Xiaofeng Gao

Orcid: 0000-0003-1776-8799

Affiliations:
  • Shanghai Jiao Tong University, China
  • University of Texas at Dallas, TX, USA (PhD 2010)


According to our database1, Xiaofeng Gao authored at least 323 papers between 2008 and 2024.

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Bibliography

2024
Nous: Drop-Freeness and Duplicate-Freeness for Consistent Updating in SDN Multicast Routing.
IEEE/ACM Trans. Netw., October, 2024

Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance.
Proc. VLDB Endow., August, 2024

LAMEE: a light all-MLP framework for time series prediction empowering recommendations.
World Wide Web (WWW), March, 2024

Learning to Configure Converters in Hybrid Switching Data Center Networks.
IEEE/ACM Trans. Netw., February, 2024

An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing.
IEEE Trans. Mob. Comput., January, 2024

Encoder-Decoder Based Route Generation Model for Flexible Travel Recommendation.
IEEE Trans. Serv. Comput., 2024

Clustering Based Priority Queue Algorithm for Spatial Task Assignment in Crowdsourcing.
IEEE Trans. Serv. Comput., 2024

A new similarity in clustering through users' interest and social relationship.
Theor. Comput. Sci., 2024

An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis.
CoRR, 2024

Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making.
CoRR, 2024

Towards Personalized Federated Multi-scenario Multi-task Recommendation.
CoRR, 2024

ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting.
CoRR, 2024

Mixture of Link Predictors.
CoRR, 2024

Temporal Interest Network for User Response Prediction.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload Prediction.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FEDGE: An Interference-Aware QoS Prediction Framework for Black-Box Scenario in IaaS Clouds with Domain Generalization.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Spherical Projection Based Clustering Algorithm for Cooperative Sweep Coverage in Crowdsourcing.
Proceedings of the IEEE International Conference on Web Services, 2024

DITune: A Reinforcement Learning Based Framework for Automated Database Index Selection.
Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
An Adaptive Metadata Management Scheme Based on Deep Reinforcement Learning for Large-Scale Distributed File Systems.
IEEE/ACM Trans. Netw., December, 2023

Optimizing incremental SDN upgrades for load balancing in ISP networks.
Theor. Comput. Sci., June, 2023

MiFi: Bounded Update to Optimize Network Performance in Software-Defined Data Centers.
IEEE/ACM Trans. Netw., February, 2023

Cross-Platform Event Popularity Analysis via Dynamic Time Warping and Neural Prediction.
IEEE Trans. Knowl. Data Eng., 2023

Pareto-based Multi-Objective Recommender System with Forgetting Curve.
CoRR, 2023

DSCom: A Data-Driven Self-Adaptive Community-Based Framework for Influence Maximization in Social Networks.
CoRR, 2023

Temporal Interest Network for Click-Through Rate Prediction.
CoRR, 2023

RBNets: A Reinforcement Learning Approach for Learning Bayesian Network Structure.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

An Approximation for Job Scheduling on Cloud with Synchronization and Slowdown Constraints.
Proceedings of the IEEE INFOCOM 2023, 2023

Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution.
Proceedings of the IEEE International Conference on Web Services, 2023

An Approximation for Routing Planning, Mobile Charging, and Energy Sharing for Sensing Devices.
Proceedings of the IEEE International Conference on Web Services, 2023

DeepDLP: Deep Reinforcement Learning based Framework for Dynamic Liner Trade Pricing.
Proceedings of the 17th International Conference on Ubiquitous Information Management and Communication, 2023

Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt Paradigm.
Proceedings of the IEEE International Conference on Data Mining, 2023

Interactive Activities Initiation through Retrieving Hidden Social Information Networks.
Proceedings of the IEEE International Conference on Data Mining, 2023

Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2023

Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level Representation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Online Shipping Container Pricing Strategy Achieving Vanishing Regret with Limited Inventory.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Attentive Hawkes Process Application for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2023

SACA: An End-to-End Method for Dispatching, Routing, and Pricing of Online Bus-Booking.
Proceedings of the Database Systems for Advanced Applications, 2023

Algorithms for Shortest Path Tour Problem in Large-Scale Road Network.
Proceedings of the Computing and Combinatorics - 29th International Conference, 2023

Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms.
Proceedings of the Combinatorial Optimization and Applications, 2023

Graph Clustering Through Users' Properties and Social Influence.
Proceedings of the Combinatorial Optimization and Applications, 2023

An Adaptive Data-Driven Imputation Model for Incomplete Event Series.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
Efficient Crowdsourcing-Aided Positioning and Ground-Truth-Aided Truth Discovery for Mobile Wireless Sensor Networks in Urban Fields.
IEEE Trans. Wirel. Commun., 2022

An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation.
IEEE Trans. Serv. Comput., 2022

On Designing Strategy-Proof Budget Feasible Online Mechanisms for Mobile Crowdsensing With Time-Discounting Values.
IEEE Trans. Mob. Comput., 2022

Cooperative Sweep Coverage Problem With Mobile Sensors.
IEEE Trans. Mob. Comput., 2022

Predicting Hot Events in the Early Period through Bayesian Model for Social Networks.
IEEE Trans. Knowl. Data Eng., 2022

Using Survival Theory in Early Pattern Detection for Viral Cascades.
IEEE Trans. Knowl. Data Eng., 2022

MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing.
IEEE Trans. Knowl. Data Eng., 2022

Multi-Resource VNF Deployment in a Heterogeneous Cloud.
IEEE Trans. Computers, 2022

An End-to-End Learning-Based Metadata Management Approach for Distributed File Systems.
IEEE Trans. Computers, 2022

Which is better? A modularized evaluation for topic popularity prediction.
Knowl. Inf. Syst., 2022

Approximation Designs for Energy Harvesting Relay Deployment in Wireless Sensor Networks.
J. Comput. Sci. Technol., 2022

Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks.
Comput. J., 2022

Friends-Based Crowdsourcing: Algorithms For Task Dissemination Over Social Groups.
Comput. J., 2022

HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Multi-Objective Actor-Critics for Real-Time Bidding in Display Advertising.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Maximum Profit Routing for Mobile Crowdsensing.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service.
Proceedings of the IEEE International Conference on Web Services, 2022

Collection Tree for Wireless Coverage Problem in Mobile Crowdsensing.
Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling.
Proceedings of the IEEE International Conference on Data Mining, 2022

KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity Prediction.
Proceedings of the Database and Expert Systems Applications, 2022

Deep Active Learning Framework for Crowdsourcing-Enhanced Image Classification and Segmentation.
Proceedings of the Database and Expert Systems Applications, 2022

Intelligent Air Traffic Management System Based on Knowledge Graph.
Proceedings of the Database and Expert Systems Applications, 2022

CAKE: A Context-Aware Knowledge Embedding Model of Knowledge Graph.
Proceedings of the Database and Expert Systems Applications, 2022

MDKE: Multi-level Disentangled Knowledge-Based Embedding for Recommender Systems.
Proceedings of the Database Systems for Advanced Applications, 2022

TROP: Task Ranking Optimization Problem on Crowdsourcing Service Platform.
Proceedings of the Database Systems for Advanced Applications, 2022

TEALED: A Multi-Step Workload Forecasting Approach Using Time-Sensitive EMD and Auto LSTM Encoder-Decoder.
Proceedings of the Database Systems for Advanced Applications, 2022

MetisRL: A Reinforcement Learning Approach for Dynamic Routing in Data Center Networks.
Proceedings of the Database Systems for Advanced Applications, 2022

ELA: A Time-Series Forecasting Model for Liner Shipping Based on EMD-LSTM and Attention.
Proceedings of the Computational Data and Social Networks - 11th International Conference, 2022

DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial Crowdsourcing.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

Incremental SDN Deployment to Achieve Load Balance in ISP Networks.
Proceedings of the Algorithmic Aspects in Information and Management, 2022

Cross-Task Knowledge Distillation in Multi-Task Recommendation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Achieving Fast Loop-Free Updates With Ingress Port in Software-Defined Networks.
IEEE/ACM Trans. Netw., 2021

An Approximation Algorithm for Bounded Task Assignment Problem in Spatial Crowdsourcing.
IEEE Trans. Mob. Comput., 2021

ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data.
IEEE Trans. Knowl. Data Eng., 2021

Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model.
IEEE Trans. Knowl. Data Eng., 2021

Quality Inference Based Task Assignment in Mobile Crowdsensing.
IEEE Trans. Knowl. Data Eng., 2021

Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.
IEEE Trans. Knowl. Data Eng., 2021

Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network.
ACM Trans. Knowl. Discov. Data, 2021

Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity.
ACM Trans. Knowl. Discov. Data, 2021

A unified task recommendation strategy for realistic mobile crowdsourcing system.
Theor. Comput. Sci., 2021

Preface: special issue on the annual international conference on combinatorial optimization and applications (COCOA).
J. Comb. Optim., 2021

FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks.
CoRR, 2021

FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Recommendation System with Reasoning Path Based on DQN and Knowledge Graph.
Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

An Attention-Based Forecasting Network for Intelligent Services in Manufacturing.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021

A Reinforcement Learning Model for Influence Maximization in Social Networks.
Proceedings of the Database Systems for Advanced Applications, 2021

GCAN: A Group-Wise Collaborative Adversarial Networks for Item Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2021

SRecGAN: Pairwise Adversarial Training for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2021

Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts.
Proceedings of the Database Systems for Advanced Applications, 2021

An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform.
Proceedings of the Database Systems for Advanced Applications, 2021

Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Pache: A Packet Management Scheme of Cache in Data Center Networks.
IEEE Trans. Parallel Distributed Syst., 2020

Scheduling Relaxed Loop-Free Updates Within Tight Lower Bounds in SDNs.
IEEE/ACM Trans. Netw., 2020

Energy Efficient Scheduling Algorithms for Sweep Coverage in Mobile Sensor Networks.
IEEE Trans. Mob. Comput., 2020

Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data.
IEEE Trans. Knowl. Data Eng., 2020

Pricing and allocation algorithm designs in dynamic ridesharing system.
Theor. Comput. Sci., 2020

Hardness of and approximate mechanism design for the bike rebalancing problem.
Theor. Comput. Sci., 2020

General framework, opportunities and challenges for crowdsourcing techniques: A Comprehensive survey.
J. Syst. Softw., 2020

ECN<sup>+</sup>: A marking-aware optimization for ECN threshold via per-Port in Data Center Networks.
J. Netw. Comput. Appl., 2020

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding.
CoRR, 2020

DC-ECN: A machine-learning based dynamic threshold control scheme for ECN marking in DCN.
Comput. Commun., 2020

FB2vec: A Novel Representation Learning Model for Forwarding Behaviors on Online Social Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

An Attention-based Neural Model for Popularity Prediction in Social Service.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Leveraging Social Networks to Enhance Effective Coverage for Mobile Crowdsensing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

FATP: Fairness-Aware Task Planning in Spatial Crowdsourcing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Affinitive Diversity-Aware Task Allocation in Spatial Crowdsourcing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Priority Policy in Multi-Queue Data Center Networks via per-Port ECN Marking.
Proceedings of the 14th International Conference on Ubiquitous Information Management and Communication, 2020

Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

Towards Fine-Grained Indoor White Space Sensing.
Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

Quality-Aware and Penalty-Sensitive Opportunistic Crowdsensing in Mobile Relay Networks.
Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

KPML: A Novel Probabilistic Perspective Kernel Mahalanobis Distance Metric Learning Model for Semi-supervised Clustering.
Proceedings of the Database and Expert Systems Applications, 2020

SentiMem: Attentive Memory Networks for Sentiment Classification in User Review.
Proceedings of the Database Systems for Advanced Applications, 2020

2019
Designing Incentive Mechanisms for Mobile Crowdsensing with Intermediaries.
Wirel. Commun. Mob. Comput., 2019

A Constant Factor Approximation for d-Hop Connected Dominating Set in Three-Dimensional Wireless Networks.
IEEE Trans. Wirel. Commun., 2019

Towards Efficient Multi-Channel Data Broadcast for Multimedia Streams.
IEEE Trans. Parallel Distributed Syst., 2019

An Efficient Ring-Based Metadata Management Policy for Large-Scale Distributed File Systems.
IEEE Trans. Parallel Distributed Syst., 2019

