Bowen Zheng

23 papers A* 3A 3Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Research for Recommender Systems.
CoRR
Kesha Ou, Chenghao Wu, Xiaolei Wang, Bowen Zheng, Wayne Xin Zhao, Weitao Li, Long Zhang, Sheng Chen, Ji-Rong Wen
2026 J jnl
Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers.
CoRR
Bingqian Li, Bowen Zheng, Xiaolei Wang, Long Zhang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 A conf
Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation.
CIKM
Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.
KDD (2)
Enze Liu, Bowen Zheng, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.
CoRR
Enze Liu, Bowen Zheng, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation.
CoRR
Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 — conf
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation.
KDD (1)
Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen
2025 A conf
Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation.
RecSys
Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Han Li, Wayne Xin Zhao, Ji-Rong Wen
2025 A* conf
Generative Recommender with End-to-End Learnable Item Tokenization.
SIGIR
Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao
2025 J jnl
LARES: Latent Reasoning for Sequential Recommendation.
CoRR
Enze Liu, Bowen Zheng, Xiaolei Wang, Wayne Xin Zhao, Jinpeng Wang, Sheng Chen, Ji-Rong Wen
2025 J jnl
Pre-training Generative Recommender with Multi-Identifier Item Tokenization.
CoRR
Bowen Zheng, Enze Liu, Zhongfu Chen, Zhongrui Ma, Yue Wang, Wayne Xin Zhao, Ji-Rong Wen
2025 J jnl
Universal Item Tokenization for Transferable Generative Recommendation.
CoRR
Bowen Zheng, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation.
CoRR
Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen
2024 A* conf
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.
ICDE
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
2024 J jnl
End-to-End Learnable Item Tokenization for Generative Recommendation.
CoRR
Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao
2024 J jnl
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation.
CoRR
Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 — conf
LLMBox: A Comprehensive Library for Large Language Models.
ACL (3)
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Ranchi Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Xin Zhao, Ji-Rong Wen
2024 J jnl
LLMBox: A Comprehensive Library for Large Language Models.
CoRR
Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Yuanqian Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen
2023 J jnl
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.
CoRR
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
2023 A conf
Reciprocal Sequential Recommendation.
RecSys
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu
2023 J jnl
Reciprocal Sequential Recommendation.
CoRR
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu
2023 A* conf
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems.
SIGIR
Lanling Xu, Zhen Tian, Gaowei Zhang, Junjie Zhang, Lei Wang, Bowen Zheng, Yifan Li, Jiakai Tang, Zeyu Zhang, Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
2022 J jnl
Recent Advances in RecBole: Extensions with more Practical Considerations.
CoRR
Lanling Xu, Zhen Tian, Gaowei Zhang, Lei Wang, Junjie Zhang, Bowen Zheng, Yifan Li, Yupeng Hou, Xingyu Pan, Yushuo Chen, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen