Yong Li

ACM Comput. Surv., January, 2025

Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook.

[BibT_eX]

[DOI]

Inf. Fusion, 2025

Differentially private graph neural networks for graph classification and its adaptive optimization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

2024

Scaling law of real traffic jams under varying travel demand.

[BibT_eX]

[DOI]

EPJ Data Sci., December, 2024

Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data.

[BibT_eX]

[DOI]

ACM Comput. Surv., December, 2024

How graph convolutions amplify popularity bias for recommendation?

[BibT_eX]

[DOI]

Frontiers Comput. Sci., October, 2024

Spatio-temporal Dual Graph Neural Networks for Travel Time Estimation.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., September, 2024

Average User-Side Counterfactual Fairness for Collaborative Filtering.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., September, 2024

Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, September, 2024

Graph neural ordinary differential equations for epidemic forecasting.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., September, 2024

Congestion-aware Spatio-Temporal Graph Convolutional Network-based A* Search Algorithm for Fastest Route Search.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, August, 2024

Causal Inference in Recommender Systems: A Survey and Future Directions.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

Learning to Generate Temporal Origin-destination Flow Based-on Urban Regional Features and Traffic Information.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2024

Empowering Predictive Modeling by GAN-based Causal Information Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., June, 2024

Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., May, 2024

History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2024

Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., April, 2024

Demand-driven Urban Facility Visit Prediction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., April, 2024

VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory.

[BibT_eX]

[DOI]

Fenyu Jiang

ACM Trans. Intell. Syst. Technol., April, 2024

Alleviating Video-length Effect for Micro-video Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2024

Learning from Hierarchical Structure of Knowledge Graph for Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2024

Urban Knowledge Graph Aided Mobile User Profiling.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2024

Shrinking VOD Traffic via Rényi-Entropic Optimal Transport.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2024

NetDiff: A Service-Guided Hierarchical Diffusion Model for Network Flow Trace Generation.

[BibT_eX]

[DOI]

Proc. ACM Netw., 2024

Enhancing ID-based Recommendation with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN.

[BibT_eX]

[DOI]

CoRR, 2024

TrajAgent: An Agent Framework for Unified Trajectory Modelling.

[BibT_eX]

[DOI]

CoRR, 2024

Physics-driven AI for Channel Estimation in Cellular Network.

[BibT_eX]

[DOI]

Xiaoqian Qi

Haoye Chai

CoRR, 2024

FoMo: A Foundation Model for Mobile Traffic Forecasting with Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2024

AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework.

[BibT_eX]

[DOI]

CoRR, 2024

MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector.

[BibT_eX]

[DOI]

CoRR, 2024

A Large-scale Benchmark Dataset for Commuting Origin-destination Matrix Generation.

[BibT_eX]

[DOI]

CoRR, 2024

UrbanWorld: An Urban World Model for 3D City Generation.

[BibT_eX]

[DOI]

CoRR, 2024

LCSim: A Large-Scale Controllable Traffic Simulator.

[BibT_eX]

[DOI]

CoRR, 2024

CityBench: Evaluating the Capabilities of Large Language Model as World Model.

[BibT_eX]

[DOI]

CoRR, 2024

A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2024

CityLight: A Universal Model Towards Real-world City-scale Traffic Signal Control Coordination.

[BibT_eX]

[DOI]

CoRR, 2024

Explore then Determine: A GNN-LLM Synergy Framework for Reasoning over Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2024

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.

[BibT_eX]

[DOI]

CoRR, 2024

MOSS: A Large-scale Open Microscopic Traffic Simulation System.

[BibT_eX]

[DOI]

CoRR, 2024

Depression Detection on Social Media with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Identify Critical Nodes in Complex Network with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Model for Participatory Urban Planning.

[BibT_eX]

[DOI]

CoRR, 2024

Artificial Intelligence for Complex Network: Potential, Methodology and Application.

[BibT_eX]

[DOI]

CoRR, 2024

LLM4SBR: A Lightweight and Effective Framework for Integrating Large Language Models in Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

A Generative Pre-Training Framework for Spatio-Temporal Graph Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Beyond Imitation: Generating Human Mobility from Context-aware Reasoning with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Model Agent for Hyper-Parameter Optimization.

[BibT_eX]

[DOI]

Siyi Liu

Chen Gao

CoRR, 2024

UV-SAM: Adapting Segment Anything Model for Urban Village Identification.

[BibT_eX]

[DOI]

CoRR, 2024

Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

MetroGNN: Metro Network Expansion with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Health CLIP: Depression Rate Prediction Using Health Related Features in Satellite and Street View Images.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Understanding Deployment Experience of 5G.

[BibT_eX]

[DOI]

Ziyi Liu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Simulating Human Society with Large Language Model Agents: City, Social Media, and Economic System.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Inverse Learning with Extremely Sparse Feedback for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Mixed Attention Network for Cross-domain Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Modeling User Fatigue for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States.

[BibT_eX]

[DOI]

Lin Chen

Pan Hui

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Stance Detection with Collaborative Role-Infused LLM-Based Agents.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Understanding Expressivity of GNN in Rule Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics Services.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Regional Features Conditioned Diffusion Models for 5G Network Traffic Generation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

M3 LUC: Multi-modal Model for Urban Land-Use Classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

GUI: A Comprehensive Dataset of Global Urban Infrastructure Based on Geospatial Visual Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Sustainable Connections: Exploring Energy Efficiency in 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies, 2024

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

UV-SAM: Adapting Segment Anything Model for Urban Village Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Social Physics Informed Diffusion Model for Crowd Simulation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Discovering Causes of Traffic Congestion via Deep Transfer Clustering.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., October, 2023

Disease Simulation in Airport Scenario Based on Individual Mobility Model.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., October, 2023

Human-AI adaptive dynamics drives the emergence of information cocoons.

[BibT_eX]

[DOI]

Nat. Mac. Intell., October, 2023

NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., October, 2023

Intrinsically motivated reinforcement learning based recommendation with counterfactual data augmentation.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

UrbanKG: An Urban Knowledge Graph System.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

Dual Graph Convolution Architecture Search for Travel Time Estimation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2023

Contact Tracing and Epidemic Intervention via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2023

Reinforcement Learning for Practical Express Systems with Mixed Deliveries and Pickups.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2023

DAS: Efficient Street View Image Sampling for Urban Prediction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., April, 2023

A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions.

