SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback. - Kepu Zhang; Teng Shi; Sunhao Dai; Xiao Zhang 034; Yinfeng Li; Jing Lu; Xiaoxue Zang; Yang Song 008; Jun Xu 001 (CIKM, 2024)

UniSAR: Modeling User Transition Behaviors between Search and Recommendation. - Teng Shi; Zihua Si; Jun Xu 001; Xiao Zhang 034; Xiaoxue Zang; Kai Zheng 001; Dewei Leng; Yanan Niu; Yang Song 008 (SIGIR, 2024)

QAGCF: Graph Collaborative Filtering for Q&A Recommendation. - Changshuo Zhang; Teng Shi; Xiao Zhang 034; Yanping Zheng; Ruobing Xie; Qi Liu 050; Jun Xu 001; Ji-Rong Wen (CoRR, 2024)

A Survey of Controllable Learning: Methods and Applications in Information Retrieval. - Chenglei Shen; Xiao Zhang 034; Teng Shi; Changshuo Zhang; Guofu Xie; Jun Xu 001 (CoRR, 2024)

Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation. - Changshuo Zhang; Teng Shi; Xiao Zhang 034; Qi Liu 050; Ruobing Xie; Jun Xu 001; Ji-Rong Wen (CoRR, 2024)

Model-Agnostic Causal Embedding Learning for Counterfactually Group-Fair Recommendation. - Xiao Zhang 034; Teng Shi; Jun Xu 001; Zhenhua Dong; Ji-Rong Wen (IEEE Trans. Knowl. Data Eng., 2024)

Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. - Teng Shi; Jun Xu 001; Xiao Zhang 034; Xiaoxue Zang; Kai Zheng 001; Yang Song 008; Han Li 005 (SIGIR, 2025)

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation. - Jiakai Tang; Sunhao Dai; Teng Shi; Jun Xu 001; Xu Chen 017; Wen Chen; Wu Jian; Yuning Jiang 001 (CoRR, 2025)

Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation. - Changshuo Zhang; Xiao Zhang 034; Teng Shi; Jun Xu 001; Ji-Rong Wen (CoRR, 2025)

Unified Generative Search and Recommendation. - Teng Shi; Jun Xu 001; Xiao Zhang 034; Xiaoxue Zang; Kai Zheng 001; Yang Song 008; Enyun Yu (CoRR, 2025)

Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search. - Weicong Qin; Yi Xu 003; Weijie Yu 003; Teng Shi; Chenglei Shen; Ming He; Jianping Fan 001; Xiao Zhang 034; Jun Xu 001 (CoRR, 2025)

Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation. - Teng Shi; Weijie Yu 003; Xiao Zhang 034; Ming He; Jianping Fan 001; Jun Xu 001 (CoRR, 2025)

Bridging Search and Recommendation through Latent Cross Reasoning. - Teng Shi; Weicong Qin; Weijie Yu 003; Xiao Zhang 034; Ming He; Jianping Fan 001; Jun Xu 001 (CoRR, 2025)

Balancing Stylization and Truth via Disentangled Representation Steering. - Chenglei Shen; Zhongxiang Sun; Teng Shi; Xiao Zhang 034; Jun Xu 001 (CoRR, 2025)

PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization. - Kepu Zhang; Teng Shi; Weijie Yu 003; Jun Xu 001 (CoRR, 2025)