| Matryoshka Representation Learning for Recommendation R Lai, L Chen, W Chen, R Chen arXiv preprint arXiv:2406.07432, 2024 | | 2024 |
| Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain Y Zhang, Y Jin, L Chen, T Yang arXiv preprint arXiv:2405.13560, 2024 | | 2024 |
| Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults Y Jin, W Cai, L Chen, Y Zhang, G Doherty, T Jiang arXiv preprint arXiv:2403.01413, 2024 | | 2024 |
| Adaptive Hardness Negative Sampling for Collaborative Filtering R Lai, R Chen, Q Han, C Zhang, L Chen arXiv preprint arXiv:2401.05191, 2024 | 4 | 2024 |
| FMMRec: Fairness-aware Multimodal Recommendation W Chen, L Chen, Y Ni, Y Zhao, F Yuan, Y Zhang arXiv preprint arXiv:2310.17373, 2023 | 2 | 2023 |
| Prompt distillation for efficient llm-based recommendation L Li, Y Zhang, L Chen Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 50 | 2023 |
| RecSys 2023 Chairs' Welcome J Zhang, L Chen, S Berkovsky, M Zhang, T Di Noia, J Basilico, L Pizzato, ... 17th ACM Conference on Recommender Systems, RecSys 2023, iii-v, 2023 | | 2023 |
| Tutorial on Large Language Models for Recommendation W Hua, L Li, S Xu, L Chen, Y Zhang Proceedings of the 17th ACM Conference on Recommender Systems, 1281-1283, 2023 | 17 | 2023 |
| Augmented Negative Sampling for Collaborative Filtering Y Zhao, R Chen, R Lai, Q Han, H Song, L Chen Proceedings of the 17th ACM Conference on Recommender Systems, 256-266, 2023 | 6 | 2023 |
| Large Language Models for Generative Recommendation: A Survey and Visionary Discussions L Li, Y Zhang, D Liu, L Chen arXiv preprint arXiv:2309.01157, 2023 | 47 | 2023 |
| How do item features and user characteristics affect users' perceptions of recommendation serendipity? A cross-domain analysis (Dec, 10.1007/s11257-022-09350-x, 2022) N Wang, L Chen USER MODELING AND USER-ADAPTED INTERACTION 33 (3), 767-767, 2023 | | 2023 |
| How do item features and user characteristics affect users’ perceptions of recommendation serendipity? A cross-domain analysis N Wang, L Chen User Modeling and User-Adapted Interaction 33 (3), 727-765, 2023 | 7* | 2023 |
| “Listen to Music, Listen to Yourself”: Design of a Conversational Agent to Support Self-Awareness While Listening to Music W Cai, Y Jin, X Zhao, L Chen Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 9 | 2023 |
| Understanding Disclosure and Support for Youth Mental Health in Social Music Communities Y Jin, W Cai, L Chen, Y Dai, T Jiang Proceedings of the ACM on Human-Computer Interaction 7 (CSCW1), 1-32, 2023 | 5 | 2023 |
| Personalized prompt learning for explainable recommendation L Li, Y Zhang, L Chen ACM Transactions on Information Systems 41 (4), 1-26, 2023 | 122 | 2023 |
| The Influence of Personality Traits on User Interaction with Recommendation Interfaces D Yan, L Chen ACM Transactions on Interactive Intelligent Systems 13 (1), 1-39, 2023 | 4 | 2023 |
| REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation X Chen, J Zhang, L Wang, Q Dai, Z Dong, R Tang, R Zhang, L Chen, ... arXiv preprint arXiv:2303.00168, 2023 | 6 | 2023 |
| Comparing button-based chatbots with webpages for presenting fact-checking results: A case study of health information X Zhao, L Chen, Y Jin, X Zhang Information Processing & Management 60 (2), 103203, 2023 | 12 | 2023 |
| Disentangled Negative Sampling for Collaborative Filtering R Lai, L Chen, Y Zhao, R Chen, Q Han Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 9 | 2023 |
| ACM Transactions on Recommender Systems: Inaugural Issue Editorial L Chen, D Jannach ACM Transactions on Recommender Systems 1 (1), 1-1, 2023 | | 2023 |
Pearl PuMaître d'enseignement et de recherche (senior scientist), EPFLVerified email at epfl.ch