[BibT_eX]

[DOI]

Trans. Recomm. Syst., March, 2023

Understanding the Long-Term Dynamics of Mobile App Usage Context via Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Bundle Recommendation and Generation With Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Interior Individual Trajectory Simulation with Population Distribution Constraint.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., February, 2023

Hierarchical Multi-agent Model for Reinforced Medical Resource Allocation with Imperfect Information.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., February, 2023

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2023

Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Understanding the Long-Term Evolution of Mobile App Usage.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2023

Incorporating Price into Recommendation With Graph Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Persuade to Click: Context-Aware Persuasion Model for Online Textual Advertisement.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Inferring Origin-Destination Flows From Population Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Cross-Platform Item Recommendation for Online Social E-Commerce.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Spatial planning of urban communities via deep reinforcement learning.

[BibT_eX]

[DOI]

Nat. Comput. Sci., 2023

Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives.

[BibT_eX]

[DOI]

CoRR, 2023

Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment.

[BibT_eX]

[DOI]

CoRR, 2023

Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

[BibT_eX]

[DOI]

CoRR, 2023

A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities.

[BibT_eX]

[DOI]

CoRR, 2023

S<sup>3</sup>: Social-network Simulation System with Large Language Model-Empowered Agents.

[BibT_eX]

[DOI]

CoRR, 2023

OpenSiteRec: An Open Dataset for Site Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Carbon emissions and sustainability of launching 5G mobile networks in China.

[BibT_eX]

[DOI]

CoRR, 2023

Complexity-aware Large Scale Origin-Destination Network Generation via Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

Origin-Destination Network Generation via Gravity-Guided GAN.

[BibT_eX]

[DOI]

Can Rong

CoRR, 2023

Logical Expressiveness of Graph Neural Network for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Advancements in Federated Learning: Models, Methods, and Privacy.

[BibT_eX]

[DOI]

CoRR, 2023

Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Learning to Simulate Crowd Trajectories with Graph Networks.

[BibT_eX]

[DOI]

Hongzhi Shi

Quanming Yao

Proceedings of the ACM Web Conference 2023, 2023

Robust Preference-Guided Denoising for Graph based Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Dual-interest Factorization-heads Attention for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Breaking Filter Bubble: A Reinforcement Learning Framework of Controllable Recommender System.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Learning to Simulate Daily Activities via Modeling Dynamic Human Needs.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

A City-level High-performance Spatio-temporal Mobility Simulation System.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, 2023

Learning Fine-grained User Interests for Micro-video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Understanding and Modeling Passive-Negative Feedback for Short-video Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Efficient Hyper-parameter Optimization with Cubic Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Demo: Scalable Digital Twin System for Mobile Networks with Generative AI.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Enhancing Adversarial Robustness of Multi-modal Recommendation via Modality Balancing.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Road Planning for Slums via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Practical Synthetic Human Trajectories Generation Based on Variational Point Processes.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning Slow and Fast System Dynamics via Automatic Separation of Time Scales.

[BibT_eX]

[DOI]

Ruikun Li

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

NEON: Living Needs Prediction System in Meituan.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ILRoute: A Graph-based Imitation Learning Method to Unveil Riders' Routing Strategies in Food Delivery Service.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning to Solve Grouped 2D Bin Packing Problems in the Manufacturing Industry.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Spatio-temporal Diffusion Point Processes.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Getting Back on Track: Understanding COVID-19 Impact on Urban Mobility and Segregation with Location Service Data.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Learning Symbolic Models for Graph-structured Physical Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Contagion Process Guided Cross-scale Spatio-Temporal Graph Neural Network for Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Enhancing Spatial Spread Prediction of Infectious Diseases through Integrating Multi-scale Human Mobility Dynamics.

[BibT_eX]

[DOI]

Yinzhou Tang

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Modeling Multi-Grained User Preference in Location Visitation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

KnowSite: Leveraging Urban Knowledge Graph for Site Selection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Periodic Shift and Event-aware Spatio-Temporal Graph Convolutional Network for Traffic Congestion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View Imagery.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Empowering Spatial Knowledge Graph for Mobile Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Which Traffic Light Should You Look at? Automatically Associating Traffic Lights with Roads in High-Definition Map (Industrial Paper).

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Relation-aware Ensemble Learning for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

An AI-based Simulation and Optimization Framework for Logistic Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Secrecy Outage Analysis of Relay-User Pairing for Secure Hybrid Satellite-Terrestrial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

IoT vs. Human: A Comparison of Mobility.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage.

[BibT_eX]

[DOI]

Tong Li

Mohammad Ashraful Hoque

Tong Xia

Sasu Tarkoma

Pan Hui

IEEE Trans. Mob. Comput., 2022

DeepMM: Deep Learning Based Map Matching With Data Augmentation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

From Anticipation to Action: Data Reveal Mobile Shopping Patterns During a Yearly Mega Sale Event in China.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Social Recommendation With Characterized Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Item Recommendation for Word-of-Mouth Scenario in Social E-Commerce.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Context-Aware Semantic Annotation of Mobility Records.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Cross-domain Recommendation with Bridge-Item Embeddings.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Context-aware Spatial-Temporal Neural Network for Citywide Crowd Flow Prediction via Modeling Long-range Spatial Dependency.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Urban Anomaly Analytics: Description, Detection, and Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

A survey on the placement of virtual network functions.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2022

Distinguishing Between Smartphones and IoT Devices via Network Traffic.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Dual Contrastive Network for Sequential Recommendation with User and Item-Centric Perspectives.

[BibT_eX]

[DOI]

CoRR, 2022

DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Neighboring Backdoor Attacks on Graph Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2022

Collaboration Stability: Quantifying the Success and Failure of Opportunistic Collaboration.

[BibT_eX]

[DOI]

Computer, 2022

Disentangling Long and Short-Term Interests for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Knowledge Enhanced GAN for IoT Traffic Generation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Counterfactual Modeling Framework for Churn Prediction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Graph Neural Networks for Recommender System.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Jointly Modeling Intersections and Road Segments for Travel Time Estimation via Dual Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Spatial Data and Intelligence - Third International Conference, 2022

A Review-aware Graph Contrastive Learning Framework for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Dual Contrastive Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

RBG: Hierarchically Solving Large-Scale Routing Problems in Logistic Systems via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Physics-infused Machine Learning for Crowd Simulation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Activity Trajectory Generation via Modeling Spatiotemporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learning to Discover Causes of Traffic Congestion with Limited Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Modeling Persuasion Factor of User Decision for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Automatically Discovering User Consumption Intents in Meituan.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Reinforcement Learning Enhances the Experts: Large-scale COVID-19 Vaccine Allocation with Multi-factor Contact Network.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Mirage: an efficient and extensible city simulation framework (systems paper).

