| Jointly Learning Explainable Rules for Recommendation with Knowledge Graph W Ma, M Zhang, Y Cao, W Jin, C Wang, Y Liu, S Ma, X Ren The World Wide Web Conference, 1210-1221, 2019 | 256 | 2019 |
| A survey on the fairness of recommender systems Y Wang, W Ma, M Zhang, Y Liu, S Ma ACM Transactions on Information Systems 41 (3), 1-43, 2023 | 227 | 2023 |
| An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation C Chen, M Zhang, C Wang, W Ma, M Li, Y Liu, S Ma Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 156 | 2019 |
| Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation C Chen, M Zhang, Y Zhang, W Ma, Y Liu, S Ma Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 19-26, 2020 | 153 | 2020 |
| Graph Heterogeneous Multi-Relational Recommendation C Chen, W Ma, M Zhang, Z Wang, X He, C Wang, Y Liu, S Ma Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 3958-3966, 2021 | 151 | 2021 |
| BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval. Y Shao, J Mao, Y Liu, W Ma, K Satoh, M Zhang, S Ma IJCAI, 3501-3507, 2020 | 150 | 2020 |
| Make It a Chorus: Knowledge-and Time-aware Item Modeling for Sequential Recommendation C Wang, M Zhang, W Ma, Y Liu, S Ma Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 147 | 2020 |
| Towards Representation Alignment and Uniformity in Collaborative Filtering C Wang, Y Yu, W Ma, M Zhang, C Chen, Y Liu, S Ma Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 126 | 2022 |
| Neural Logic Reasoning S Shi, H Chen, W Ma, J Mao, M Zhang, Y Zhang CIKM, 2020 | 100 | 2020 |
| Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems C Wang, M Zhang, W Ma, Y Liu, S Ma The World Wide Web Conference, 1977-1987, 2019 | 99 | 2019 |
| Jointly non-sampling learning for knowledge graph enhanced recommendation C Chen, M Zhang, W Ma, Y Liu, S Ma Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 81 | 2020 |
| Temporal Cross-Effects in Knowledge Tracing C Wang, W Ma, M Zhang, C Lv, F Wan, H Lin, T Tang, Y Liu, S Ma Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021 | 78 | 2021 |
| Sequential recommendation with multiple contrast signals C Wang, W Ma, C Chen, M Zhang, Y Liu, S Ma ACM Transactions on Information Systems 41 (1), 1-27, 2023 | 74 | 2023 |
| Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Q Ai, T Bai, Z Cao, Y Chang, J Chen, Z Chen, Z Cheng, S Dong, Z Dou, ... AI Open 4, 80-90, 2023 | 58 | 2023 |
| Toward Dynamic User Intention: Temporal Evolutionary Effects of Item Relations in Sequential Recommendation C Wang, W Ma, M Zhang, C Chen, Y Liu, S Ma ACM Transactions on Information Systems (TOIS) 39 (2), 1-33, 2020 | 52 | 2020 |
| Efficient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation C Chen, M Zhang, W Ma, Y Liu, S Ma Proceedings of The Web Conference 2020, 2400-2410, 2020 | 46 | 2020 |
| Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation S Shi, W Ma, M Zhang, Y Zhang, X Yu, H Shan, Y Liu, S Ma Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 37 | 2020 |
| Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics F Zhang, J Mao, Y Liu, X Xie, W Ma, M Zhang, S Ma Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 35 | 2020 |
| LegalGNN: Legal Information Enhanced Graph Neural Network for Recommendation J Yang, W Ma, M Zhang, X Zhou, Y Liu, S Ma ACM Transactions on Information Systems (TOIS) 40 (2), 1-29, 2021 | 34 | 2021 |
| Revisiting Negative Sampling VS. Non-Sampling in Implicit Recommendation C Chen, W Ma, M Zhang, C Wang, Y Liu, S Ma ACM Transactions on Information Systems 41 (1), 1-25, 2023 | 31 | 2023 |
Min ZhangProfessor, Tsinghua UniversityVerified email at tsinghua.edu.cn
