BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification. - Zeguan Xiao; Jiarun Wu; Qingliang Chen; Congjian Deng (EMNLP (1), 2021)

Pruning Adatperfusion with Lottery Ticket Hypothesis. - Jiarun Wu; Qingliang Chen; Zeguan Xiao; Yuliang Gu; Mengsi Sun (NAACL-HLT (Findings), 2022)

Distract Large Language Models for Automatic Jailbreak Attack. - Zeguan Xiao; Yan Yang; Guanhua Chen 001; Yun Chen 007 (EMNLP, 2024)

Tastle: Distract Large Language Models for Automatic Jailbreak Attack. - Zeguan Xiao; Yan Yang; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. - Hanqing Wang 003; Zeguan Xiao; Yixia Li; Shuo Wang 013; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

SoP: Unlock the Power of Social Facilitation for Automatic Jailbreak Attack. - Yan Yang; Zeguan Xiao; Xin Lu; Hongru Wang 003; Hailiang Huang; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters. - Yan Yang; Zeguan Xiao; Xin Lu; Hongru Wang 003; Xuetao Wei; Hailiang Huang; Guanhua Chen 001; Yun Chen 007 (NAACL (Long Papers), 2025)

Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers. - Yutao Hou; Zeguan Xiao; Fei Yu; Yihan Jiang; Xuetao Wei; Hailiang Huang; Yun Chen 007; Guanhua Chen 001 (CoRR, 2025)

Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms. - Zeguan Xiao; Yun Chen; Guanhua Chen (CoRR, 2025)