Kim, Sunwoo

12 publications

AISTATS 2025 A Computation-Efficient Method of Measuring Dataset Quality Based on the Coverage of the Dataset Beomjun Kim, Jaehwan Kim, Kangyeon Kim, Sunwoo Kim, Heejin Ahn

NeurIPS 2025 Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding Sunwoo Kim, Hyunjin Hwang, Kijung Shin

NeurIPS 2025 RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases Dongwon Choi, Sunwoo Kim, Juyeon Kim, Kyungho Kim, Geon Lee, Shinhwan Kang, Myunghwan Kim, Kijung Shin

ICLR 2025 Test-Time Alignment of Diffusion Models Without Reward Over-Optimization Sunwoo Kim, Minkyu Kim, Dongmin Park

ICLR 2024 Diffusion Model for Dense Matching Jisu Nam, Gyuseong Lee, Sunwoo Kim, Hyeonsu Kim, Hyoungwon Cho, Seyeon Kim, Seungryong Kim

ICML 2024 Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin

CVPR 2024 FlowerFormer: Empowering Neural Architecture Encoding Using a Flow-Aware Graph Transformer Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin

ICLR 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin

NeurIPS 2024 Rethinking Reconstruction-Based Graph-Level Anomaly Detection: Limitations and a Simple Remedy Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin

ICML 2024 Sign Is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi

CVPR 2023 LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data Jihye Park, Sunwoo Kim, Soohyun Kim, Seokju Cho, Jaejun Yoo, Youngjung Uh, Seungryong Kim

AAAI 2022 Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer Sunwoo Kim, Soohyun Kim, Seungryong Kim