The Trust Paradox in LLM-Based Multi-Agent Systems: When Collaboration Becomes a Security Vulnerability. - Zijie Xu; Minfeng Qi; Shiqing Wu; Lefeng Zhang; Qiwen Wei; Han He; Ningran Li (CoRR, 2025)

TriCon-Fair: Triplet Contrastive Learning for Mitigating Social Bias in Pre-trained Language Models. - Chong Lyu; Lin Li 001; Shiqing Wu; Jingling Yuan (CoRR, 2025)