Junjie Zhang

Researcher, ByteDance Inc.

Joined

June 2023

Names

Junjie Zhang (Preferred)

Emails

****@ruc.edu.cn (Confirmed)

****@bytedance.com (Confirmed)

Personal Links

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2025 – Present

MS student

Gaoling School of Artificial Intelligence, Renmin University of China (ruc.edu.cn)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Xin Zhao

2022 – 2025

Expertise

No areas of expertise listed

Publications

Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation
Junjie Zhang, Ruobing Xie, Hongyu Lu, Wenqi Sun, Xin Zhao, yu chen, Zhanhui Kang
- WWW 2025 Poster
- Readers: Everyone
Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen
- CoRR 2024
- Readers: Everyone
Sequence-level Semantic Representation Fusion for Recommender Systems
Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao
- CoRR 2024
- Readers: Everyone
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
- WWW 2024
- Readers: Everyone
Large Language Models are Zero-Shot Rankers for Recommender Systems
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao
- ECIR (2) 2024
- Readers: Everyone
Distillation is All You Need for Practically Using Different Pre-trained Recommendation Models
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
- CoRR 2024
- Readers: Everyone
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian McAuley, Xin Zhao, Leyu Lin, Ji-Rong Wen
- TheWebConf24 Oral
- Readers: Everyone
A Survey of Large Language Models
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu et al. (2 additional authors not shown)
- 2023 (modified: 18 Apr 2023)
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- SIGIR 2023
- Readers: Everyone
Generative Next-Basket Recommendation
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- RecSys 2023
- Readers: Everyone

View all 14 publications

Co-Authors

View all 42 co-authors