Jinwoo Kim

1. Pure Transformers are Powerful Graph Learners
   2022/07/06 by Jinwoo Kim, Kim, Jinwoo, Tien Dat Nguyen +11 · 14 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data
   2021/03/29 by Jinwoo Kim, Jaehoon Yoo, Kim, Jinwoo +5 · 12 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
3. C–H activation
   2021/06/17 by Torben Rogge, Nikolaos Kaplaneris, Naoto Chatani +13 · 7 citations
   Chemistry · #Catalytic C–H Functionalization Methods #Radical Photochemical Reactions #Synthesis and Catalytic Reactions
4. Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models
   2025/03/24 by Jinho Jeong, Jeong, Jinho, Sangmin Han +5 · 1 voice · 8 citations
   #cs.CV
5. Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
   2023/03/27 by Donggyun Kim, Jinwoo Kim, Kim, Donggyun +7 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs
   2021/10/27 by Jinwoo Kim, Saeyoon Oh, Kim, Jinwoo +3 · 2 citations
   Computer Science · Environmental Science · #Advanced Graph Neural Networks #Energy and Environment Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Revisiting Random Walks for Learning on Graphs
   2024/07/01 by Jinwoo Kim, Olga Zaghen, Kim, Jinwoo +7 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Text and Document Classification Technologies
8. Monotone Comparative Statics without Lattices
   2019/11/15 by Yeon‐Koo Che, Jinwoo Kim, Che, Yeon-Koo +3 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Game Theory and Applications #Game Theory and Voting Systems #Theoretical Economics (econ.TH)
9. Winning the CVPR'2021 Kinetics-GEBD Challenge: Contrastive Learning Approach
   2021/06/22 by Hyolim Kang, Jinwoo Kim, Kang, Hyolim +7 · 1 citation
   Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications
10. Continuous Diffusion Models Can Obey Formal Syntax
    2026/02/12 by Jinwoo Kim, Taylor Berg-Kirkpatrick, Loris D'Antoni · 2 voices
    Computer Science · #cs.LG #cs.FL
11. Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
    2022/10/27 by Sungjun Cho, Cho, Sungjun, Seonwoo Min +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
12. Equivariant Hypergraph Neural Networks
    2022/08/22 by Jinwoo Kim, Saeyoon Oh, Kim, Jinwoo +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
13. Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing
    2024/02/28 by Dongyoung Kim, Kim, Dongyoung, Jinwoo Kim +5 · 1 citation
    Physics and Astronomy · #Color Science and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Simulation-Free Training of Neural ODEs on Paired Data
    2024/10/30 by Semin Kim, Kim, Semin, Jaehoon Yoo +8 · 2 citations
    Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks
15. ORIDa: Object-centric Real-world Image Composition Dataset
    2025/06/10 by Jinwoo Kim, Kim, Jinwoo, Soo-Chul Han +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
16. Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation
    2026/07/20 by Sangmin Han, Jinho Kim, Jinwoo Kim +2
    #cs.CV #cs.AI