Song Xia
7 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (5)
π
Cross-Pollinator
(13)
π
Grand Slam
π
Triple Crown
Conferences
AAAI (2)
ICML (2)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
adversarial attack
(3)
transferable attack
(2)
adversarial perturbation
(2)
poisoning attack
(1)
foundation model
(1)
collaborative inference
(1)
adversarial example
(1)
trigger generation
(1)
privacy protection
(1)
model inversion attack
(1)
temporal consistency
(1)
discrete cosine transform
(1)
segment anything model
(1)
feature obfuscation
(1)
model transferability
(1)
video foundation model
(1)
adversarial representation learning
(1)
inversion robustness
(1)
no-reference iqa
(1)
feature privacy
(1)
Papers
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
AAAI 2026
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems
CVPR 2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
ICML 2025
Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger
AAAI 2025
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing
ICLR 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models
NIPS 2024
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders
ICML 2024