Kim, Junsu

16 publications

JMLR 2025 Gold-Medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 Yuri Chervonyi, Trieu H. Trinh, Miroslav Olšák, Xiaomeng Yang, Hoang H. Nguyen, Marcelo Menegali, Junehyuk Jung, Junsu Kim, Vikas Verma, Quoc V. Le, Thang Luong

ICML 2025 LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But It Probably Won’t Fail) Junsu Kim, Jaeyeon Kim, Ernest K. Ryu

AAAI 2025 Salient Frequency-Aware Exemplar Compression for Resource-Constrained Online Continual Learning Junsu Kim, Suhyun Kim

ICML 2025 Test-Time Adaptation with Binary Feedback Taeckyung Lee, Sorn Chottananurak, Junsu Kim, Jinwoo Shin, Taesik Gong, Sung-Ju Lee

TMLR 2024 Holistic Molecular Representation Learning via Multi-View Fragmentation Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin

CVPR 2024 SDDGR: Stable Diffusion-Based Deep Generative Replay for Class Incremental Object Detection Junsu Kim, Hoseong Cho, Jihyeon Kim, Yihalem Yimolal Tiruneh, Seungryul Baek

CVPRW 2024 VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim, Yunhoe Ku, Jihyeon Kim, Junuk Cha, Seungryul Baek

ICML 2024 Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo

ICLRW 2023 Fragment-Based Multi-View Molecular Contrastive Learning Seojin Kim, Jaehyun Nam, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin

ICLR 2023 Imitating Graph-Based Planning with Goal-Conditioned Policies Junsu Kim, Younggyo Seo, Sungsoo Ahn, Kyunghwan Son, Jinwoo Shin

ICML 2023 Multi-View Masked World Models for Visual Robotic Manipulation Younggyo Seo, Junsu Kim, Stephen James, Kimin Lee, Jinwoo Shin, Pieter Abbeel

ICML 2022 Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning Kyunghwan Son, Junsu Kim, Sungsoo Ahn, Roben D Delos Reyes, Yung Yi, Jinwoo Shin

NeurIPSW 2022 Dynamics-Augmented Decision Transformer for Offline Dynamics Generalization Changyeon Kim, Junsu Kim, Younggyo Seo, Kimin Lee, Honglak Lee, Jinwoo Shin

NeurIPS 2021 Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning Junsu Kim, Younggyo Seo, Jinwoo Shin

ICML 2021 Self-Improved Retrosynthetic Planning Junsu Kim, Sungsoo Ahn, Hankook Lee, Jinwoo Shin

NeurIPS 2020 Guiding Deep Molecular Optimization with Genetic Exploration Sungsoo Ahn, Junsu Kim, Hankook Lee, Jinwoo Shin