Sungyoon Kim

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Convex Relaxation

Diffusion Models

Top Venues

Publications

Sungyoon Kim, Yunseon Choi, Daiki E. Matsunaga, Kee-Eung Kim
Stitching Sub-Trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL. CoRR (2024)
Sungyoon Kim, Mert Pilanci
Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time. CoRR (2024)
Sungyoon Kim, Yunseon Choi, Daiki E. Matsunaga, Kee-Eung Kim
Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL. AAAI (2024)
Yifei Wang, Sungyoon Kim, Paul Chu, Indu Subramaniam, Mert Pilanci
Randomized Geometric Algebra Methods for Convex Neural Networks. CoRR (2024)
HyeongJoo Hwang, Seokin Seo, Youngsoo Jang, Sungyoon Kim, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim
Information-Theoretic State Space Model for Multi-View Reinforcement Learning. ICML (2023)
Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee
Isotropic Representation Can Improve Dense Retrieval. PAKDD (3) (2023)
Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee
Isotropic Representation Can Improve Dense Retrieval. CoRR (2022)