Xiaotian Ye
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
machine unlearning
(1)
model editing
(1)
weight perturbation
(1)
spectral analysis
(1)
knowledge graph
(1)
knowledge generalization
(1)
multi-hop reasoning
(1)
gradient ascent
(1)
knowledge updating
(1)
knowledge erasure
(1)
harmful information
(1)
graph-based knowledge integration
(1)
external graph structure
(1)
residual knowledge
(1)
rank-one editing
(1)
graph-based knowledge
(1)
sequential knowledge editing
(1)
knowledge editing
(1)
catastrophic collapse
(1)
Papers
Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
ACL 2026
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
EMNLP 2025
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
EMNLP 2025
Uncovering Overfitting in Large Language Model Editing
ICLR 2025
Knowledge Graph Enhanced Large Language Model Editing
EMNLP 2024