Junjie Zhang

According to our database, Junjie Zhang authored at least 19 papers between 2022 and 2025.

Collaborative distances:

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

2025

Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.

Junjie Zhang, Ruobing Xie, Yupeng Hou, Xin Zhao, Leyu Lin, Ji-Rong Wen

ACM Trans. Inf. Syst., September, 2025

Review-Enhanced Universal Sequence Representation Learning for Recommender Systems.

Junjie Zhang, Wenqi Sun, Yupeng Hou, Wayne Xin Zhao, Ji-Rong Wen

ACM Trans. Inf. Syst., May, 2025

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis.

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

CoRR, May, 2025

Slow Thinking for Sequential Recommendation.

Junjie Zhang, Beichen Zhang, Wenqi Sun, Hongyu Lu, Wayne Xin Zhao, Yu Chen, Ji-Rong Wen

CoRR, April, 2025

Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis.

Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen

ACM Trans. Knowl. Discov. Data, 2025

Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation.

Junjie Zhang, Ruobing Xie, Hongyu Lu, Wenqi Sun, Wayne Xin Zhao, Yu Chen, Zhanhui Kang

Proceedings of the ACM on Web Conference 2025, 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

A Pre-trained Plug-in Mixture-of-LoRAs Model for Transferable Sequential Recommendation.

Wenqi Sun, Ruobing Xie, Junjie Zhang, Zitian Guo, Wayne Xin Zhao, Zhanhui Kang, Ji-Rong Wen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

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

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

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

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

Proceedings of the ACM on Web Conference 2024, 2024

AuriSRec: Adversarial User Intention Learning in Sequential Recommendation.

Junjie Zhang, Ruobing Xie, Wenqi Sun, Leyu Lin, Xin Zhao, Ji-Rong Wen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Proceedings of the Advances in Information Retrieval, 2024

Sequence-level Semantic Representation Fusion for Recommender Systems.

Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Daoyuan Wang, Hongyu Wang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

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, Jian-Yun Nie, Ji-Rong Wen

CoRR, 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

Generative Next-Basket Recommendation.

Wenqi Sun, Ruobing Xie, Junjie Zhang, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

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