Zeguan Xiao

According to our database, Zeguan Xiao authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Robust LLM Unlearning Against Relearning Attacks: The Minor Components in Representations Matter.

Zeguan Xiao, Xuanzhe Xu, Yun Chen, Yong Wang, Jian Yang, Yanqing Hu, Guanhua Chen

CoRR, May, 2026

Representation-Guided Parameter-Efficient LLM Unlearning.

Zeguan Xiao, Lang Mo, Yun Chen, Lei Yang, Jiehui Zhao, Lili Yang, Guanhua Chen

CoRR, April, 2026

Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem.

Zeguan Xiao, Siqing Li, Yong Wang, Xuetao Wei, Jian Yang, Yun Chen, Guanhua Chen

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief.

Zeguan Xiao, Diyang Dou, Boya Xiong, Yun Chen, Guanhua Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms.

Zeguan Xiao, Yun Chen, Guanhua Chen

CoRR, June, 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, Guanhua Chen

CoRR, June, 2025

SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters.

Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Xuetao Wei, Hailiang Huang, Guanhua Chen, Yun Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

SoP: Unlock the Power of Social Facilitation for Automatic Jailbreak Attack.

Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Hailiang Huang, Guanhua Chen, Yun Chen

CoRR, 2024

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning.

Hanqing Wang, Zeguan Xiao, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen

CoRR, 2024

Tastle: Distract Large Language Models for Automatic Jailbreak Attack.

Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen

CoRR, 2024

Distract Large Language Models for Automatic Jailbreak Attack.

Zeguan Xiao, Yan Yang, Guanhua Chen, Yun Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

Pruning Adatperfusion with Lottery Ticket Hypothesis.

Jiarun Wu, Qingliang Chen, Zeguan Xiao, Yuliang Gu, Mengsi Sun

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification.

Zeguan Xiao, Jiarun Wu, Qingliang Chen, Congjian Deng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021