Publications

First Author

• FIT: Defying Catastrophic Forgetting in Continual LLM Unlearning
  Xiaoyu Xu, Minxin Du, Kun Fang, Zi Liang, Yaxin Xiao, Zhicong Huang, Cheng Hong, Qingqing Ye, Haibo Hu (arXiv)

• From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning
  Xiaoyu Xu, Minxin Du, Zitong Li, Zi Liang, Zhibiao Guo, Shiyu Zhang, Peizhao Hu, Qingqing Ye, Haibo Hu (arXiv)

• Unlearning Isn’t Deletion: Investigating Reversibility of Machine Unlearning in LLMs
  Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Huadi Zheng, Peizhao Hu, Minxin Du, Haibo Hu (arXiv)

• OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
  Xiaoyu Xu, Minxin Du, Qingqing Ye, Haibo Hu (EMNLP 2025 (Main Conference))

Coauthor

• Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
  Maggie Huan, Yuetai Li, Tuney Zheng, Xiaoyu Xu, Seungone Kim, Minxin Du, Radha Poovendran, Graham Neubig, Xiang Yue (arXiv)