| Explainable recommendation: A survey and new perspectives Y Zhang, X Chen Foundations and Trends® in Information Retrieval 14 (1), 1-101, 2020 | 1111 | 2020 |
| A survey on large language model based autonomous agents L Wang, C Ma, X Feng, Z Zhang, H Yang, J Zhang, Z Chen, J Tang, ... Frontiers of Computer Science 18 (6), 2024 | 751 | 2024 |
| Learning heterogeneous knowledge base embeddings for explainable recommendation Q Ai, V Azizi, X Chen, Y Zhang Algorithms 11 (9), 137, 2018 | 577* | 2018 |
| Sequential recommendation with user memory networks X Chen, H Xu, Y Zhang, J Tang, Y Cao, Z Qin, H Zha Proceedings of the eleventh ACM international conference on web search and …, 2018 | 559 | 2018 |
| Towards conversational search and recommendation: System ask, user respond Y Zhang, X Chen, Q Ai, L Yang, WB Croft Proceedings of the 27th acm international conference on information and …, 2018 | 437 | 2018 |
| Recbole: Towards a unified, comprehensive and efficient framework for recommendation algorithms WX Zhao, S Mu, Y Hou, Z Lin, Y Chen, X Pan, K Li, Y Lu, H Wang, C Tian, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 428* | 2021 |
| Personalized fashion recommendation with visual explanations based on multimodal attention network: Towards visually explainable recommendation X Chen, H Chen, H Xu, Y Zhang, Y Cao, Z Qin, H Zha Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 343* | 2019 |
| Joint representation learning for top-n recommendation with heterogeneous information sources Y Zhang, Q Ai, X Chen, WB Croft Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 342 | 2017 |
| Aesthetic-based clothing recommendation W Yu, H Zhang, X He, X Chen, L Xiong, Z Qin Proceedings of the 2018 world wide web conference, 649-658, 2018 | 238 | 2018 |
| Learning to rank features for recommendation over multiple categories X Chen, Z Qin, Y Zhang, T Xu Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016 | 189 | 2016 |
| Counterfactual explainable recommendation J Tan, S Xu, Y Ge, Y Li, X Chen, Y Zhang Proceedings of the 30th ACM International Conference on Information …, 2021 | 166 | 2021 |
| Dynamic explainable recommendation based on neural attentive models X Chen, Y Zhang, Z Qin Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 53-60, 2019 | 150 | 2019 |
| Counterfactual data-augmented sequential recommendation Z Wang, J Zhang, H Xu, X Chen, Y Zhang, WX Zhao, JR Wen Proceedings of the 44th international ACM SIGIR conference on research and …, 2021 | 144 | 2021 |
| Learning a hierarchical embedding model for personalized product search Q Ai, Y Zhang, K Bi, X Chen, WB Croft Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 143 | 2017 |
| Personalized key frame recommendation X Chen, Y Zhang, Q Ai, H Xu, J Yan, Z Qin Proceedings of the 40th international ACM SIGIR conference on research and …, 2017 | 117 | 2017 |
| Bridge text and knowledge by learning multi-prototype entity mention embedding Y Cao, L Huang, H Ji, X Chen, J Li Association for Computational Linguistics, 2017 | 110 | 2017 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library WX Zhao, Y Hou, X Pan, C Yang, Z Zhang, Z Lin, J Zhang, S Bian, J Tang, ... arXiv preprint arXiv:2206.07351, 2022 | 109 | 2022 |
| CAFE: Coarse-to-fine neural symbolic reasoning for explainable recommendation Y Xian, Z Fu, H Zhao, Y Ge, X Chen, Q Huang, S Geng, Z Qin, G De Melo, ... Proceedings of the 29th ACM International Conference on Information …, 2020 | 107 | 2020 |
| Don't make your llm an evaluation benchmark cheater K Zhou, Y Zhu, Z Chen, W Chen, WX Zhao, X Chen, Y Lin, JR Wen, J Han arXiv preprint arXiv:2311.01964, 2023 | 104 | 2023 |
| Time matters: Sequential recommendation with complex temporal information W Ye, S Wang, X Chen, X Wang, Z Qin, D Yin Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 94 | 2020 |
Yongfeng ZhangProfessor of Computer Science, Rutgers UniversityVerified email at rutgers.edu