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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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