M2SE: A Multistage Multitask Instruction Tuning Strategy for Unified Sentiment and Emotion Analysis. - Ao Li; Longwei Xu; Chen Ling; Jinghui Zhang 002; Pengwei Wang (CoRR, 2024)

From Individuals to Crowds: Dual-Level Public Response Prediction in Social Media. - Jinghui Zhang 002; Kaiyang Wan; Longwei Xu; Ao Li; Zongfang Liu; Xiuying Chen (ACM Multimedia, 2025)

EmoVerse: Enhancing Multimodal Large Language Models for Affective Computing via Multitask Learning. - Ao Li; Longwei Xu; Chen Ling; Jinghui Zhang 002; Pengwei Wang (Neurocomputing, 2025)

Modeling Variants of Prompts for Vision-Language Models. - Ao Li; Zongfang Liu; Xinhua Li; Jinghui Zhang 002; Pengwei Wang; Hu Wang 005 (CoRR, 2025)

TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model. - Ao Li; Yuxiang Duan; Jinghui Zhang 002; Congbo Ma; Yutong Xie 001; Gustavo Carneiro 001; Mohammad Yaqub; Hu Wang 005 (CoRR, 2025)

When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection. - Lang Gao; Xuhui Li; Chenxi Wang 001; Mingzhe Li 001; Wei Liu 005; Zirui Song; Jinghui Zhang 002; Rui Yan 001; Preslav Nakov; Xiuying Chen (ACL (1), 2026)

M3MAD-Bench: Are Multi-Agent Debates Really Effective Across Domains and Modalities? - Ao Li; Jinghui Zhang 002; Luyu Li; Yuxiang Duan; Lang Gao; Mingcai Chen; Weijun Qin; Shaopeng Li; Fengxian Ji; Ning Liu 014; Lizhen Cui; Xiuying Chen; et al. (CoRR, 2026)

The Cylindrical Representation Hypothesis for Language Model Steering. - Lang Gao; Jinghui Zhang 002; Wei Liu 005; Fengxian Ji; Chenxi Wang 001; Zirui Song; Akash Ghosh; Youssef Mohamed; Preslav Nakov; Xiuying Chen (CoRR, 2026)