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

Dual Contrastive Network for Sequential Recommendation.

[BibT_eX]

[DOI]

Guanyu Lin

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

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

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

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

Learning to Recommend With Multiple Cascading Behaviors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

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

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 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

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

[BibT_eX]

[DOI]

CoRR, 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

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

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

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

Learnable Embedding sizes for Recommender Systems.

[BibT_eX]

[DOI]

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

Group-Buying Recommendation for Social E-Commerce.

[BibT_eX]

[DOI]

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

2020

Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

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

[BibT_eX]

[DOI]

CoRR, 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

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

Price-aware Recommendation with Graph Convolutional Networks.

[BibT_eX]

[DOI]

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

2019

Privacy-preserving Cross-domain Location Recommendation.

[BibT_eX]

[DOI]

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

LambdaOpt: Learn to Regularize Recommender Models in Finer Levels.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

IEEE Access, 2019

Cross-domain Recommendation Without Sharing User-relevant 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

Yong Li

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

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

Neural Multi-task Recommendation from Multi-behavior Data.

[BibT_eX]

[DOI]

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

2018

Learning Recommender Systems from Multi-Behavior Data.

[BibT_eX]

[DOI]

CoRR, 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

Recommender Systems with Characterized Social Regularization.

[BibT_eX]

[DOI]

Tzu-Heng Lin

Chen Gao

Yong Li

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

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

Chen Gao

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