Kim, Sundong

19 publications

ICLR 2026 AMPED: Adaptive Multi-Objective Projection for Balancing Exploration and Skill Diversification Geonwoo Cho, Jaemoon Lee, Jaegyun Im, Subi Lee, Jihwan Lee, Sundong Kim

ICLR 2026 TRACED: Transition-Aware Regret Approximation with Co-Learnability for Environment Design Geonwoo Cho, Jaegyun Im, Jihwan Lee, Hojun Yi, Sejin Kim, Sundong Kim

ICLRW 2025 Addressing and Visualizing Misalignments in Human Task-Solving Trajectories Sejin Kim, Hosung Lee, Sundong Kim

TMLR 2025 Solution Augmentation for ARC Problems Using GFlowNet: A Probabilistic Exploration Approach Sanha Hwang, Seungpil Lee, Sejin Kim, Sundong Kim

CoLLAs 2024 ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee, Sejin Kim, Seungpil Lee, Sanha Hwang, Jihwan Lee, Byung-Jun Lee, Sundong Kim

IJCAI 2024 O2ARC 3.0: A Platform for Solving and Creating ARC Tasks Suyeon Shim, Dohyun Ko, Hosung Lee, Seokki Lee, Doyoon Song, Sanha Hwang, Sejin Kim, Sundong Kim

NeurIPSW 2024 Reasoning Abilities of Large Language Models Through the Lens of Abstraction and Reasoning Seungpil Lee, Woochang Sim, Donghyeon Shin, Sejin Kim, Sundong Kim

NeurIPSW 2024 System-2 Reasoning via Generality and Adaptation Sejin Kim, Sundong Kim

IJCAI 2023 Machine Learning Driven Aid Classification for Sustainable Development Junho Lee, Hyeonho Song, Dongjoon Lee, Sundong Kim, Jisoo Sim, Meeyoung Cha, Kyung Ryul Park

ICCV 2023 Towards Attack-Tolerant Federated Learning via Critical Parameter Analysis Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha

ICMLW 2023 Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer Jaehyun Park, Jaegyun Im, Sanha Hwang, Mintaek Lim, Sabina Ualibekova, Sejin Kim, Sundong Kim

ICLR 2022 Coherence-Based Label Propagation over Time Series for Accelerated Active Learning Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee

ECCV 2022 FedX: Unsupervised Federated Learning with Cross Knowledge Distillation Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha

AAAI 2022 Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Sungwon Park, Sundong Kim, Meeyoung Cha

NeurIPSW 2022 Playgrounds for Abstraction and Reasoning Subin Kim, Prin Phunyaphibarn, Donghyun Ahn, Sundong Kim

CVPR 2021 Improving Unsupervised Image Clustering with Robust Learning Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha

MLJ 2020 Ada-Boundary: Accelerating DNN Training via Adaptive Boundary Batch Selection Hwanjun Song, Sundong Kim, Minseok Kim, Jae-Gil Lee

ECCV 2020 Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification Sungwon Han, Sungwon Park, Sungkyu Park, Sundong Kim, Meeyoung Cha

ECML-PKDD 2020 Neural User Embedding from Browsing Events Mingxiao An, Sundong Kim