Junjie Zhang

28 papers A* 3A 3Misc 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Erratum: Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
ACM Trans. Inf. Syst.
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2025 Misc conf
A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation.
ICASSP
Wenqi Sun, Ruobing Xie, Junjie Zhang, Zitian Guo, Wayne Xin Zhao, Zhanhui Kang, Ji-Rong Wen
2025 J jnl
Curriculum-scheduled knowledge distillation from multiple pre-trained teachers for multi-domain sequential recommendation.
World Wide Web (WWW)
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, 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
Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation.
WWW
Junjie Zhang, Ruobing Xie, Hongyu Lu, Wenqi Sun, Wayne Xin Zhao, Yu Chen, Zhanhui Kang
2025 J jnl
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
ACM Trans. Inf. Syst.
Junjie Zhang, Ruobing Xie, Yupeng Hou, Xin Zhao, Leyu Lin, Ji-Rong Wen
2025 J jnl
Review-Enhanced Universal Sequence Representation Learning for Recommender Systems.
ACM Trans. Inf. Syst.
Junjie Zhang, Wenqi Sun, Yupeng Hou, Wayne Xin Zhao, Ji-Rong Wen
2025 A conf
STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning.
CIKM
Chenghao Wu, Ruiyang Ren, Junjie Zhang, Ruirui Wang, Zhongrui Ma, Qi Ye, Wayne Xin Zhao
2025 J jnl
STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning.
CoRR
Chenghao Wu, Ruiyang Ren, Junjie Zhang, Ruirui Wang, Zhongrui Ma, Qi Ye, Wayne Xin Zhao
2025 — conf
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis.
EMNLP (Findings)
Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen
2025 J jnl
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis.
CoRR
Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Wayne Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen
2025 J jnl
Slow Thinking for Sequential Recommendation.
CoRR
Junjie Zhang, Beichen Zhang, Wenqi Sun, Hongyu Lu, Wayne Xin Zhao, Yu Chen, Ji-Rong Wen
2025 J jnl
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis.
ACM Trans. Knowl. Discov. Data
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen
2024 A* conf
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
WWW
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2024 — conf
AuriSRec: Adversarial User Intention Learning in Sequential Recommendation.
EMNLP (Findings)
Junjie Zhang, Ruobing Xie, Wenqi Sun, Leyu Lin, Xin Zhao, Ji-Rong Wen
2024 J jnl
Distillation is All You Need for Practically Using Different Pre-trained Recommendation Models.
CoRR
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
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
Large Language Models are Zero-Shot Rankers for Recommender Systems.
ECIR (2)
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao
2024 J jnl
Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis.
CoRR
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen
2024 A conf
Sequence-level Semantic Representation Fusion for Recommender Systems.
CIKM
Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Daoyuan Wang, Hongyu Wang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao
2024 J jnl
Sequence-level Semantic Representation Fusion for Recommender Systems.
CoRR
Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao
2023 J jnl
A Survey of Large Language Models.
CoRR
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, Jian-Yun Nie, Ji-Rong Wen
2023 J jnl
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.
CoRR
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2023 A conf
Generative Next-Basket Recommendation.
RecSys
Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2023 J jnl
Large Language Models are Zero-Shot Rankers for Recommender Systems.
CoRR
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao
2023 J jnl
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.
CoRR
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
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