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Xiao-Shan Gao

Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability

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Mar 06, 2025
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Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization

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Mar 06, 2025
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BridgePure: Revealing the Fragility of Black-box Data Protection

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Dec 30, 2024
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PowerMLP: An Efficient Version of KAN

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Dec 18, 2024
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Generalizability of Memorization Neural Networks

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Nov 01, 2024
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T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models

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Jul 08, 2024
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Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing

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Jun 05, 2024
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Generalization Bound and New Algorithm for Clean-Label Backdoor Attack

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Jun 02, 2024
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Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior

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May 29, 2024
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Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously

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Feb 06, 2024
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