Xiusheng Huang
9 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
large language model
(5)
model compression
(2)
knowledge editing
(2)
model editing
(2)
relation extraction
(1)
document-level extraction
(1)
representation learning
(1)
performance degradation
(1)
commonsense knowledge
(1)
model analysis
(1)
knowledge representation
(1)
low-rank approximation
(1)
episodic memory
(1)
singular value decomposition
(1)
lifelong learning
(1)
spectral analysis
(1)
language model
(1)
parameter update
(1)
information extraction
(1)
catastrophic forgetting
(1)
Papers
HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure
ACL 2026
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026
Theory-optimal Quantization Based on Flatness
ACL 2026
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
ICLR 2025
Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models
ACL 2025
Commonsense Knowledge Editing Based on Free-Text in LLMs
EMNLP 2024
Reasons and Solutions for the Decline in Model Performance after Editing
NeurIPS 2024
Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning
COLING 2022
Named Entity Recognition via Noise Aware Training Mechanism with Data Filter
ACL 2021