[BibT_eX]

[DOI]

Jun Zhang

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Reviving the economy while saving lives: a deep reinforcement learning approach for smart POI reopening.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Causal Learning Empowered OD Prediction for Urban Planning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

An Exploratory Study of Information Cocoon on Short-form Video Platform.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Spatiotemporal-aware Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ITSM-GCN: Informative Training Sample Mining for Graph Convolutional Network-based Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Beyond Virtual Bazaar: How Social Commerce Promotes Inclusivity for the Traditionally Underserved Community in Chinese Developing Regions.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

An Efficient Scene Text Spotter with a Feature-Level Super-Resolution Module.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Computer and Communication Systems, 2022

Efficient Hyper-parameter Search for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Mobility-Aware Joint Task Scheduling and Resource Allocation for Cooperative Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Distributed Pricing Policy for Cloud-Assisted Body-to-Body Networks with Optimal QoS and Energy Considerations.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2021

Discovering Usage Patterns of Mobile Video Service in the Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

On Migratory Behavior in Video Consumption.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Efficient VNF Placement for Poisson Arrived Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Privacy Risk is a Function of Information Type: Learnings for the Surveillance Capitalism Age.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Portfolio Optimization in Traffic Offloading: Concept, Model, and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

No More than What I Post: Preventing Linkage Attacks on Check-in Services.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Predictability and Prediction of Human Mobility Based on Application-Collected Location Data.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Anonymization and De-Anonymization of Mobility Trajectories: Dissecting the Gaps Between Theory and Practice.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Lifecycle-Aware Online Video Caching.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Multi-Site User Behavior Modeling and Its Application in Video Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Understanding Urban Dynamics via State-Sharing Hidden Markov Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Semantics-Aware Hidden Markov Model for Human Mobility.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Learning to Recommend With Multiple Cascading Behaviors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Sampler Design for Bayesian Personalized Ranking by Leveraging View Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

App2Vec: Context-Aware Application Usage Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Linking Multiple User Identities of Multiple Services from Massive Mobility Traces.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Network Function Placement Under Randomly Arrived Networking Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2021

Discovering and Understanding Geographical Video Viewing Patterns in Urban Neighborhoods.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

Edge Intelligence: Empowering Intelligence to the Edge of Network.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

Bringing Friends into the Loop of Recommender Systems: An Exploratory Study.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2021

You Recommend, I Buy: How and Why People Engage in Instant Messaging Based Social Commerce.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2021

DeepNetQoE: Self-Adaptive QoE Optimization Framework of Deep Networks.

[BibT_eX]

[DOI]

IEEE Netw., 2021

Emergence of urban growth patterns from human mobility behavior.

[BibT_eX]

[DOI]

Nat. Comput. Sci., 2021

Attentional Markov Model for Human Mobility Prediction.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

The Impact of Covid-19 on Smartphone Usage.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Systematically Quantifying IoT Privacy Leakage in Mobile Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Reinforcement Learning Meets Wireless Networks: A Layering Perspective.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Passive Health Monitoring Using Large Scale Mobility Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Who Will Survive and Revive Undergoing the Epidemic: Analyses about POI Visit Behavior in Wuhan via Check-in Records.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Disruption in Chinese E-Commerce During COVID-19.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Strategic COVID-19 vaccine distribution can simultaneously elevate social utility and equity.

[BibT_eX]

[DOI]

CoRR, 2021

Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Location Recommendation with Urban Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge-driven Site Selection via Urban Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions.

[BibT_eX]

[DOI]

CoRR, 2021

TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Spatial-Temporal Dual Graph Neural Networks for Travel Time Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution.

[BibT_eX]

[DOI]

CoRR, 2021

Policy-Aware Mobility Model Explains the Growth of COVID-19 in Cities.

[BibT_eX]

[DOI]

CoRR, 2021

Reinforced Contact Tracing and Epidemic Intervention.

[BibT_eX]

[DOI]

CoRR, 2021

Artificial Intelligence for Wireless Caching: Schemes, Performance, and Challenges.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2021

Demographics of mobile app usage: long-term analysis of mobile app usage.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., 2021

Corrections to "Preference-Based Privacy Markets".

[BibT_eX]

[DOI]

IEEE Access, 2021

Disentangling User Interest and Conformity for Recommendation with Causal Embedding.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

DGCN: Diversified Recommendation with Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Community Value Prediction in Social E-commerce.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Predicting Customer Value with Social Relationships via Motif-based Graph Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Role-Aware Modeling for N-ary Relational Knowledge Bases.

[BibT_eX]

[DOI]

Quanming Yao

Proceedings of the WWW '21: The Web Conference 2021, 2021

Sequential Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Automorphic Equivalence-aware Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Progressive Feature Interaction Search for Deep Sparse Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

User Consumption Intention Prediction in Meituan.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Hierarchical Reinforcement Learning for Scarce Medical Resource Allocation with Imperfect Information.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Efficient Data-specific Model Search for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Understanding the Invitation Acceptance in Agent-initiated Social E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Learnable Embedding sizes for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Adaptive Spatio-Temporal Convolutional Network for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Group-Buying Recommendation for Social E-Commerce.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Real-time Image Enhancer via Learnable Spatial-aware 3D Lookup Tables.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Hierarchical Neural Architecture Search for Travel Time Estimation.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

One-shot Transfer Learning for Population Mapping.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning from Home: A Mixed-Methods Analysis of Live Streaming Based Remote Education Experience in Chinese Colleges during the COVID-19 Pandemic.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

An Arcloss-Based and Openset-Test-Oriented Finger Vein Recognition System.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 15th Chinese Conference, 2021

AttnMove: History Enhanced Trajectory Recovery via Attentional Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Human Mobility Prediction Using Sparse Trajectory Data.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Latency Minimization for D2D-Enabled Partial Computation Offloading in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Consistent State Updates for Virtualized Network Function Migration.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2020

Time Dependent Pricing for Large-Scale Mobile Networks of Urban Environment: Feasibility and Adaptability.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2020

Improving Implicit Recommender Systems with Auxiliary Data.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Connecting the Dots: User Privacy is not Preserved in ID-Removed Cellular Data.

[BibT_eX]

[DOI]

Zhen Tu

IEEE Trans. Netw. Serv. Manag., 2020

Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

Personalized Mobile App Recommendation by Learning User's Interest from Social Media.

