Guangyao Dou
4 papers · 2024–2025 · 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 · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Privacy
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
machine unlearning
(4)
model utility
(3)
large language model
(3)
knowledge editing
(2)
multimodal large language model
(1)
parameter update
(1)
safety training
(1)
neuron pruning
(1)
copyright infringement
(1)
sequential unlearning
(1)
model knowledge
(1)
selective unlearning
(1)
large language model unlearning
(1)
general-purpose knowledge
(1)
multimodal learning
(1)
harmful content
(1)
weight update
(1)
Papers
Avoiding Copyright Infringement via Large Language Model Unlearning
NAACL 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models
ACL 2025
Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench
NAACL 2025
Towards Safer Large Language Models through Machine Unlearning
ACL 2024