Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models. - Yongwen Ren; Chao Wang 086; Peng Du; Chuan Qin 002; Dazhong Shen; Hui Xiong 001 (AAAI, 2026)

VERDICT: Verifiable Evolving Reasoning with Directive-Informed Collegial Teams for Legal Judgment Prediction. - Hui Liao; Chuan Qin 002; Yongwen Ren; Hao Li; Zhenya Huang; Yanyong Zhang; Chao Wang 086 (CoRR, 2026)