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[DOI]

IEEE Trans. Mob. Comput., 2020

Joint Optimization of Path Planning and Resource Allocation in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Habit2vec: Trajectory Semantic Embedding for Living Pattern Recognition in Population.

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[DOI]

Hancheng Cao

Jagan Sankaranarayanan

Hanan Samet

IEEE Trans. Mob. Comput., 2020

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2020

A Meta-Learning Framework for Learning Multi-User Preferences in QoE Optimization of DASH.

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IEEE Trans. Circuits Syst. Video Technol., 2020

On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment.

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[DOI]

Ran Xu

IEEE Trans. Big Data, 2020

Symmetry between Theoretical and Physical Investigation of Water Contamination Using Amplitude Variation with Offset Analysis of Ground-Penetrating Radar Data.

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[DOI]

Symmetry, 2020

Understanding the Role of Intermediaries in Online Social E-commerce: An Exploratory Study of Beidian.

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[DOI]

Proc. ACM Hum. Comput. Interact., 2020

Editorial: Emerging Networking Technology for Internet of Things.

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[DOI]

Bo Li

Song Xiao

Mob. Networks Appl., 2020

Mobile App Usage Patterns Aware Smart Data Pricing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Semantic-aware Spatio-temporal App Usage Representation via Graph Convolutional Network.

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[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

SUME: Semantic-enhanced Urban Mobility Network Embedding for User Demographic Inference.

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[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

When Sharing Economy Meets IoT: Towards Fine-grained Urban Air Quality Monitoring through Mobile Crowdsensing on Bike-share System.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

HealthWalks: Sensing Fine-grained Individual Health Condition via Mobility Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Will You Come Back / Check-in Again?: Understanding Characteristics Leading to Urban Revisitation and Re-check-in.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Graph Neural Network with Automorphic Equivalence Filters.

[BibT_eX]

[DOI]

CoRR, 2020

A Large-Scale Mixed-Methods Analysis of Live Streaming Based Remote Education Experience in Chinese Colleges During the COVID-19 Pandemic.

[BibT_eX]

[DOI]

CoRR, 2020

Disruption in the Chinese E-Commerce During COVID-19: A Case Study of the Beidian Platform.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforced Epidemic Control: Saving Both Lives and Economy.

[BibT_eX]

[DOI]

CoRR, 2020

Disentangling User Interest and Popularity Bias for Recommendation with Causal Embedding.

[BibT_eX]

[DOI]

CoRR, 2020

A Survey on Edge Intelligence.

[BibT_eX]

[DOI]

CoRR, 2020

A Comprehensive Survey on Mobility-Aware D2D Communications: Principles, Practice and Challenges.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2020

Correction to: Special issue on recommender system.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., 2020

Preference-Based Privacy Markets.

[BibT_eX]

[DOI]

IEEE Access, 2020

Virtual Relay Selection in LTE-V: A Deep Reinforcement Learning Approach to Heterogeneous Data.

[BibT_eX]

[DOI]

IEEE Access, 2020

Efficient Neural Interaction Function Search for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

"What Apps Did You Use?": Understanding the Long-term Evolution of Mobile App Usage.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases.

[BibT_eX]

[DOI]

Quanming Yao

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

From Decoupling to Reconstruction: A Robust Graph Neural Network Against Topology Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Multi-behavior Recommendation with Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

DPLCF: Differentially Private Local Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bundle Recommendation with Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data.

[BibT_eX]

[DOI]

Shusheng Xu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Understanding the Urban Pandemic Spreading of COVID-19 with Real World Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Learning to Simulate Human Mobility.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multi-View Joint Graph Representation Learning for Urban Region Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

When Your Friends Become Sellers: An Empirical Study of Social Commerce Site Beidian.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Price-aware Recommendation with Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Representative Negative Instance Generation for Online Ad Targeting.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Genetic Meta-Structure Search for Recommendation on Heterogeneous Information Network.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Mobile Cloud Gaming.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

Catching All Pokémon: Virtual Reward Optimization With Tensor Voting Based Trajectory Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Network Coding For Data Delivery in Caching at Edge: Concept, Model, and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Device-to-Device Communications Enabled Multicast Scheduling for mmWave Small Cells Using Multi-Level Codebooks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Relay-Assisted and QoS Aware Scheduling to Overcome Blockage in mmWave Backhaul Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Performance Optimization for D2D Communications With Opportunistic Relay and Physical-Layer Network Coding.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Secrecy Ensured Socially Aware Resource Allocation in Device-to-Device Communications Underlaying HetNet.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Understanding Metropolitan Crowd Mobility via Mobile Cellular Accessing Data.

[BibT_eX]

[DOI]

Hancheng Cao

Jagan Sankaranarayanan

Jie Feng

Hanan Samet

ACM Trans. Spatial Algorithms Syst., 2019

Walking Without Friends: Publishing Anonymized Trajectory Dataset Without Leaking Social Relationships.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Location Semantics Identification via Users' Clickstreams in Mobile Social Networking.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Protecting Trajectory From Semantic Attack Considering ${k}$ -Anonymity, ${l}$ -Diversity, and ${t}$ -Closeness.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Beyond the Click: A First Look at the Role of a Microblogging Platform in the Web Ecosystem.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Co-Location Social Networks: Linking the Physical World and Cyberspace.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Virtual Machine Migration Planning in Software-Defined Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2019

NetWatch: End-to-End Network Performance Measurement as a Service for Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2019

Understanding Urban Dynamics From Massive Mobile Traffic Data.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

"I Think You'll Like It": Modelling the Online Purchase Behavior in Social E-commerce.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2019

DeepFocus: Deep Encoding Brainwaves and Emotions with Multi-Scenario Behavior Analytics for Human Attention Enhancement.

[BibT_eX]

[DOI]

IEEE Netw., 2019

Device-to-Device Communications Enabled Multicast Scheduling with the Multi-level Codebook in mmWave Small Cells.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2019

Editorial: Networking and Communications for the Next Generation IoT.

[BibT_eX]

[DOI]

Bo Li

Song Xiao

Mob. Networks Appl., 2019

Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Quantitative analysis for capabilities of vehicular fog computing.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

QoE-Aware wireless video communications for emotion-aware intelligent systems: A multi-layered collaboration approach.

[BibT_eX]

[DOI]

Xinlei Chen

Yulei Zhao

Inf. Fusion, 2019

Revealing Urban Dynamics by Learning Online and Offline Behaviours Together.

