Lens: Rethinking Multilingual Enhancement for Large Language Models. - Weixiang Zhao; Yulin Hu; Jiahe Guo; Xingyu Sui; Tongtong Wu; Yang Deng 002; Yanyan Zhao; Bing Qin 001; Wanxiang Che; Ting Liu 001 (CoRR, 2024)

Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. - Weixiang Zhao; Yulin Hu; Yang Deng 002; Jiahe Guo; Xingyu Sui; Xinyang Han; An Zhang 003; Yanyan Zhao; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (ACL (1), 2025)

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. - Weixiang Zhao; Xingyu Sui; Xinyang Han; Yang Deng 002; Yulin Hu; Jiahe Guo; Libo Qin 001; Qianyun Du; Shijin Wang 001; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

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; Bing Qin 001; Wanxiang Che; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. - Weixiang Zhao; Jiahe Guo; Yulin Hu; Yang Deng 002; An Zhang 003; Xingyu Sui; Xinyang Han; Yanyan Zhao; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Tongtong Wu; Wenxuan Zhang 001; Yulin Hu; Xingyu Sui; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)

Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment. - Weixiang Zhao; Xingyu Sui; Yulin Hu; Jiahe Guo; Haixiao Liu; Biye Li; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement. - Weixiang Zhao; Jiahe Guo; Yang Deng 002; Xingyu Sui; Yulin Hu; Yanyan Zhao; Wanxiang Che; Bing Qin 001; Tat-Seng Chua; Ting Liu 001 (CoRR, 2025)