Jun Wang

2026

doi dblp
LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation.
Bohao Wang|Feng Liu|Changwang Zhang|Jiawei Chen|Yudi Wu|Sheng Zhou|Xingyu Lou|Jun Wang|Yan Feng|Chun Chen|Can Wang
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
Field Matters: A Lightweight LLM-enhanced Method for CTR Prediction.
Yu Cui|Feng Liu|Jiawei Chen|Xingyu Lou|Changwang Zhang|Jun Wang|Yuegang Sun|Xiaohu Yang|Can Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks.
Yuanyi Song|Heyuan Huang|Qiqiang Lin|Yin Zhao|Xiangmou Qu|Jun Wang|Xingyu Lou|Weiwen Liu|Zhuosheng Zhang|Jun Wang|Zhaoxiang Wang|Yong Yu|Weinan Zhang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Does LLM Focus on the Right Words? Mitigating Context Bias in LLM-based Recommenders.
Bohao Wang|Jiawei Chen|Feng Liu|Changwang Zhang|Jun Wang|Canghong Jin|Chun Chen|Can Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks.
Naen Xu|Jinghuai Zhang|Ping He|Chunyi Zhou|Jun Wang|Zhihui Fu|Tianyu Du|Zhaoxiang Wang|Shouling Ji
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Sharpness-Aware Minimization for Generalized Embedding Learning in Federated Recommendation.
Fengyuan Yu|Xiaohua Feng|Yuyuan Li|Changwang Zhang|Jun Wang|Chaochao Chen
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Post-Training Attribute Unlearning in Recommender Systems.
Chaochao Chen|Yizhao Zhang|Yuyuan Li|Jun Wang|Lianyong Qi|Xiaolong Xu|Xiaolin Zheng|Jianwei Yin
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1
doi dblp
Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype.
Jiaming Qian|Xinting Liao|Xiangmou Qu|Zhihui Fu|Xingyu Lou|Changwang Zhang|Pengyang Zhou|Zijun Zhou|Jun Wang|Chaochao Chen
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Training-free Periodic Interest Augmentation in Incremental Recommendation.
Heyuan Huang|Xingyu Lou|Changwang Zhang|Chaochao Chen|Kuiyao Dong|Feng Lu|Han Lei|Yihao Wang|Wangchunshu Zhou|Jun Wang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender.
Bohao Wang|Feng Liu|Jiawei Chen|Xingyu Lou|Changwang Zhang|Jun Wang|Yuegang Sun|Yan Feng|Chun Chen|Can Wang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation.
Pengyang Zhou|Chaochao Chen|Weiming Liu|Wenkai Shen|Xinting Liao|Huarong Deng|Zhihui Fu|Jun Wang|Wu Wen|Xiaolin Zheng
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning.
Pengyang Zhou|Chaochao Chen|Weiming Liu|Xinting Liao|Fengyuan Yu|Zhihui Fu|Xingyu Lou|Wu Wen|Xiaolin Zheng|Jun Wang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation.
Weiming Liu|Chaochao Chen|Jiahe Xu|Xinting Liao|Fan Wang|Xiaolin Zheng|Zhihui Fu|Ruiguang Pei|Jun Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation.
Heyuan Huang|Hany Azzam|Chaochao Chen|Thomas Roelleke|Pengxiang Cheng|Xingyu Lou|Hany Azzam|Chaochao Chen|Thomas Roelleke|Pengxiang Cheng|Yue Xin|Chengwei He|Xiang Liu|Jun Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024