U<sup>2</sup>-Tree: A Universal Two-Layer Distributed Indexing Scheme for Cloud Storage System.
IEEE/ACM Trans. Netw., 2019

Algorithm Design and Analysis for Wireless Relay Network Deployment Problem.
IEEE Trans. Mob. Comput., 2019

Achieving Data Truthfulness and Privacy Preservation in Data Markets.
IEEE Trans. Knowl. Data Eng., 2019

Taxonomy and Evaluation for Microblog Popularity Prediction.
ACM Trans. Knowl. Discov. Data, 2019

Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks.
IEEE Trans. Cybern., 2019

Preface: Special Issue on the Annual International Conference on Combinatorial Optimization and Applications (COCOA).
Theor. Comput. Sci., 2019

An efficient and scalable multi-dimensional indexing scheme for modular data centers.
Data Knowl. Eng., 2019

A Hierarchical Optimizer for Recommendation System Based on Shortest Path Algorithm.
CoRR, 2019

NETR-Tree: An Eifficient Framework for Social-Based Time-Aware Spatial Keyword Query.
CoRR, 2019

Accelerate Data Retrieval by Multi-Dimensional Indexing in Switch-Centric Data Centers.
Comput. J., 2019

Enhancing data delivery in vehicular networks using dual-radio architecture.
CCF Trans. Netw., 2019

Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems.
Proceedings of the World Wide Web Conference, 2019

Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Dual Sequential Prediction Models Linking Sequential Recommendation and Information Dissemination.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

mmHandover: a pre-connection based handover protocol for 5G millimeter wave vehicular networks.
Proceedings of the International Symposium on Quality of Service, 2019

Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Feature Evolution Based Multi-Task Learning for Collaborative Filtering with Social Trust.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

LP-HD: An Efficient Hybrid Model for Topic Detection in Social Network.
Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

Dynamic Load Balancing in Hybrid Switching Data Center Networks with Converters.
Proceedings of the 48th International Conference on Parallel Processing, 2019

Adaptive Routing Reconfigurations to Minimize Flow Cost in SDN-Based Data Center Networks.
Proceedings of the 48th International Conference on Parallel Processing, 2019

QLEC: A Machine-Learning-Based Energy-Efficient Clustering Algorithm to Prolong Network Lifespan for IoT in High-Dimensional Space.
Proceedings of the 48th International Conference on Parallel Processing, 2019

DeepHash: An End-to-End Learning Approach for Metadata Management in Distributed File Systems.
Proceedings of the 48th International Conference on Parallel Processing, 2019

AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management.
Proceedings of the 48th International Conference on Parallel Processing, 2019

IGATA: An Attraction-Based Online Task Recommendation Framework in Freemium-Crowdsourcing Platform.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Deep-RL: Deep Reinforcement Learning for Marking-Aware via per-Port in Data Centers.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Timed Data Plane Update in Data Center Network.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

SENTI2POP: Sentiment-Aware Topic Popularity Prediction on Social Media.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

A Tight Lower Bound for Relaxed Loop-Free Updates in SDNs.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Real-Time Route Planning and Online Order Dispatch for Bus-Booking Platforms.
Proceedings of the Database Systems for Advanced Applications, 2019

Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks.
Proceedings of the Database Systems for Advanced Applications, 2019

LearningTour: A Machine Learning Approach for Tour Recommendation Based on Users' Historical Travel Experience.
Proceedings of the Database Systems for Advanced Applications, 2019

AGREE: Attention-Based Tour Group Recommendation with Multi-modal Data.
Proceedings of the Database Systems for Advanced Applications, 2019

PATRON: A Unified Pioneer-Assisted Task RecommendatiON Framework in Realistic Crowdsourcing System.
Proceedings of the Combinatorial Optimization and Applications, 2019

Reinforcement Learning with Sequential Information Clustering in Real-Time Bidding.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Approximation Algorithms for Sweep Coverage Problem With Multiple Mobile Sensors.
IEEE/ACM Trans. Netw., 2018

Top-kCritical Vertices Query on Shortest Path.
IEEE Trans. Knowl. Data Eng., 2018

Reachability for airline networks: fast algorithm for shortest path problem with time windows.
Theor. Comput. Sci., 2018