[BibT_eX]

[DOI]

Tong Xia

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Modeling Spatio-Temporal App Usage for a Large User Population.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

From Fingerprint to Footprint: Cold-start Location Recommendation by Learning User Interest from App Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Privacy-preserving Cross-domain Location Recommendation.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Personalized Context-aware Collaborative Online Activity Prediction.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Learning from Hometown and Current City: Cross-city POI Recommendation via Interest Drift and Transfer Learning.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

CAP: Context-aware App Usage Prediction with Heterogeneous Graph Embedding.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

User behaviour modeling, recommendations, and purchase prediction during shopping festivals.

[BibT_eX]

[DOI]

Electron. Mark., 2019

UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data.

[BibT_eX]

[DOI]

CoRR, 2019

Searching for Interaction Functions in Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2019

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels.

[BibT_eX]

[DOI]

CoRR, 2019

Coalition Formation Games Based Sub-Channel Allocation for Device-to-Device Underlay mmWave Small Cells.

[BibT_eX]

[DOI]

CoRR, 2019

D2D Task Offloading: A Dataset-Based Q&A.

[BibT_eX]

[DOI]

Dimitris Chatzopoulos

IEEE Commun. Mag., 2019

Special issue on recommender system.

[BibT_eX]

[DOI]

CCF Trans. Pervasive Comput. Interact., 2019

Cellular Traffic Offloading via Link Prediction in Opportunistic Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Data-Driven Location Selection for Battery Swapping Stations.

[BibT_eX]

[DOI]

IEEE Access, 2019

Jamcloud: Turning Traffic Jams Into Computation Opportunities-Whose Time Has Come.

[BibT_eX]

[DOI]

IEEE Access, 2019

Accelerating Content Delivery via Efficient Resource Allocation for Network Coding Aided D2D Communications.

[BibT_eX]

[DOI]

IEEE Access, 2019

Mobility-Aware Fog Computing in Dynamic Environments: Understandings and Implementation.

[BibT_eX]

[DOI]

IEEE Access, 2019

CMBPR: Category-Aided Multi-Channel Bayesian Personalized Ranking for Short Video Recommendation.

[BibT_eX]

[DOI]

IEEE Access, 2019

A Unified Framework for Software Defined Sensing, Transmission and Computing.

[BibT_eX]

[DOI]

IEEE Access, 2019

Cooperative LBT Design and Effective Capacity Analysis for 5G NR Ultra Dense Networks in Unlicensed Spectrum.

[BibT_eX]

[DOI]

IEEE Access, 2019

No More than What I Post: Preventing Linkage Attacks on Check-in Services.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Understanding Urban Dynamics via State-sharing Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Cross-domain Recommendation Without Sharing User-relevant Data.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

CROSS: Cross-platform Recommendation for Social E-Commerce.

[BibT_eX]

[DOI]

Tzu-Heng Lin

Chen Gao

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Semantics-Aware Hidden Markov Model for Human Mobility.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Battle of Microservices: Towards Latency-Optimal Heuristic Scheduling for Edge Computing.

[BibT_eX]

[DOI]

Flavio Esposito

Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Understanding and Detecting Overlay-based Android Malware at Market Scales.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Poster: FlexDP-Flexible Data Plane for ENFV.

[BibT_eX]

[DOI]

Xinlei Chen

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Predicting Socio-Economic Levels of Individuals via App Usage Records.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Intelligent Communications, 2019

State-Sharing Sparse Hidden Markov Models for Personalized Sequences.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

λOpt: Learn to Regularize Recommender Models in Finer Levels.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Social Weak-tie Assisted Cross-domain Short Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Reinforced Negative Sampling for Recommendation with Exposure Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Driving Big Data: A First Look at Driving Behavior via a Large-Scale Private Car Dataset.

[BibT_eX]

[DOI]

Tong Li

Ahmad Yousef Alhilal

Anlan Zhang

Mohammad Ashraful Hoque

Dimitris Chatzopoulos

Zhu Xiao

Pan Hui

Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Neural Multi-task Recommendation from Multi-behavior Data.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Efficient Virtual Network Function Placement for Poisson Arrived Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

AppLens 2019: the 2nd international workshop on mining and learning from smartphone apps for users.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Deep learning models for population flow generation from aggregated mobility data.

[BibT_eX]

[DOI]

Can Rong

Jie Feng

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Recycling price prediction of renewable resources.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

DeepMM: Deep Learning Based Map Matching with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Cost-effective microservice scaling at edge: poster.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

Predicting New Adopters via Socially-Aware Neural Graph Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019

Learning Phase Competition for Traffic Signal Control.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Predicting Time-Bounded Purchases During a Mega Shopping Festival.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Deviations of Check-ins and Human Mobility Trajectory.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Big Data Computing and Communications, 2019

DeepDPM: Dynamic Population Mapping via Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Evidence-Aware Mobile Cloud Architectures.

[BibT_eX]

[DOI]

Proceedings of the Mobile Big Data, A Roadmap from Models to Technologies., 2018

Temporal-Spatial Mobile Application Usage Understanding and Popularity Prediction for Edge Caching.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2018

Data-Driven Computing and Caching in 5G Networks: Architecture and Delay Analysis.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2018

Social-Aware Secret Key Generation for Secure Device-to-Device Communication via Trusted and Non-Trusted Relays.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Mobility-Aware Transmission Scheduling Scheme for Millimeter-Wave Cells.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Socially Aware Secrecy-Ensured Resource Allocation in D2D Underlay Communication: An Overlapping Coalitional Game Scheme.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Mobility Assisted Content Transmission For Device-to-Device Communication Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Energy-Aware Temporal Reachability Graphs for Time-Varying Mobile Opportunistic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Opportunistic Task Scheduling over Co-Located Clouds in Mobile Environment.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

A New Privacy Breach: User Trajectory Recovery From Aggregated Mobility Data.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Spatial Popularity and Similarity of Watching Videos in Large-Scale Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

On the Understanding of Video Streaming Viewing Behaviors Across Different Content Providers.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

Discovering Periodic Patterns for Large Scale Mobile Traffic Data: Method and Applications.

[BibT_eX]

[DOI]

Hongzhi Shi

IEEE Trans. Mob. Comput., 2018

Evidence-Aware Mobile Computational Offloading.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Measurement-Driven Modeling for Connection Density and Traffic Distribution in Large-Scale Urban Mobile Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Cache Behavior Characterization and Validation Over Large-Scale Video Data.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Device-to-Device Communications Enabled Energy Efficient Multicast Scheduling in mmWave Small Cells.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

A Bimodal Model to Estimate Dynamic Metropolitan Population by Mobile Phone Data.

