| 2026 | SIGIR | GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items. | Chenglei Shen, Teng Shi, Weijie Yu, Xiao Zhang, Jun Xu |
| 2026 | SIGIR | Mining Informative Interests via Latent Cross Reasoning for Search Enhanced Recommendation. | Teng Shi, Weicong Qin, Weijie Yu, Xiao Zhang, Ming He, Jianping Fan, Jun Xu |
| 2026 | SIGIR | Disentangling from Collaborative and Semantic Views: Graph Collaborative Filtering for Q&A Recommendation. | Changshuo Zhang, Teng Shi, Xiao Zhang, Yanping Zheng, Ruobing Xie, Qi Liu, Jun Xu |
| 2025 | CIKM | Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation. | Teng Shi, Weijie Yu, Xiao Zhang, Ming He, Jianping Fan, Jun Xu |
| 2025 | CIKM | PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization. | Kepu Zhang, Teng Shi, Weijie Yu, Jun Xu |
| 2025 | EMNLP | Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search. | Weicong Qin, Yi Xu, Weijie Yu, Teng Shi, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu |
| 2025 | RecSys | GenSAR: Unifying Balanced Search and Recommendation with Generative Retrieval. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu |
| 2025 | RecSys | Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation. | Changshuo Zhang, Xiao Zhang, Teng Shi, Jun Xu, Ji-Rong Wen |
| 2025 | SIGIR | Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li |
| 2024 | CIKM | SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback. | Kepu Zhang, Teng Shi, Sunhao Dai, Xiao Zhang, Yinfeng Li, Jing Lu, Xiaoxue Zang, Yang Song, Jun Xu |
| 2024 | SIGIR | UniSAR: Modeling User Transition Behaviors between Search and Recommendation. | Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song |