Improving Resource Utilization via Virtual Machine Placement in Data Center Networks.
Mob. Networks Appl., 2018

QDR-Tree: An Efcient Index Scheme for Complex Spatial Keyword Query.
CoRR, 2018

NEMO: Novel and efficient multicast routing schemes for Hybrid Data Center Networks.
Comput. Networks, 2018

Holmes: Tackling Data Sparsity for Truth Discovery in Location-Aware Mobile Crowdsensing.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Efficient Approximations for Thinnest Path Problem in Grid Graph.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

eTOUR: A Two-Layer Framework for Tour Recommendation with Super-POIs.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

QITA: Quality Inference Based Task Assignment in Mobile Crowdsensing.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

Crowdsourcing Task Scheduling in Mobile Social Networks.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Provably Efficient Algorithms for VNF Routing Optimization.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Shifter: A Consistent Multicast Routing Update Scheme in Software-Defined Networks.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

EPAB: Early Pattern Aware Bayesian Model for Social Content Popularity Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2018

Flexible Aggregate Nearest Neighbor Queries in Road Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

D2-Tree: A Distributed Double-Layer Namespace Tree Partition Scheme for Metadata Management in Large-Scale Storage Systems.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Basketview: interactive visualization of NBA games.
Proceedings of the 2018 International Conference on Data Science and Information Technology, 2018

QDR-Tree: An Efficient Index Scheme for Complex Spatial Keyword Query.
Proceedings of the Database and Expert Systems Applications, 2018

EPOC: A Survival Perspective Early Pattern Detection Model for Outbreak Cascades.
Proceedings of the Database and Expert Systems Applications, 2018

R^2 -Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks.
Proceedings of the Database and Expert Systems Applications, 2018

CROP: An Efficient Cross-Platform Event Popularity Prediction Model for Online Media.
Proceedings of the Database and Expert Systems Applications, 2018

DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity.
Proceedings of the Database and Expert Systems Applications, 2018

Cease with Bass: A Framework for Real-Time Topic Detection and Popularity Prediction Based on Long-Text Contents.
Proceedings of the Computational Data and Social Networks - 7th International Conference, 2018

Efficient Crowdsourcing Aided Positioning for Mobile Wireless Sensor Networks in Urban Fields.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

Adversarial Training Model Unifying Feature Driven and Point Process Perspectives for Event Popularity Prediction.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Adaptive General Event Popularity Analysis on Streaming Data.
Proceedings of the 5th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, 2018

Algorithm Designs for Dynamic Ridesharing System.
Proceedings of the Algorithmic Aspects in Information and Management, 2018

Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing.
Proceedings of the Algorithmic Aspects in Information and Management, 2018

2017
Traffic Load Balancing Schemes for Devolved Controllers in Mega Data Centers.
IEEE Trans. Parallel Distributed Syst., 2017

Free Talk in the Air: A Hierarchical Topology for 60 GHz Wireless Data Center Networks.
IEEE/ACM Trans. Netw., 2017

A Novel Approximation for Multi-Hop Connected Clustering Problem in Wireless Networks.
IEEE/ACM Trans. Netw., 2017

Energy Efficient Algorithms for k-Sink Minimum Movement Target Coverage Problem in Mobile Sensor Network.
IEEE/ACM Trans. Netw., 2017

A Budget Feasible Incentive Mechanism for Weighted Coverage Maximization in Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2017

Minimizing mobile sensor movements to form a line K-coverage.
Peer-to-Peer Netw. Appl., 2017

On Designing Data Quality-Aware Truth Estimation and Surplus Sharing Method for Mobile Crowdsensing.
IEEE J. Sel. Areas Commun., 2017

Accelerate RNN-based Training with Importance Sampling.
CoRR, 2017

Which is better? A Modularized Evaluation for Topic Popularity Prediction.
CoRR, 2017

IS-ASGD: Importance Sampling Accelerated Asynchronous SGD on Multi-Core Systems.
CoRR, 2017

Coverage problem with uncertain properties in wireless sensor networks: A survey.
Comput. Networks, 2017

Jump-start crowdsensing: A three-layer incentive framework for mobile crowdsensing.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

