Jiyang Guan
4 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 · Bronze
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Taxonomy Completionist
(15)
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The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Privacy
(1)
Resources & Methods
(1)
Keywords
backdoor defense
(2)
shapley estimation
(2)
neural network pruning
(2)
neural network security
(1)
multimodal learning
(1)
test-time adaptation
(1)
safety alignment
(1)
model pruning
(1)
backdoor attack
(1)
deep neural network
(1)
adversarial defense
(1)
surrogate model
(1)
multimodal large language model
(1)
adversarial example
(1)
model stealing
(1)
trigger detection
(1)
neuron pruning
(1)
poisoned model
(1)
large language model
(1)
neural network
(1)
Papers
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
CVPR 2025
Backdoor Defense via Test-Time Detecting and Repairing
CVPR 2024
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks
NeurIPS 2022
Few-Shot Backdoor Defense Using Shapley Estimation
CVPR 2022