Minghui Xu
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Speech & Audio
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
few-shot learning
(1)
transfer learning
(1)
neural encoding
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
knowledge editing
(1)
machine unlearning
(1)
model editing
(1)
neural representation
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
model fine-tuning
(1)
pre-trained language model
(1)
integrated gradient
(1)
representational similarity analysis
(1)
error analysis
(1)
spoken language
(1)
grammatical error
(1)
error generalization
(1)
style conversion
(1)
Papers
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs
EMNLP 2025
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning
ACL 2025
CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types
EMNLP 2023
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
EMNLP 2023
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP
ACL 2022