Hyunin Lee

13 papers A* 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety.
ICLR
Hyunin Lee, Chanwoo Park, David Abel, Ming Jin
2025 J jnl
Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods With Entropy Regularization.
IEEE Trans. Autom. Control.
Yuhao Ding, Junzi Zhang, Hyunin Lee, Javad Lavaei
2025 J jnl
Cross-attention Secretly Performs Orthogonal Alignment in Recommendation Models.
CoRR
Hyunin Lee, Yong Zhang, Hoang Vu Nguyen, Xiaoyi Liu, Namyong Park, Christopher Jung, Rong Jin, Yang Wang, Zhigang Wang, Somayeh Sojoudi, Xue Feng
2025 J jnl
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction.
J. Artif. Intell. Res.
Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
2025 — conf
Position: AI Safety Must Embrace an Antifragile Perspective.
ICML (Position Papers)
Ming Jin, Hyunin Lee
2025 J jnl
Position: AI Safety Must Embrace an Antifragile Perspective.
CoRR
Ming Jin, Hyunin Lee
2024 J jnl
A Black Swan Hypothesis in Markov Decision Process via Irrationality.
CoRR
Hyunin Lee, David Abel, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2024 A* conf
Pausing Policy Learning in Non-stationary Reinforcement Learning.
ICML
Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2024 J jnl
Pausing Policy Learning in Non-stationary Reinforcement Learning.
CoRR
Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2023 — conf
Initial State Interventions for Deconfounded Imitation Learning.
CDC
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
2023 J jnl
Initial State Interventions for Deconfounded Imitation Learning.
CoRR
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
2023 A* conf
Tempo Adaptation in Non-stationary Reinforcement Learning.
NeurIPS
Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
2023 J jnl
Tempo Adaption in Non-stationary Reinforcement Learning.
CoRR
Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi