Xiaotian Ye

According to our database, Xiaotian Ye authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

Uncovering Context Reliance in Unstructured Knowledge Editing.

Zisheng Zhou, Mengqi Zhang, Shiguang Wu, Xiaotian Ye, Chi Zhang, Zhumin Chen, Pengjie Ren

CoRR, February, 2026

Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse.

Chi Zhang, Mengqi Zhang, Xiaotian Ye, Runxi Cheng, Zisheng Zhou, Ying Zhou, Pengjie Ren, Zhumin Chen

CoRR, January, 2026

2025

LLM Unlearning Should Be Form-Independent.

Xiaotian Ye, Mengqi Zhang, Shu Wu

CoRR, June, 2025

Disentangling Knowledge Representations for Large Language Model Editing.

Mengqi Zhang, Zisheng Zhou, Xiaotian Ye, Qiang Liu, Zhaochun Ren, Zhumin Chen, Pengjie Ren

CoRR, May, 2025

Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms.

Xiaotian Ye, Mengqi Zhang, Shu Wu

CoRR, April, 2025

Uncovering Overfitting in Large Language Model Editing.

Mengqi Zhang, Xiaotian Ye, Qiang Liu, Shu Wu, Pengjie Ren, Zhumin Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing.

Mengqi Zhang, Bowen Fang, Qiang Liu, Xiaotian Ye, Shu Wu, Pengjie Ren, Zhumin Chen, Liang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets.

Wenyu Wang, Mengqi Zhang, Xiaotian Ye, Zhaochun Ren, Pengjie Ren, Zhumin Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Knowledge Graph Enhanced Large Language Model Editing.

Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen

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