Shuo Shao
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
jailbreak attack
(2)
variational inference
(1)
backdoor defense
(1)
text-to-image generation
(1)
mutual information
(1)
markov chain
(1)
mutual information maximization
(1)
amortized inference
(1)
adversarial attack
(1)
variational autoencoder
(1)
safety filter
(1)
discrete representation
(1)
distribution optimization
(1)
black-box model
(1)
error correction
(1)
input transformation
(1)
adversarial regularization
(1)
attack success rate
(1)
discrete representation learning
(1)
model reprogramming
(1)
Papers
JANUS: A Lightweight Framework for Jailbreaking Text-to-Image Models via Distribution Optimization
CVPR 2026
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies
AAAI 2026
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
ICLR 2025
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip
AAAI 2020