Hongzhi Yin

Zijian Wang

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

Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning 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

Single-shot Embedding Dimension Search in Recommender System.

[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

Thinking inside The Box: Learning Hypercube Representations for Group Recommendation.

[BibT_eX]

[DOI]

Jing Long

Yang Wang

Meng Wang

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

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation.

[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

CIRCLE: continual repair across programming languages.

[BibT_eX]

[DOI]

Xiaodong Hao

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation.

[BibT_eX]

[DOI]

Ruihong Qiu

Proceedings of the IEEE International Conference on Data Mining, 2022

Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

exRumourLens: Auditable Rumour Detection with Multi-View Explanations.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Network Alignment with Holistic Embeddings (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Switchable Online Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Hyperbolic Personalized Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Locality Aware Temporal FMs for Crime Prediction.

[BibT_eX]

[DOI]

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

2021

A block-based generative model for attributed network embedding.

[BibT_eX]

[DOI]

World Wide Web, 2021

An integrated model based on deep multimodal and rank learning for point-of-interest recommendation.

[BibT_eX]

[DOI]

World Wide Web, 2021

Utility Mining Across Multi-Dimensional Sequences.

[BibT_eX]

[DOI]

Philippe Fournier-Viger

Han-Chieh Chao

Philip S. Yu

ACM Trans. Knowl. Discov. Data, 2021

FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Disease Prediction via Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Towards Revenue Maximization with Popular and Profitable Products.

[BibT_eX]

[DOI]

Wensheng Gan

Guoting Chen

Philippe Fournier-Viger

Chien-Ming Chen

Philip S. Yu

Trans. Data Sci., 2021

Scalable Robust Graph Embedding with Spark.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Efficient Streaming Subgraph Isomorphism with Graph Neural Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Link-Intensive Alignment for Incomplete Knowledge Graphs.

[BibT_eX]

[DOI]

Huynh Quyet Thang

CoRR, 2021

Graph Augmentation-Free Contrastive Learning for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Self-supervised Graph Learning for Occasional Group Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

A dual benchmarking study of facial forgery and facial forensics.

[BibT_eX]

[DOI]

CoRR, 2021

PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion.

[BibT_eX]

[DOI]

Lizhen Cui

CoRR, 2021

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling.

[BibT_eX]

[DOI]

CoRR, 2021

Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Embedding for Recommendation against Attribute Inference Attacks.

[BibT_eX]

[DOI]

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

Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Response Selection.

[BibT_eX]

[DOI]

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

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation.

[BibT_eX]

[DOI]

Xiangliang Zhang

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

Multi-level Hyperedge Distillation for Social Linking Prediction on Sparsely Observed Networks.

[BibT_eX]

[DOI]

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

Heterogeneous Hypergraph Embedding for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Pre-Training Graph Neural Networks for Cold-Start Users and Items Representation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Temporal Meta-path Guided Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Privacy Protection in Deep Multi-modal Retrieval.

[BibT_eX]

[DOI]

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

Decoupling Representation Learning and Classification for GNN-based Anomaly Detection.

[BibT_eX]

[DOI]

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

Learning to Ask Appropriate Questions in Conversational Recommendation.

[BibT_eX]

[DOI]

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

Enhancing Domain-Level and User-Level Adaptivity in Diversified Recommendation.

[BibT_eX]

[DOI]

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

Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Where are we in embedding spaces?

[BibT_eX]

[DOI]

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

Socially-Aware Self-Supervised Tri-Training for Recommendation.

[BibT_eX]

[DOI]

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

ImGAGN: Imbalanced Network Embedding via Generative Adversarial Graph Networks.

[BibT_eX]

[DOI]

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

Learning Elastic Embeddings for Customizing On-Device Recommenders.

[BibT_eX]

[DOI]

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

Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation.

[BibT_eX]

[DOI]

Ruihong Qiu

Proceedings of the IEEE International Conference on Data Mining, 2021

Gallat: A Spatiotemporal Graph Attention Network for Passenger Demand Prediction.

[BibT_eX]

[DOI]

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

Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract).

[BibT_eX]

[DOI]

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

Reliable Recommendation with Review-level Explanations.