[BibT_eX]

[DOI]

Sensors, 2018

Data-Driven Packet Loss Estimation for Node Healthy Sensing in Decentralized Cluster.

[BibT_eX]

[DOI]

Hangyu Fan

Theodoros Anagnostopoulos

Sensors, 2018

Understanding Motivations behind Inaccurate Check-ins.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2018

DeepTP: An End-to-End Neural Network for Mobile Cellular Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Netw., 2018

Profiling users by online shopping behaviors.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Characterizing the Capability of Vehicular Fog Computing in Large-scale Urban Environment.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2018

Social Trust Aided D2D Communications: Performance Bound and Implementation Mechanism.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Blockchain-Based Data Sharing System for AI-Powered Network Operations.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2018

Detecting Popular Temporal Modes in Population-scale Unlabelled Trajectory Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Your Apps Give You Away: Distinguishing Mobile Users by Their App Usage Fingerprints.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Uniqueness in the City: Urban Morphology and Location Privacy.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Revisitation in Urban Space vs. Online: A Comparison across POIs, Websites, and Smartphone Apps.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Sampler Design for Bayesian Personalized Ranking by Leveraging View Data.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Recommender Systems from Multi-Behavior Data.

[BibT_eX]

[DOI]

CoRR, 2018

Barriers in Seamless QoS for Mobile Applications.

[BibT_eX]

[DOI]

Mohammad Ashraful Hoque

CoRR, 2018

A Survey of Opportunistic Offloading.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2018

A Survey on Socially Aware Device-to-Device Communications.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2018

Mobile Big Data for Urban Analytics.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Large-Scale Mobile Fitness App Usage Analysis for Smart Health.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Software-Defined WAN via Open APIs.

[BibT_eX]

[DOI]

IEEE Access, 2018

IEEE Access Special Section Editorial: Socially Enabled Networking And Computing.

[BibT_eX]

[DOI]

IEEE Access, 2018

Mobility-Aware Caching Scheduling for Fog Computing in mmWave Band.

[BibT_eX]

[DOI]

IEEE Access, 2018

An Innovative Rail Pressure Sensor Signal Processing Algorithm to Determine the Start of Injection and End of Injection of Diesel Engines With Common Rail Injection Systems.

[BibT_eX]

[DOI]

IEEE Access, 2018

Energy-Efficient Wireless Transmissions for Battery-Less Vehicle Tire Pressure Monitoring System.

[BibT_eX]

[DOI]

IEEE Access, 2018

QoS-Aware Full-Duplex Concurrent Scheduling for Millimeter Wave Wireless Backhaul Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

DeepMove: Predicting Human Mobility with Attentional Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Locally Differentially Private Participant Recruitment for Mobile Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Fog Following Me: Latency and Quality Balanced Task Allocation in Vehicular Fog Computing.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

You Are How You Move: Linking Multiple User Identities From Massive Mobility Traces.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Click versus Share: A Feature-driven Study of Micro-Video Popularity and Virality in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

This Place is Swarming: Using a Mobile Social App to Study Human Traffic in Cities.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

De-anonymization of Mobility Trajectories: Dissecting the Gaps between Theory and Practice.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Network and Distributed System Security Symposium, 2018

Sensorclone: a framework for harnessing smart devices with virtual sensors.

[BibT_eX]

[DOI]

Vassilis Kostakos

Chu Luo

Xiang Su

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

A Large-scale Measurement Study of Mobile Web Security Through Traffic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Enhancing Mobile User Performance Through Data Caching Over Edge Computing Wireless Networks.

[BibT_eX]

[DOI]

Muhammad Sheraz

Fang Wang

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Time-to-think: Optimal economic considerations in mobile edge computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2018, 2018

Improving Implicit Recommender Systems with View Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Incentive Mechanism Design for Computation Offloading in Heterogeneous Fog Computing: A Contract-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

QoS-Aware Heuristic Scheduling with Delay-Constraint for WBSNs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Exploiting Multi-Hop Relay to Achieve Mobility-Aware Transmission Scheduling in mmWave Systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Detecting Human Interaction Borders in City: The Shanghai Case.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Characterizing and Predicting Individual Traffic Usage of Mobile Application in Cellular Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Confidential Information Ensurance through Physical Layer Security in Device-to-Device Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Performance Guaranteed Partial Offloading for Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Latency-Oblivious Incentive Service Offloading in Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

Recommender Systems with Characterized Social Regularization.

[BibT_eX]

[DOI]

Tzu-Heng Lin

Chen Gao

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Energy Saving With Network Coding Design Over Rayleigh Fading Channel.

[BibT_eX]

[DOI]

Shijun Lin

Liqun Fu

IEEE Trans. Wirel. Commun., 2017

Contact-Aware Optimal Resource Allocation for Mobile Data Offloading in Opportunistic Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Energy-Efficient Scheduling for mmWave Backhauling of Small Cells in Heterogeneous Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

HELOS: Heterogeneous Load Scheduling for Electric Vehicle-Integrated Microgrids.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Impact of Selfishness in Device-to-Device Communication Underlying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Evaluating the Impact of User Behavior on D2D Communications in Millimeter-Wave Small Cells.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

Improve Service Chaining Performance with Optimized Middlebox Placement.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2017

Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

On Oblivious Neighbor Discovery in Distributed Wireless Networks With Directional Antennas: Theoretical Foundation and Algorithm Design.

[BibT_eX]

[DOI]

Lin Chen

IEEE/ACM Trans. Netw., 2017

Overlapping Coalition Formation Game for Resource Allocation in Network Coding Aided D2D Communications.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

A Two-Level Game Theory Approach for Joint Relay Selection and Resource Allocation in Network Coding Assisted D2D Communications.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

DYWAMIT: Asynchronous Wideband Dynamic Spectrum Sensing and Access System.

[BibT_eX]

[DOI]

IEEE Syst. J., 2017

Social-aware hybrid mobile offloading.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2017

SDN-Enabled Communication Network Framework for Energy Internet.

[BibT_eX]

[DOI]

J. Comput. Networks Commun., 2017

Smartphone App Usage Prediction Using Points of Interest.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

From Intermittent to Ubiquitous: Enhancing Mobile Access to Online Social Networks with Opportunistic Optimization.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

iDoctor: Personalized and professionalized medical recommendations based on hybrid matrix factorization.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2017

Security and Privacy in Device-to-Device (D2D) Communication: A Review.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2017

Wearable 2.0: Enabling Human-Cloud Integration in Next Generation Healthcare Systems.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2017

Common patterns of online collective attention flow.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2017

Joint Topology Control and Resource Allocation for Network Coding Enabled D2D Traffic Offloading.

