Preprint Recurisve Harness Self-Improvement Hyunin Lee, Jinglue Xu, Jeffrey Seely, Donghyun Lee, Matei Zaharia and Yujin Tang Preprint [blog] Sakana Fugu Technical Report Yujin Tang, Edoardo Cetin, Jinglue Xu, Qi Sun, Stefan Nielsen, Vincent Richard, Haruto Goda, Iaroslav Tymchenko, Nhan Nguyen, Hyunin Lee, Mari Ashiga, Shashank Kotyan, So Kuroki, Tarin Clanuwat Preprint [blog] Cross-attention Secretly Performs Orthogonal Alignment in Recommendation Models Hyunin Lee, Yong Zhang, Hoang Vu Nguyen, Xiaoyi Liu, Namyong Park, Christopher Jung, Rong Jin, Yang Wang, Zhigang Wang, Somayeh Sojoudi, Xue Feng Preprint [blog] Journal Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, and Zuo-Jun Max Shen Under revision for JAIR, 2024. [codes] Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods with Entropy Regularization Yuhao Ding, Junzi Zhang, Hyunin Lee, and Javad Lavaei IEEE Transactions on Automatic Control (TAC), 2023. Explainable Deep Learning Model for EMG-Based Finger Angle Estimation using Attention Hyunin Lee, Dongwook Kim, and Yong-Lae Park IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022. [slides] [videos] [codes] Conference Position: AI Safety Must Embrace an Antifragile Perspective Ming Jin, Hyunin Lee International Conference on Machine Learning (ICML), 2025. A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety Hyunin Lee, Chanwoo Park, David Abel, and Ming Jin International Conference on Learning Representation (ICLR), 2025. ICLR 25 Financial AI workshop (Oral, top 1%). [slides] Pausing Policy Learning in Non-stationary Reinforcement Learning. Hyunin Lee, Ming Jin, Javad Lavaei, and Somayeh Sojoudi International Conference on Machine Learning (ICML), 2024, (Oral, top 1%) [Talk] Tempo Adaption in Non-stationary Reinforcement Learning. Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, and Somayeh Sojoudi Neural Information Processing Systems (NeurIPS), 2023 [slides] [codes] Initial State Interventions for Deconfounded Imitation Learning Samuel Pfrommer, Yatong Bai, Hyunin Lee, and Somayeh Sojoudi IEEE Conference on Decision and Control (CDC), 2023.