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Talks
Tutorial talks
When Unlearning Fails: Probing the Robustness of Machine Unlearning, 2nd Workshop and Challenge on Unlearning and Model Editing @ ICCV’25 Enhancing Generative Model Safety through Machine Unlearning, Tutorial on Responsible Vision-Language Generative Models @ ICCV’25 Robust Machine Unlearning: Securing Foundation Models Against Forgetting Failures, IEEE Military Communications Conference, 2025 Machine Unlearning for Generative AI: Promises, Pitfalls, and Prospects, ICML 2025 Workshop on Machine Unlearning for Generative AI Memory-Efficient Fine-Tuning for Large Language Models: A Zeroth-Order Optimization Perspective, Cisco Research Efficient AI Summit, 2024 Machine Unlearning in Computer Vision: Foundations and Applications, CVPR’24 Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models, AAAI’24 Bi-Level Optimization In Signal Processing And Machine Learning: Foundations And Emerging Applications, IEEE MLSP’23
Reverse Engineering of Deceptions: Foundations and Applications, CVPR’23
Bi-level Optimization in Machine Learning: Foundations and Applications, AAAI’23
Foundational Robustness of Foundation Models, NeurIPS’22
Zeroth Order Optimization: Theory and Applications to Deep Learning, CVPR’20
Recent Progress in Zeroth Order Optimization and Its Applications to Adversarial Robustness in Data Mining and Machine Learning, KDD’19
Organized workshops
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