[BibT_eX]

[DOI]

IEEE Access, 2017

Low Complexity and Robust Codebook-Based Analog Beamforming for Millimeter Wave MIMO Systems.

[BibT_eX]

[DOI]

IEEE Access, 2017

Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Sum-Rate Optimization for Device-to-Device Communications over Rayleigh Fading Channel.

[BibT_eX]

[DOI]

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Multi-site User Behavior Modeling and Its Application in Video Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Characterizing the Click and Share Dynamics of Micro-Videos in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Beyond K-Anonymity: Protect Your Trajectory from Semantic Attack.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

Large-scale offloading in the Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

On the Understanding of Interdependency of Mobile App Usage.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

You can hide, but your periodic schedule can't.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Mobility-assisted device to device communications for Content Transmission.

[BibT_eX]

[DOI]

Muhammad Waqas

Ming Zeng

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Low complexity and near-optimal beam selection for millimeter wave MIMO systems.

[BibT_eX]

[DOI]

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Multicast spatial reuse scheduling over millimeter-wave networks.

[BibT_eX]

[DOI]

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

A First Look at User Switching Behaviors Over Multiple Video Content Providers.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Modeling Mobile Code Acceleration in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Characterizing the Usage of Mobile Video Service in Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Latency-Efficient Video Streaming in Metropolis: A Caching Framework.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

DeServE: delay-agnostic service offloading in mobile edge clouds: poster.

[BibT_eX]

[DOI]

Nalini Venkatasubramanian

Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

On Migratory Behavior in Video Consumption.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

A two stage approach for channel transmission rate aware scheduling in directional mmWave WPANs.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2016

Social-Community-Aware Long-Range Link Establishment for Multihop D2D Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Network Science Approach for Device Discovery in Mobile Device-to-Device Communications.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Social-Community-Aware Resource Allocation for D2D Communications Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Exploiting Device-to-Device Communications to Enhance Spatial Reuse for Popular Content Downloading in Directional mmWave Small Cells.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Boosting Spatial Reuse via Multiple-Path Multihop Scheduling for Directional mmWave WPANs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Modeling the Impact of Mobility on the Connectivity of Vehicular Networks in Large-Scale Urban Environments.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Vehicular Fog Computing: A Viewpoint of Vehicles as the Infrastructures.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Big Data Driven Mobile Traffic Understanding and Forecasting: A Time Series Approach.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2016

Adaptive Lookup of Open WiFi Using Crowdsensing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Contact-Aware Data Replication in Roadside Unit Aided Vehicular Delay Tolerant Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

On the Serviceability of Mobile Vehicular Cloudlets in a Large-Scale Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Efficient Upstream Bandwidth Multiplexing for Cloud Video Recording Services.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2016

Saving Energy in Partially Deployed Software Defined Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Millimetre-Wave Backhaul for 5G Networks: Challenges and Solutions.

[BibT_eX]

[DOI]

Sensors, 2016

Mobile cellular big data: linking cyberspace and the physical world with social ecology.

[BibT_eX]

[DOI]

IEEE Netw., 2016

Trace-driven analysis for location-dependent pricing in mobile cellular networks.

[BibT_eX]

[DOI]

IEEE Netw., 2016

Fundamental Tradeoffs on Energy-Aware D2D Communication Underlaying Cellular Networks: A Dynamic Graph Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Optimal Base Station Scheduling for Device-to-Device Communication Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Exploiting multi-hop relaying to overcome blockage in directional mmwave small cells.

[BibT_eX]

[DOI]

J. Commun. Networks, 2016

Leveraging software-defined networking for security policy enforcement.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Service-oriented 5G network architecture: an end-to-end software defining approach.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2016

Throughput enhancement of IEEE 802.11ad through space-time division multiple access scheduling of multiple co-channel networks.

[BibT_eX]

[DOI]

IET Commun., 2016

A coalitional graph game framework for network coding-aided D2D communication.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2016

A cross-layer design for a software-defined millimeter-wave mobile broadband system.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2016

On the resource trade-off of flow update in software-defined networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2016

Mobile Traffic Data Decomposition for Understanding Human Urban Activities.

[BibT_eX]

[DOI]

Mingyang Zhang

Proceedings of the 13th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2016

Measurement-Driven Capability Modeling for Mobile Network in Large-Scale Urban Environment.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2016

Scheduling multi-flow network updates in Software-Defined NFV systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Oblivious neighbor discovery for wireless devices with directional antennas.

[BibT_eX]

[DOI]

Lin Chen

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Mobility assisted device-to-device communications underlaying cellular networks.

[BibT_eX]

[DOI]

Chuhan Gao

Proceedings of the 2016 International Conference on Computing, 2016

QoS-aware scheduling for small cell millimeter wave mesh backhaul.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Context-aware real-time population estimation for metropolis.

[BibT_eX]

[DOI]

Pengyu Zhang

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Social-aware device-to-device communication: a contribution for edge and fog computing?

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Spatial Popularity and Similarity of Watching Videos in a Large City.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Co-location social networks: Linking the physical world and cyberspace.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges.

[BibT_eX]

[DOI]

Wirel. Networks, 2015

Contact duration aware evaluation for content dissemination delay in mobile social network.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2015

Social-Aware Resource Allocation for Device-to-Device Communications Underlaying Cellular Networks.

[BibT_eX]

[DOI]

Shuang Su

IEEE Wirel. Commun. Lett., 2015

A unified control and optimization framework for dynamical service chaining in software-defined NFV system.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2015

AIWAC: affective interaction through wearable computing and cloud technology.

[BibT_eX]

[DOI]

Min Chen

Yin Zhang

Mohammad Mehedi Hassan

Atif Alamri

IEEE Wirel. Commun., 2015

Social-Aware Resource Allocation for Device-to-Device Communications Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Social-Aware Peer Discovery for D2D Communications Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Blockage Robust and Efficient Scheduling for Directional mmWave WPANs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2015

EMC: Emotion-aware mobile cloud computing in 5G.

