| Causal representation learning for out-of-distribution recommendation W Wang, X Lin, F Feng, X He, M Lin, TS Chua Proceedings of the ACM Web Conference 2022, 3562-3571, 2022 | 70 | 2022 |
| Generative recommendation: Towards next-generation recommender paradigm W Wang, X Lin, F Feng, X He, TS Chua arXiv preprint arXiv:2304.03516, 2023 | 57 | 2023 |
| Diffusion recommender model W Wang, Y Xu, F Feng, X Lin, X He, TS Chua Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 42 | 2023 |
| A multi-facet paradigm to bridge large language model and recommendation X Lin, W Wang, Y Li, F Feng, SK Ng, TS Chua arXiv preprint arXiv:2310.06491, 2023 | 23 | 2023 |
| Data-efficient Fine-tuning for LLM-based Recommendation X Lin, W Wang, Y Li, S Yang, F Feng, Y Wei, TS Chua arXiv preprint arXiv:2401.17197, 2024 | 10 | 2024 |
| Causal disentangled recommendation against user preference shifts W Wang, X Lin, L Wang, F Feng, Y Ma, TS Chua ACM Transactions on Information Systems 42 (1), 1-27, 2023 | 7 | 2023 |
| Equivariant Learning for Out-of-Distribution Cold-start Recommendation W Wang, X Lin, L Wang, F Feng, Y Wei, TS Chua Proceedings of the 31st ACM International Conference on Multimedia, 903-914, 2023 | 3 | 2023 |
| Popularity-aware Distributionally Robust Optimization for Recommendation System J Zhao, W Wang, X Lin, L Qu, J Zhang, TS Chua Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 1 | 2023 |
| Mitigating spurious correlations for self-supervised recommendation XY Lin, YY Xu, WJ Wang, Y Zhang, FL Feng Machine Intelligence Research 20 (2), 263-275, 2023 | 1 | 2023 |
| A Survey of Generative Search and Recommendation in the Era of Large Language Models Y Li, X Lin, W Wang, F Feng, L Pang, W Li, L Nie, X He, TS Chua arXiv preprint arXiv:2404.16924, 2024 | | 2024 |
| Temporally and Distributionally Robust Optimization for Cold-Start Recommendation X Lin, W Wang, J Zhao, Y Li, F Feng, TS Chua Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8750-8758, 2024 | | 2024 |
| The 2nd Workshop on Recommendation with Generative Models W Wang, Y Zhang, X Lin, F Feng, W Liu, Y Liu, X Zhao, WX Zhao, Y Song, ... arXiv preprint arXiv:2403.04399, 2024 | | 2024 |
| Mitigating spurious correlations for self-supervised recommendation. Machine Intelligence Research XY Lin, YY Xu, WJ Wang, Y Zhang, FL Feng Journal of Automation and Computing 18 (3), 492-502, 2021 | | 2021 |