A privacy-preserving combinatorial auction mechanism for spectrum redistribution.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Fault tolerant mechanism design for time coverage in crowdsensing system.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Towards cost-effective and budget-balanced task allocation in crowdsourcing systems.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

QoE-aware optimization for SVC-based adaptive streaming in D2D communications.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Topology and survivability analysis for flight flow networks: case studies of three China airline companies.
Proceedings of the 11th International Conference on Ubiquitous Information Management and Communication, 2017

Online Auctions with Dynamic Costs for Ridesharing.
Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

BEEP: A Bayesian Perspective Early Stage Event Prediction Model for Online Social Networks.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data Markets.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Approximation Designs for Cooperative Relay Deployment in Wireless Networks.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Optimization of Full-View Barrier Coverage with Rotatable Camera Sensors.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Bandit User Selection Algorithm for Budgeted and Time-Limited Mobile Crowdsensing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Constant-Factor Approximation for Bounded Task Allocation Problem in Crowdsourcing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

AngleCut: A Ring-Based Hashing Scheme for Distributed Metadata Management.
Proceedings of the Database Systems for Advanced Applications, 2017

Is Danmaku an Effective Way for Promoting Event based Social Network?
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Scheduling in Data Broadcasting.
Encyclopedia of Algorithms, 2016

Double Partition.
Encyclopedia of Algorithms, 2016

Quality-Aware Sensing Coverage in Budget-Constrained Mobile Crowdsensing Networks.
IEEE Trans. Veh. Technol., 2016

Efficient R-Tree Based Indexing Scheme for Server-Centric Cloud Storage System.
IEEE Trans. Knowl. Data Eng., 2016

Lowering the volatility: a practical cache allocation prediction and stability-oriented co-runner scheduling algorithms.
J. Supercomput., 2016

Global Optimization for Multi-Channel Wireless Data Broadcast with AH-Tree Indexing Scheme.
IEEE Trans. Computers, 2016

Optimized Virtual Machine Placement with Traffic-Aware Balancing in Data Center Networks.
Sci. Program., 2016

The features, hardware, and architectures of data center networks: A survey.
J. Parallel Distributed Comput., 2016

SMe: explicit & implicit constrained-space probabilistic threshold range queries for moving objects.
GeoInformatica, 2016

A survey on barrier coverage with sensors.
Frontiers Comput. Sci., 2016

ICP: Instantaneous clustering protocol for wireless sensor networks.
Comput. Networks, 2016

ESAP: A Novel Approach for Cross-Platform Event Dissemination Trend Analysis Between Social Network and Search Engine.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Data Ferry Trajectory Planning for Sweep Coverage Problem with Multiple Mobile Sensors.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Efficient Scheduling Strategies for Mobile Sensors in Sweep Coverage Problem.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Selecting most informative contributors with unknown costs for budgeted crowdsensing.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

A PTAS to minimize mobile sensor movement for target coverage problem.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Multiple Influence Maximization in Social Networks.
Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication, 2016

iSim: An Efficient Integrated Similarity Based Collaborative Filtering Approach for Trust Prediction in Service-Oriented Social Networks.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

TECH: A Thermal-Aware and Cost Efficient Mechanism for Colocation Demand Response.
Proceedings of the 45th International Conference on Parallel Processing, 2016

OR-Play: An Optimal Relay Placement Scheme for High-Quality Wireless Network Services.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Revenue Maximization and Contract Enforcement through Representative Bidding in Ad Auctions.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Strategy-Proof Budget Feasible Online Mechanism for Crowdsensing with Time-Discounting Values.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers.
Proceedings of the Database and Expert Systems Applications, 2016

STH-Bass: A Spatial-Temporal Heterogeneous Bass Model to Predict Single-Tweet Popularity.
Proceedings of the Database Systems for Advanced Applications, 2016

A Comprehensive Reachability Evaluation for Airline Networks with Multi-constraints.
Proceedings of the Combinatorial Optimization and Applications, 2016

Connectivity-Aware Virtual Machine Placement in 60 GHz Wireless Cloud Centers.
Proceedings of the Cloud Computing, Security, Privacy in New Computing Environments, 2016

Correlation-Aware Virtual Machine Placement in Data Center Networks.
Proceedings of the Cloud Computing, Security, Privacy in New Computing Environments, 2016

