Kim, Jinwoo

27 publications

ICLR 2026 Flock: A Knowledge Graph Foundation Model via Learning on Random Walks Jinwoo Kim, Xingyue Huang, Krzysztof Olejniczak, Kyungbin Min, Michael M. Bronstein, Seunghoon Hong, Ismail Ilkan Ceylan

AAAI 2025 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation Sungjun Cho, Dae-Woong Jeong, Sung Moon Ko, Jinwoo Kim, Sehui Han, Seunghoon Hong, Honglak Lee, Moontae Lee

CVPR 2025 Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models Jinho Jeong, Sangmin Han, Jinwoo Kim, Seon Joo Kim

CVPR 2025 ORIDa: Object-Centric Real-World Image Composition Dataset Jinwoo Kim, Sangmin Han, Jinho Jeong, Jiwoo Choi, Dongyeoung Kim, Seon Joo Kim

ICLR 2025 Revisiting Random Walks for Learning on Graphs Jinwoo Kim, Olga Zaghen, Ayhan Suleymanzade, Youngmin Ryou, Seunghoon Hong

NeurIPS 2025 Sequence Modeling with Spectral Mean Flows Jinwoo Kim, Max Beier, Petar Bevanda, Nayun Kim, Seunghoon Hong

UAI 2025 Sparse Structure Exploration and Re-Optimization for Vision Transformer Sangho An, Jinwoo Kim, Keonho Lee, Jingang Huh, Chanwoong Kwak, Yujin Lee, Moonsub Jin, Jangho Kim

ICLRW 2025 Visual Fidelity vs. Robustness: Trade-Off Analysis of Image Adversarial Watermark Mitigated by SSIM Loss Jiwoo Choi, Jinwoo Kim, Sejong Yang, Seon Joo Kim

ECCV 2024 Accelerating Image Super-Resolution Networks with Pixel-Level Classification Jinho Jeong, Jinwoo Kim, Younghyun Jo, Seon Joo Kim

CVPR 2024 Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim

ICMLW 2024 Revisiting Random Walks for Learning on Graphs Jinwoo Kim, Olga Zaghen, Ayhan Suleymanzade, Youngmin Ryou, Seunghoon Hong

ECCVW 2024 RoSA Dataset: Road Construct Zone Segmentation for Autonomous Driving Jinwoo Kim, Kyounghwan An, Donghwan Lee

NeurIPS 2024 Simulation-Free Training of Neural ODEs on Paired Data Semin Kim, Jaehoon Yoo, Jinwoo Kim, Yeonwoo Cha, Saehoon Kim, Seunghoon Hong

NeurIPS 2023 Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance Jinwoo Kim, Dat Nguyen, Ayhan Suleymanzade, Hyeokjun An, Seunghoon Hong

NeurIPSW 2023 Learning Symmetrization for Equivariance with Orbit Distance Minimization Dat Tien Nguyen, Jinwoo Kim, Hongseok Yang, Seunghoon Hong

CVPR 2023 Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim, Janghyuk Choi, Ho-Jin Choi, Seon Joo Kim

ICLR 2023 Universal Few-Shot Learning of Dense Prediction Tasks with Visual Token Matching Donggyun Kim, Jinwoo Kim, Seongwoong Cho, Chong Luo, Seunghoon Hong

CVPR 2022 A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres Jinwoo Kim, Heeseok Oh, Seongjean Kim, Hoseok Tong, Sanghoon Lee

ECCV 2022 Equivariant Hypergraph Neural Networks Jinwoo Kim, Saeyoon Oh, Sungjun Cho, Seunghoon Hong

NeurIPS 2022 Pure Transformers Are Powerful Graph Learners Jinwoo Kim, Dat Nguyen, Seonwoo Min, Sungjun Cho, Moontae Lee, Honglak Lee, Seunghoon Hong

NeurIPS 2022 Transformers Meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost Sungjun Cho, Seonwoo Min, Jinwoo Kim, Moontae Lee, Honglak Lee, Seunghoon Hong

CVPR 2022 UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang, Jinwoo Kim, Taehyun Kim, Seon Joo Kim

ICCV 2021 Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee, Nahyup Kang, Hyong-Euk Lee, ByungIn Yoo, Jae-Joon Han, Seon Joo Kim

CVPR 2021 SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data Jinwoo Kim, Jaehoon Yoo, Juho Lee, Seunghoon Hong

NeurIPS 2021 Transformers Generalize DeepSets and Can Be Extended to Graphs & Hypergraphs Jinwoo Kim, Saeyoon Oh, Seunghoon Hong

ICCV 2019 A Deep Cybersickness Predictor Based on Brain Signal Analysis for Virtual Reality Contents Jinwoo Kim, Woojae Kim, Heeseok Oh, Seongmin Lee, Sanghoon Lee

ECCV 2018 Deep Video Quality Assessor: From Spatio-Temporal Visual Sensitivity to a Convolutional Neural Aggregation Network Woojae Kim, Jongyoo Kim, Sewoong Ahn, Jinwoo Kim, Sanghoon Lee