Bowen Zheng

According to our database, Bowen Zheng authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LARES: Latent Reasoning for Sequential Recommendation.

Enze Liu, Bowen Zheng, Xiaolei Wang, Wayne Xin Zhao, Jinpeng Wang, Sheng Chen, Ji-Rong Wen

CoRR, May, 2025

DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation.

Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen

CoRR, May, 2025

Universal Item Tokenization for Transferable Generative Recommendation.

Bowen Zheng, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen

CoRR, April, 2025

Pre-training Generative Recommender with Multi-Identifier Item Tokenization.

Bowen Zheng, Enze Liu, Zhongfu Chen, Zhongrui Ma, Yue Wang, Wayne Xin Zhao, Ji-Rong Wen

CoRR, April, 2025

Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation.

Enze Liu, Bowen Zheng, Wayne Xin Zhao, Ji-Rong Wen

CoRR, March, 2025

Generative Recommender with End-to-End Learnable Item Tokenization.

Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation.

Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

End-to-End Learnable Item Tokenization for Generative Recommendation.

Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao

CoRR, 2024

LLMBox: A Comprehensive Library for Large Language Models.

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

CoRR, 2024

A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation.

Bowen Zheng, Zihan Lin, Enze Liu, Chen Yang, Enyang Bai, Cheng Ling, Wayne Xin Zhao, Ji-Rong Wen

CoRR, 2024

Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.

Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems.

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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Reciprocal Sequential Recommendation.

Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

Recent Advances in RecBole: Extensions with more Practical Considerations.

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

CoRR, 2022