2015
A better approximation for constructing virtual backbone in 3D wireless ad-hoc networks.
Theor. Comput. Sci., 2015

Efficient Line K-Coverage Algorithms in Mobile Sensor Network.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2015

Energy-Aware Clustering and Routing Scheme in Wireless Sensor Network.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2015

Design and optimization for distributed indexing scheme in switch-centric cloud storage system.
Proceedings of the 2015 IEEE Symposium on Computers and Communication, 2015

Good Work Deserves Good Pay: A Quality-Based Surplus Sharing Method for Participatory Sensing.
Proceedings of the 44th International Conference on Parallel Processing, 2015

On Maximizing Reliability of Lifetime Constrained Data Aggregation Tree in Wireless Sensor Networks.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Sheriff: A Regional Pre-alert Management Scheme in Data Center Networks.
Proceedings of the 44th International Conference on Parallel Processing, 2015

A Novel Approximation for Multi-hop Connected Clustering Problem in Wireless Sensor Networks.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

WhiFind: A Matrix Completion Approach for Indoor White Space Identification.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

A Route Scheduling Algorithm for the Sweep Coverage Problem.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

FT-INDEX: A distributed indexing scheme for switch-centric cloud storage system.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

A Distributed Approximation for Multi-Hop Clustering Problem in Wireless Sensor Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Distributed Algorithm for Full-View Barrier Coverage with Rotatable Camera Sensors.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Shorten the Trajectory of Mobile Sensors in Sweep Coverage Problem.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

A Universal Distributed Indexing Scheme for Data Centers with Tree-Like Topologies.
Proceedings of the Database and Expert Systems Applications, 2015

Indexing Multi-dimensional Data in Modular Data Centers.
Proceedings of the Database and Expert Systems Applications, 2015

Some Transformation Methods on Probabilistic Model for Crowdsensing Networks.
Proceedings of the Fifth IEEE International Conference on Big Data and Cloud Computing, 2015

2014
A truthful auction mechanism for channel allocation in multi-radio, multi-channel non-cooperative wireless networks.
Pers. Ubiquitous Comput., 2014

Evaluation and comparison of various indexing schemes in single-channel broadcast communication environment.
Knowl. Inf. Syst., 2014

Guest Editorial: Special Issue from ISCA's 2013 Fall Conference Cluster.
Int. J. Comput. Their Appl., 2014

A New Greedy Algorithm for D-Hop Connected Dominating Set.
Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

An efficient distributed node clustering protocol for high dimensional large-scale wireless sensor networks.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

NICE: Network-aware VM Consolidation scheme for Energy Conservation in Data Centers.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

SOAR: Strategy-proof auction mechanisms for distributed cloud bandwidth reservation.
Proceedings of the IEEE International Conference on Communication Systems, 2014

SphericalMesh: A novel and flexible network topology for 60GHz-based wireless data centers.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

Full-view barrier coverage with rotatable camera sensors.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

Balancing traffic load for devolved controllers in data center networks.
Proceedings of the IEEE Global Communications Conference, 2014

Efficient R-Tree Based Indexing for Cloud Storage System with Dual-Port Servers.
Proceedings of the Database and Expert Systems Applications, 2014

Performance Analysis and Improvement for the Construction of MCDS Problem in 3D Space.
Proceedings of the Combinatorial Optimization and Applications, 2014

DCP: An efficient and distributed data center cache protocol with Fat-Tree topology.
Proceedings of the 16th Asia-Pacific Network Operations and Management Symposium, 2014

2013
Time-Efficient Protocols for Neighbor Discovery in Wireless Ad Hoc Networks.
IEEE Trans. Veh. Technol., 2013

Algebraic data retrieval algorithms for multi-channel wireless data broadcast.
Theor. Comput. Sci., 2013

High performance energy efficient multi-channel wireless data broadcasting system.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

BREW: A bandwidth reservation protocol for multirate anypath routing in wireless mesh networks.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

SETMES: a scalable and efficient tree-based mechanical scheme for multi-channel wireless data broadcast.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013

Energy-efficient IPTV simulcast over fixed WiMAX access systems.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

Dynamic correlative VM placement for quality-assured cloud service.
Proceedings of IEEE International Conference on Communications, 2013

Distributed AH-Tree Based Index Technology for Multi-channel Wireless Data Broadcast.
Proceedings of the Database Systems for Advanced Applications, 2013

2012
Constructing minimum interference connected dominating set for multi-channel multi-radio multi-hop wireless network.
Int. J. Sens. Networks, 2012

A constant-factor approximation for d-hop connected dominating sets in unit disk graph.
Int. J. Sens. Networks, 2012

SHIELD: A Strategy-Proof and Highly Efficient Channel Auction Mechanism for Multi-radio Wireless Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

A Novel Multi-Channel Data Broadcast Scheme for Multimedia Database Systems.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

PHED: Pre-Handshaking Neighbor Discovery Protocols in full duplex wireless ad hoc networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
DNA library screening, pooling design and unitary spaces.
Theor. Comput. Sci., 2011

An exact algorithm for minimum CDS with shortest path constraint in wireless networks.
Optim. Lett., 2011

Efficient Impairment-Constrained 3R Regenerator Placement for Light-Trees in Optical Networks.
JOCN, 2011

Efficient algorithms for supergraph query processing on graph databases.
J. Comb. Optim., 2011

Energy-Efficient Tree-Based Indexing Schemes for Information Retrieval in Wireless Data Broadcast.
Proceedings of the Database Systems for Advanced Applications, 2011

A Novel Hash-Based Streaming Scheme for Energy Efficient Full-Text Search in Wireless Data Broadcast.
Proceedings of the Database Systems for Advanced Applications, 2011

Algebraic Algorithm for Scheduling Data Retrieval in Multi-channel Wireless Data Broadcast Environments.
Proceedings of the Combinatorial Optimization and Applications, 2011

2010
Wireless networking, dominating and packing.
Optim. Lett., 2010

A framework of distributed indexing and data dissemination in large scale wireless sensor networks.
Optim. Lett., 2010

A PTAS for minimum <i>d</i>-hop connected dominating set in growth-bounded graphs.
Optim. Lett., 2010

An efficient approximation for minimum latency broadcast in multi-channel multi-hop wireless networks.
IEEE Commun. Lett., 2010

Distributed Construction of Connected Dominating Sets with Minimum Routing Cost in Wireless Networks.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Efficient Parallel Data Retrieval Protocols with MIMO Antennae for Data Broadcast in 4G Wireless Communications.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2009
PTAS for connected vertex cover in unit disk graphs.
Theor. Comput. Sci., 2009

Algorithms for connected set cover problem and fault-tolerant connected set cover problem.
Theor. Comput. Sci., 2009

Construction of strongly connected dominating sets in asymmetric multihop wireless networks.
Theor. Comput. Sci., 2009

A PTAS for minimum connected dominating set in 3-dimensional Wireless sensor networks.
J. Glob. Optim., 2009

A better constant-factor approximation for weighted dominating set in unit disk graph.
J. Comb. Optim., 2009

Improving cell broadcasting scheme to support multi-lingual service in wireless networks.
IEEE Commun. Lett., 2009

Efficient Distributed Algorithms for Topology Control Problem with Shortest Path Constraints.
Discret. Math. Algorithms Appl., 2009

Analysis on Theoretical Bounds for Approximating Dominating Set Problems.
Discret. Math. Algorithms Appl., 2009

Multi-focal learning and its application to customer service support.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

2008
PTAS for Minimum Connected Dominating Set in Unit Ball Graph.
Proceedings of the Wireless Algorithms, 2008

A Better Theoretical Bound to Approximate Connected Dominating Set in Unit Disk Graph.
Proceedings of the Wireless Algorithms, 2008

Minimum Power Strongly Connected Dominating Sets in Wireless Networks.
Proceedings of the 2008 International Conference on Wireless Networks, 2008

(6+epsilon)-Approximation for Minimum Weight Dominating Set in Unit Disk Graphs.
Proceedings of the Computing and Combinatorics, 14th Annual International Conference, 2008

Polynomial Time Approximation Scheme for Connected Vertex Cover in Unit Disk Graph.
Proceedings of the Combinatorial Optimization and Applications, 2008


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