Talks

Tutorial talks

• 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

• New Frontiers in Adversarial Machine Learning (AdvML Frontiers@ICML), 2022-2023

• Adversarial Learning Methods for Machine Learning and Data Mining (AdvML@KDD), 2019-2022