[BibT_eX]

[DOI]

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

DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks.

[BibT_eX]

[DOI]

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

International Workshop on Privacy, Security and Trust in Computational Intelligence (PSTCI2021).

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

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

Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation.

[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

GDFM: Gene Vectors Embodied Deep Attentional Factorization Machines for Interaction prediction.

[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

A Knowledge-Aware Recommender with Attention-Enhanced Dynamic Convolutional Network.

[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

Lightweight Self-Attentive Sequential Recommendation.

[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

Self-Supervised Graph Co-Training for Session-based Recommendation.

[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

Subgraph Convolutional Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation.

[BibT_eX]

[DOI]

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

2020

Extracting representative user subset of social networks towards user characteristics and topological features.

[BibT_eX]

[DOI]

World Wide Web, 2020

Group-level personality detection based on text generated networks.

[BibT_eX]

[DOI]

World Wide Web, 2020

Semi-supervised clustering with deep metric learning and graph embedding.

[BibT_eX]

[DOI]

World Wide Web, 2020

SGPM: a privacy protected approach of time-constrained graph pattern matching in cloud.

[BibT_eX]

[DOI]

World Wide Web, 2020

Cluster query: a new query pattern on temporal knowledge graph.

[BibT_eX]

[DOI]

World Wide Web, 2020

CRSAL: Conversational Recommender Systems with Adversarial Learning.

[BibT_eX]

[DOI]

Xiangliang Zhang

ACM Trans. Inf. Syst., 2020

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Local Variational Feature-Based Similarity Models for Recommending Top-<i>N</i> New Items.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Personalized Video Recommendation Using Rich Contents from Videos.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Few-Shot Deep Adversarial Learning for Video-Based Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Group-Based Recurrent Neural Networks for POI Recommendation.

[BibT_eX]

[DOI]

Trans. Data Sci., 2020

Enhanced factorization machine via neural pairwise ranking and attention networks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Online sales prediction via trend alignment-based multitask recurrent neural networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

User Account Linkage Across Multiple Platforms with Location Data.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2020

Semantic trajectory representation and retrieval via hierarchical embedding.

[BibT_eX]

[DOI]

Inf. Sci., 2020

TEAGS: time-aware text embedding approach to generate subgraphs.

[BibT_eX]

[DOI]

Mohammad Reza Kangavari

Data Min. Knowl. Discov., 2020

Deep Pairwise Hashing for Cold-start Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Enhance Social Recommendation with Adversarial Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices.

[BibT_eX]

[DOI]

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

GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection.

[BibT_eX]

[DOI]

Shijie Zhang

Lizhen Cui

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

GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation.

[BibT_eX]

[DOI]

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

FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort.

[BibT_eX]

[DOI]

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

Try This Instead: Personalized and Interpretable Substitute Recommendation.

[BibT_eX]

[DOI]

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

Recommending Courses in MOOCs for Jobs: An Auto Weak Supervision Approach.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction.

[BibT_eX]

[DOI]

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

Discovering Subsequence Patterns for Next POI Recommendation.

[BibT_eX]

[DOI]

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

Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks.

[BibT_eX]

[DOI]

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

Group Recommendation with Latent Voting Mechanism.

[BibT_eX]

[DOI]

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

Graph Embeddings for One-pass Processing of Heterogeneous Queries.

[BibT_eX]

[DOI]

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

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.

[BibT_eX]

[DOI]

Wen-Chih Peng

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

EPARS: Early Prediction of At-Risk Students with Online and Offline Learning Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Neural Pairwise Ranking Factorization Machine for Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Decentralized Embedding Framework for Large-Scale Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

User identity linkage across social networks via linked heterogeneous network embedding.

[BibT_eX]

[DOI]

World Wide Web, 2019

Layered convolutional dictionary learning for sparse coding itemsets.

[BibT_eX]

[DOI]

World Wide Web, 2019

Matching user accounts across social networks based on username and display name.

[BibT_eX]

[DOI]

World Wide Web, 2019

Leveraging multi-aspect time-related influence in location recommendation.

[BibT_eX]

[DOI]

Mohammad Reza Kangavari

Ngai-Man Cheung

World Wide Web, 2019

Spatiotemporal Representation Learning for Translation-Based POI Recommendation.

