Sungyoon Kim

According to our database, Sungyoon Kim authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MatRL: Provably Generalizable Iterative Algorithm Discovery via Monte-Carlo Tree Search.

Sungyoon Kim, Rajat Vadiraj Dwaraknath, Longling Geng, Mert Pilanci

CoRR, July, 2025

Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality.

Sungyoon Kim, Aaron Mishkin, Mert Pilanci

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

LaDiMo: Layer-wise Distillation Inspired MoEfier.

Sungyoon Kim, Youngjun Kim, Kihyo Moon, Minsung Jang

CoRR, 2024

Randomized Geometric Algebra Methods for Convex Neural Networks.

Yifei Wang, Sungyoon Kim, Paul Chu, Indu Subramaniam, Mert Pilanci

CoRR, 2024

Text-Driven Prototype Learning for Few-Shot Class-Incremental Learning.

Seongbeom Park, Haeji Jung, Daewon Chae, Hyunju Yun, Sungyoon Kim, Suhong Moon, Jinkyu Kim, Seunghyun Park

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time.

Sungyoon Kim, Mert Pilanci

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL.

Sungyoon Kim, Yunseon Choi, Daiki E. Matsunaga, Kee-Eung Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Isotropic Representation Can Improve Dense Retrieval.

Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Information-Theoretic State Space Model for Multi-View Reinforcement Learning.

HyeongJoo Hwang, Seokin Seo, Youngsoo Jang, Sungyoon Kim, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim

Proceedings of the International Conference on Machine Learning, 2023