Xiusheng Huang
10 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
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Hot Topic Early Bird
Conferences
ACL (5)
COLING (1)
EMNLP (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(4)
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
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026
HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure
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
Reasons and Solutions for the Decline in Model Performance after Editing
NIPS 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs
EMNLP 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
IJCNLP 2021
Named Entity Recognition via Noise Aware Training Mechanism with Data Filter
ACL 2021