DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-Level. - Yifan Wang 023; Shen Gao; Jiabao Fang; Lisi Chen 001; Peng Han 005; Shuo Shang (DASFAA (5), 2025)

An Immersing Oriented Role-Playing Framework with Duplex Relationship Modeling. - Yuntao Wen; Shen Gao; Chengrui Huang 001; Yifan Wang 023; Shuo Shang (DASFAA (6), 2025)

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback. - Yifan Wang 023; Shen Gao; Jiabao Fang; Rui Yan 001; Billy Chiu; Shuo Shang (EMNLP (Findings), 2025)

Lock on Target! Precision Unlearning via Directional Control. - Yuntao Wen; Ruixiang Feng; Feng Guo; Yifan Wang 023; Ran Le; Yang Song 021; Shen Gao; Shuo Shang (EMNLP (Findings), 2025)

Generative Next POI Recommendation with Semantic ID. - Dongsheng Wang; Yuxi Huang 005; Shen Gao; Yifan Wang 023; Chengrui Huang 001; Shuo Shang (KDD (2), 2025)

Generative Next POI Recommendation with Semantic ID. - Dongsheng Wang; Yuxi Huang 008; Shen Gao; Yifan Wang 023; Chengrui Huang 001; Shuo Shang (CoRR, 2025)

PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. - Ruixiang Feng; Yuntao Wen; Silin Zhou; Ke Shi; Yifan Wang 023; Ran Le; Zhenwei An; Zongchao Chen; Chen Yang 032; Guangyue Peng; Yiming Jia; Dongsheng Wang; et al. (CoRR, 2026)