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Talks & Workshops
Selected Keynote and Invited Talks
Machine Unlearning for AI Safety: From Science to Practice, International Neural Network Society (INNS) Webinar Series, Dec. 2025 When Unlearning Fails: Probing the Robustness of Machine Unlearning, ICCV Workshop and Challenge on Unlearning and Model Editing, 2025 Machine Unlearning for Generative AI: Promises, Pitfalls, and Prospects, ICML Workshop on Machine Unlearning for Generative AI, 2025 Robust Unlearning for Large Language Models, Midwest ML Symposium, 2025 Robust Unlearning: A Hard but Necessary Goal, ContinualAI Seminar Series, 2025 Memory-Efficient Fine-Tuning for Large Language Models: A Zeroth-Order Optimization Perspective, Cisco Research Efficient AI Summit, 2024 Empowering Machine Unlearning through Model Sparsity, UBC TrustML Workshop, 2023
Selected Tutorials
Enhancing Generative Model Safety through Machine Unlearning, ICCV 2025 Tutorial on Responsible Vision-Language Generative Models Robust Machine Unlearning: Securing Foundation Models Against Forgetting Failures, IEEE Military Communications Conference, 2025 Machine Unlearning in Computer Vision: Foundations and Applications, CVPR 2024 Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models, AAAI 2024 Bi-Level Optimization In Signal Processing And Machine Learning: Foundations And Emerging Applications, MLSP 2023 Reverse Engineering of Deceptions: Foundations and Applications, CVPR 2023 Bi-level Optimization in Machine Learning: Foundations and Applications, AAAI 2023 Foundational Robustness of Foundation Models, NeurIPS 2022 Zeroth Order Optimization: Theory and Applications to Deep Learning, CVPR 2020 Recent Progress in Zeroth Order Optimization and Its Applications to Adversarial Robustness in Data Mining and Machine Learning, KDD 2019
Organized Workshops
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