[BibT_eX]

[DOI]

Tieyun Qian

Bei Liu

ACM Trans. Inf. Syst., 2019

Efficient User Guidance for Validating Participatory Sensing Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

User Guidance for Efficient Fact Checking.

[BibT_eX]

[DOI]

Bela Stantic

Proc. VLDB Endow., 2019

From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms.

[BibT_eX]

[DOI]

Bela Stantic

Proc. VLDB Endow., 2019

An Efficient Framework for Multiple Subgraph Pattern Matching Models.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

Parallel Computation of Graph Embeddings.

[BibT_eX]

[DOI]

CoRR, 2019

Few-Shot Deep Adversarial Learning for Video-based Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

MCP: A multi-component learning machine to predict protein secondary structure.

[BibT_eX]

[DOI]

Leila Khalatbari

Mohammadreza Kangavari

Saeid Hosseini

Ngai-Man Cheung

Comput. Biol. Medicine, 2019

Online User Representation Learning Across Heterogeneous Social Networks.

[BibT_eX]

[DOI]

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

Enhancing Collaborative Filtering with Generative Augmentation.

[BibT_eX]

[DOI]

Qinyong Wang

Hao Wang

Lizhen Cui

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

Origin-Destination Matrix Prediction via Graph Convolution: a New Perspective of Passenger Demand Modeling.

[BibT_eX]

[DOI]

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

Streaming Session-based Recommendation.

[BibT_eX]

[DOI]

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

Inferring Substitutable Products with Deep Network Embedding.

[BibT_eX]

[DOI]

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

Generating Reliable Friends via Adversarial Training to Improve Social Recommendation.

[BibT_eX]

[DOI]

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

Social Influence-Based Group Representation Learning for Group Recommendation.

[BibT_eX]

[DOI]

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

AIR: Attentional Intention-Aware Recommender Systems.

[BibT_eX]

[DOI]

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

Exploiting Centrality Information with Graph Convolutions for Network Representation Learning.

[BibT_eX]

[DOI]

Hongxu Chen

Wen-Chih Peng

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

Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Semi-supervised Clustering with Deep Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

What Can History Tell Us?

[BibT_eX]

[DOI]

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

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks.

[BibT_eX]

[DOI]

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

Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test?

[BibT_eX]

[DOI]

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

2018

Spatiotemporal Recommendation in Geo-Social Networks.

[BibT_eX]

[DOI]

Bin Cui

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Exploiting detected visual objects for frame-level video filtering.

[BibT_eX]

[DOI]

World Wide Web, 2018

Computing Crowd Consensus with Partial Agreement.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

TPM: A Temporal Personalized Model for Spatial Item Recommendation.

[BibT_eX]

[DOI]

Weiqing Wang

Xingzhong Du

ACM Trans. Intell. Syst. Technol., 2018

Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

A deep dive into user display names across social networks.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Matching user accounts based on user generated content across social networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

MCP: a multi-component learning machine for prediction of protein secondary structure.

[BibT_eX]

[DOI]

Leila Khalatbari

Mohammadreza Kangavari

Saeid Hosseini

Ngai-Man Cheung

CoRR, 2018

Discrete Deep Learning for Fast Content-Aware Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Extracting Representative User Subset of Social Networks Towards User Characteristics and Topological Features.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Unified User and Item Representation Learning for Joint Recommendation in Social Network.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Streaming Ranking Based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Look Deeper See Richer: Depth-aware Image Paragraph Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Mining Subgraphs from Propagation Networks through Temporal Dynamic Analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Discrete Ranking-based Matrix Factorization with Self-Paced Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

StockAssIstant: A Stock AI Assistant for Reliability Modeling of Stock Comments.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Neural Memory Streaming Recommender Networks with Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

PME: Projected Metric Embedding on Heterogeneous Networks for Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Towards the Learning of Weighted Multi-label Associative Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

LC-RNN: A Deep Learning Model for Traffic Speed Prediction.

[BibT_eX]

[DOI]

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

TADA: Trend Alignment with Dual-Attention Multi-task Recurrent Neural Networks for Sales Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Joint Event-Partner Recommendation in Event-Based Social Networks.

