A survey of large language models WX Zhao, K Zhou, J Li, T Tang, X Wang, Y Hou, Y Min, B Zhang, J Zhang, ... arXiv preprint arXiv:2303.18223, 2023 | 3520* | 2023 |
Large language models are zero-shot rankers for recommender systems Y Hou, J Zhang, Z Lin, H Lu, R Xie, J McAuley, WX Zhao European Conference on Information Retrieval, 364-381, 2024 | 289 | 2024 |
Recommendation as instruction following: A large language model empowered recommendation approach J Zhang, R Xie, Y Hou, WX Zhao, L Lin, JR Wen arXiv preprint arXiv:2305.07001, 2023 | 178 | 2023 |
Prompting large language models for recommender systems: A comprehensive framework and empirical analysis L Xu, J Zhang, B Li, J Wang, M Cai, WX Zhao, JR Wen arXiv preprint arXiv:2401.04997, 2024 | 39 | 2024 |
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems J Zhang, Y Hou, R Xie, W Sun, J McAuley, WX Zhao, L Lin, JR Wen | 38 | 2023 |
Towards a more user-friendly and easy-to-use benchmark library for recommender systems L Xu, Z Tian, G Zhang, J Zhang, L Wang, B Zheng, Y Li, J Tang, Z Zhang, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 24 | 2023 |
Generative next-basket recommendation W Sun, R Xie, J Zhang, WX Zhao, L Lin, JR Wen Proceedings of the 17th ACM Conference on Recommender Systems, 737-743, 2023 | 7 | 2023 |
Distillation is All You Need for Practically Using Different Pre-trained Recommendation Models W Sun, R Xie, J Zhang, WX Zhao, L Lin, JR Wen arXiv preprint arXiv:2401.00797, 2024 | 3 | 2024 |
Sequence-level Semantic Representation Fusion for Recommender Systems L Xu, Z Tian, B Li, J Zhang, D Wang, H Wang, J Wang, S Chen, WX Zhao Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 1 | 2024 |
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation B Zheng, J Zhang, H Lu, Y Chen, M Chen, WX Zhao, JR Wen arXiv preprint arXiv:2409.05633, 2024 | 1 | 2024 |
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation J Zhang, R Xie, W Sun, L Lin, WX Zhao, JR Wen Findings of the Association for Computational Linguistics: EMNLP 2024, 12580 …, 2024 | | 2024 |