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Junjie Zhang
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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
2892024
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
1782023
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
392024
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
382023
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
242023
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
72023
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
32024
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
12024
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
12024
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
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