[BibT_eX]

[DOI]

Lei Zou

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Effective and Efficient User Account Linkage across Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Publishing Graph Node Strength Histogram with Edge Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

A Privacy-Preserving Framework for Subgraph Pattern Matching in Cloud.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation.

[BibT_eX]

[DOI]

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

TSAUB: A Temporal-Sentiment-Aware User Behavior Model for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2018

2017

Answer validation for generic crowdsourcing tasks with minimal efforts.

[BibT_eX]

[DOI]

VLDB J., 2017

Argument discovery via crowdsourcing.

[BibT_eX]

[DOI]

VLDB J., 2017

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Leveraging Multi-aspect Time-related Influence in Location Recommendation.

[BibT_eX]

[DOI]

CoRR, 2017

Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection.

[BibT_eX]

[DOI]

CoRR, 2017

Recommendation in Context-Rich Environment: An Information Network Analysis Approach.

[BibT_eX]

[DOI]

Yizhou Sun

Xiang Ren

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

Understanding the User Display Names across Social Networks.

[BibT_eX]

[DOI]

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

People Opinion Topic Model: Opinion based User Clustering in Social Networks.

[BibT_eX]

[DOI]

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

Influenced Nodes Discovery in Temporal Contact Network.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

A Location-Sentiment-Aware Recommender System for Both Home-Town and Out-of-Town Users.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Retaining Data from Streams of Social Platforms with Minimal Regret.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

SPTF: A Scalable Probabilistic Tensor Factorization Model for Semantic-Aware Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Mobi-SAGE: A Sparse Additive Generative Model for Mobile App Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Exploiting Spatio-Temporal User Behaviors for User Linkage.

[BibT_eX]

[DOI]

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

Time-Constrained Graph Pattern Matching in a Large Temporal Graph.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

A Time and Sentiment Unification Model for Personalized Recommendation.

[BibT_eX]

[DOI]

Qinyong Wang

Hao Wang

Proceedings of the Web and Big Data - First International Joint Conference, 2017

Group Recommender Model Based on Preference Interaction.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

An Integrated Model for Effective Saliency Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Spatio-Temporal Recommendation in Social Media

[BibT_eX]

[DOI]

Bin Cui

Springer Briefs in Computer Science, Springer, ISBN: 978-981-10-0748-4, 2016

Distinguishing re-sharing behaviors from re-creating behaviors in information diffusion.

[BibT_eX]

[DOI]

World Wide Web, 2016

Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Adapting to User Interest Drift for POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Exploiting Rich Contents for Personalized Video Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

Graph-Based Metric Embedding for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Expert team finding for review assignment.

[BibT_eX]

[DOI]

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

Keyword-aware continuous kNN query on road networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Discovering interpretable geo-social communities for user behavior prediction.

[BibT_eX]

[DOI]

Shazia Wasim Sadiq

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

SPORE: A sequential personalized spatial item recommender system.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Unified Framework for Fine-Grained Opinion Mining from Online Reviews.

[BibT_eX]

[DOI]

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Learning Graph-based POI Embedding for Location-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Using Detected Visual Objects to Index Video Database.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2016

2015

Dynamic User Modeling in Social Media Systems.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2015

Modeling Location-Based User Rating Profiles for Personalized Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

LSIF: A System for Large-Scale Information Flow Detection Based on Topic-Related Semantic Similarity Measurement.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Discovering Organized POI Groups in a City.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Joint Modeling of User Check-in Behaviors for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Predicting Users' Purchasing Behaviors Using Their Browsing History.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

Predicting Passengers in Public Transportation Using Smart Card Data.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

2014

LCARS: A Spatial Item Recommender System.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2014

A temporal context-aware model for user behavior modeling in social media systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

2013

TeRec: A Temporal Recommender System Over Tweet Stream.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Community Specific Temporal Topic Discovery from Social Media.

[BibT_eX]

[DOI]

CoRR, 2013

LCARS: a location-content-aware recommender system.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A unified model for stable and temporal topic detection from social media data.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012

Challenging the Long Tail Recommendation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

2011

Finding a Wise Group of Experts in Social Networks.

[BibT_eX]

[DOI]