Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. - Weixiang Zhao; Xingyu Sui; Jiahe Guo; Yulin Hu; Yang Deng 002; Yanyan Zhao; Xuda Zhi; Yongbo Huang; Hao He; Wanxiang Che; Ting Liu 001; Bing Qin 001 (AAAI, 2026)

When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents. - Jiahe Guo; Xiangran Guo; Yulin Hu; Zimo Long; Xingyu Sui; Xuda Zhi; Yongbo Huang; Hao He; Weixiang Zhao; Yanyan Zhao; Bing Qin 001 (ACL (1), 2026)

Text-Driven Emotionally Continuous Talking Face Generation. - Hao Yang 066; Yanyan Zhao; Tian Zheng; Hongbo Zhang; Bichen Wang; Di Wu; Xing Fu; Xuda Zhi; Yongbo Huang; Hao He (CoRR, 2026)

ConflictBench: Evaluating Human-AI Conflict via Interactive and Visually Grounded Environments. - Weixiang Zhao; Haozhen Li; Yanyan Zhao; Xuda Zhi; Yongbo Huang; Hao He; Bing Qin 001; Ting Liu 001 (CoRR, 2026)

On Safety Risks in Experience-Driven Self-Evolving Agents. - Weixiang Zhao; Yichen Zhang; Yingshuo Wang; Yang Deng 002; Yanyan Zhao; Xuda Zhi; Yongbo Huang; HaoHe; Wanxiang Che; Bing Qin 001; Ting Liu 001 (CoRR, 2026)