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Bowen Zheng
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Adapting large language models by integrating collaborative semantics for recommendation
B Zheng, Y Hou, H Lu, Y Chen, WX Zhao, M Chen, JR Wen
2024 IEEE 40th International Conference on Data Engineering (ICDE), 1435-1448, 2024
2682024
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
662023
Generative recommender with end-to-end learnable item tokenization
E Liu, B Zheng, C Ling, L Hu, H Li, WX Zhao
Proceedings of the 48th International ACM SIGIR Conference on Research and …, 2025
26*2025
A large language model enhanced sequential recommender for joint video and comment recommendation
B Zheng, Z Lin, E Liu, C Yang, E Bai, C Ling, WX Zhao, JR Wen
arXiv preprint arXiv:2403.13574, 2024
182024
Reciprocal sequential recommendation
B Zheng, Y Hou, WX Zhao, Y Song, H Zhu
Proceedings of the 17th ACM Conference on Recommender Systems, 89-100, 2023
172023
Universal Item Tokenization for Transferable Generative Recommendation
B Zheng, H Lu, Y Chen, WX Zhao, JR Wen
arXiv preprint arXiv:2504.04405, 2025
92025
LARES: Latent Reasoning for Sequential Recommendation
E Liu, B Zheng, X Wang, WX Zhao, J Wang, S Chen, JR Wen
arXiv preprint arXiv:2505.16865, 2025
82025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization
B Zheng, E Liu, Z Chen, Z Ma, Y Wang, WX Zhao, JR Wen
arXiv preprint arXiv:2504.04400, 2025
72025
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
72024
LLMBox: A comprehensive library for large language models
T Tang, H Yiwen, B Li, W Luo, Z Qin, H Sun, J Wang, S Xu, X Cheng, ...
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
72024
Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation
B Zheng, X Wang, E Liu, X Wang, H Lu, Y Chen, WX Zhao, JR Wen
Proceedings of the 34th ACM International Conference on Information and …, 2025
4*2025
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation
E Liu, B Zheng, WX Zhao, JR Wen
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and …, 2025
32025
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