[BibT_eX]

[DOI]

IEEE Netw., 2015

Software-Defined and Virtualized Future Mobile and Wireless Networks: A Survey.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2015

Cross-Layer Software-Defined 5G Network.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2015

Traffic Aware Cross-Site Virtual Machine Migration in Future Mobile Cloud Computing.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2015

Editorial: Software-Defined and Virtualized Future Wireless Networks.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2015

Exploiting Device-to-Device Communications in Joint Scheduling of Access and Backhaul for mmWave Small Cells.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Optimal scheduling for multi-flow update in Software-Defined Networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2015

Quantifying the Influence of Websites Based on Online Collective Attention Flow.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Revealing the efficiency of information diffusion in online social networks of microblog.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Joint Optimization of Resource Allocation and Relay Selection for Network Coding Aided Device-to-Device Communications.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2015

A Survey of Millimeter Wave (mmWave) Communications for 5G: Opportunities and Challenges.

[BibT_eX]

[DOI]

CoRR, 2015

Energy Efficient Scheduling for mmWave Backhauling of Small Cells in Heterogeneous Cellular Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Boosting Spatial Reuse via Multiple Paths Multi-Hop Scheduling for Directional mmWave WPANs.

[BibT_eX]

[DOI]

CoRR, 2015

Buffer-aided device-to-device communication: opportunities and challenges.

[BibT_eX]

[DOI]

Haoming Zhang

Mohammad Mehedi Hassan

Abdulhameed Alelaiwi

IEEE Commun. Mag., 2015

Software-defined internet of things for smart urban sensing.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2015

Delay-tolerant network protocol testing and evaluation.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2015

Mobile code offloading: from concept to practice and beyond.

[BibT_eX]

[DOI]

Satish Narayana Srirama

Rajkumar Buyya

IEEE Commun. Mag., 2015

On the computation offloading at ad hoc cloudlet: architecture and service modes.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2015

Software-Defined Network Function Virtualization: A Survey.

[BibT_eX]

[DOI]

Min Chen

IEEE Access, 2015

Characterizing the Spatio-Temporal Inhomogeneity of Mobile Traffic in Large-scale Cellular Data Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Hot Topics in Planet-scale mObile computing and online Social neTworking, 2015

Demo: LIVES: Learning through Interactive Video and Emotion-aware System.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015

KCN: Guaranteed Delivery via K-Cooperative-Nodes in Duty-Cycled Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

WAN as a service for cloud via software-defined network and open APIs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Characterizing the phenomenon of traffic tide for large-scale mobile cellular data networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Social community aware long-range link establishment for multi-hop D2D communication networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Selfishness in device-to-device communication underlaying cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication, 2015

Physical Layer Network Coding Aided Two-Way Device-to-Device Communication Underlaying Cellular Networks.

[BibT_eX]

[DOI]

Yulei Zhao

Ning Ge

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Assessing the influence of selfishness on the system performance of gossip based vehicular networks.

[BibT_eX]

[DOI]

Wirel. Networks, 2014

Optimal mobility control with energy constraint in delay tolerant networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2014

A dynamic graph optimization framework for multihop device-to-device communication underlaying cellular networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2014

Optimal Mobile Content Downloading in Device-to-Device Communication Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Coalitional Games for Resource Allocation in the Device-to-Device Uplink Underlaying Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Multiple Content Dissemination in Roadside-Unit-Aided Vehicular Opportunistic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2014

Potential Predictability of Vehicular Staying Time for Large-Scale Urban Environment.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2014

Multiple Mobile Data Offloading Through Disruption Tolerant Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

A Markov Jump Process Model for Urban Vehicular Mobility: Modeling and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

Optimal Distributed Malware Defense in Mobile Networks with Heterogeneous Devices.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

Coding or Not: Optimal Mobile Data Offloading in Opportunistic Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Limits of Predictability for Large-Scale Urban Vehicular Mobility.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Opportunistic sharing scheme for spectrum allocation in wireless virtualization.

[BibT_eX]

[DOI]

Soft Comput., 2014

Mobility-Assisted Opportunistic Computation Offloading.

[BibT_eX]

[DOI]

Chuanmeizhi Wang

IEEE Commun. Lett., 2014

GrainFlow: Enable testing for future internet architectures by per-bit customization.

[BibT_eX]

[DOI]

Comput. Networks, 2014

Social-aware D2D communications: qualitative insights and quantitative analysis.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2014

Temporal capacity graphs for time-varying mobile networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Opportunistic spectrum sharing for wireless virtualization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Location patterns and predictability of large scale urban vehicular mobility.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Relay schemes for intermittently connected vehicular networks with heterogeneous nodes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

SDN-based live VM migration across datacenters.

[BibT_eX]

[DOI]

Jiaqiang Liu

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Achieving efficient and fast update for multiple flows in software-defined networks.

[BibT_eX]

[DOI]

Yujie Liu

Yue Wang

Jian Yuan

Proceedings of the 2014 ACM SIGCOMM workshop on Distributed cloud computing, 2014

Poster: promoting the spatial reuse of millimeter wave networks via software-defined cross-layer design.

[BibT_eX]

[DOI]

Yong Niu

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Adaptive wakeup scheduling based on power-law distributed contacts in delay tolerant networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Joint optimization for resource allocation and mode selection in Device-to-Device communication underlaying cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Optimal VM migration planning for data centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Inter-network spatial sharing with interference mitigation based on IEEE 802.11ad WLAN system.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

2013

An Optimal Relaying Scheme for Delay-Tolerant Networks With Heterogeneous Mobile Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2013

Exponential and Power Law Distribution of Contact Duration in Urban Vehicular Ad Hoc Networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

ZebraBAN: a heterogeneous high-performance energy efficient wireless body sensor network.

[BibT_eX]

[DOI]

IET Wirel. Sens. Syst., 2013

Online Content Dissemination in Hybrid Broadcast-Unicast Networks.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2013

Incremental Re-Embedding Scheme for Evolving Virtual Network Requests.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

Potential Predictability of vehicles' visiting duration in different areas for large scale urban environment.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Characterizing the connectivity of large scale Vehicular Ad-Hoc Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

OpenRAN: a software-defined ran architecture via virtualization.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

M2cloud: software defined multi-site data center network control framework for multi-tenant.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Location prediction for large scale urban vehicular mobility.

[BibT_eX]

[DOI]

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

Opportunistic Spectrum Sharing Based Resource Allocation for Wireless Virtualization.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

On the opportunistic connectivity of large-scale urban vehicular networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 21st IEEE International Conference on Network Protocols, 2013

GrainFlow: Enable data plane innovation at per-bit level.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Modeling the communication contacts in roadside unit aided vehicles opportunistic networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Revealing patterns of opportunistic contact durations and intervals for large scale urban vehicular mobility.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

How does selfishness influence the performance of energy-constrained gossip?

[BibT_eX]

[DOI]