Scholar
Jin-Hwa Kim
Google Scholar ID: 3f2wPekAAAAJ
Leader at NAVER AI Lab & Guest Assistant Professor at the AI Institute of Seoul National University
Multimodal Learning
Generation
Machine Learning
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Citations & Impact
All-time
Citations
3,938
H-index
20
i10-index
27
Publications
20
Co-authors
112
list available
Contact
Email
jnhwkim@gmail.com
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Publications
12 items
Factorized Multi-Resolution HashGrid for Efficient Neural Radiance Fields: Execution on Edge-Devices
2026
Cited
0
Relaxed Rigidity with Ray-based Grouping for Dynamic Gaussian Splatting
2026
Cited
0
Grounding World Simulation Models in a Real-World Metropolis
2026
Cited
0
CAMEO: Correspondence-Attention Alignment for Multi-View Diffusion Models
2025
Cited
0
Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
2025
Cited
0
TetraSDF: Precise Mesh Extraction with Multi-resolution Tetrahedral Grid
2025
Cited
0
Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
2025
Cited
0
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion
2025
Cited
0
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Resume (English only)
Academic Achievements
2017 Google Ph.D. Fellowship in Machine Learning
Ph.D. Completion Scholarship, Seoul National University
Runner-up, VQA Challenge 2018 at CVPR 2018 VQA Challenge and Visual Dialog Workshop
Area Chair for ICML 2025, NeurIPS 2024–2025, ACL ARR June 2024
Reviewer for NeurIPS (2018–2023), ICLR (2019, 2021–2023), ICML (2019–2021, 2024), COLING 2022, Neural Networks (2020), IEEE TNNLS (2019)
Topic Editor for Frontiers Research Topic on Vision and Language Challenges
Program Committee member for workshops including NeurIPS 2024 Video-Language Models, ECCV/ICCV Video Turing Test, ECCV 2018 SiVL
Published “Polyhedral Complex Derivation from Piecewise Trilinear Networks” at NeurIPS 2024
Published “Mutual Information Divergence: A Unified Metric for Multimodal Generative Models”
Research Experience
Research Scientist and Leader of Generation Research, NAVER AI Lab (Aug 2021–present)
Guest Associate Professor, SNU AI Institute (Aug 2022–present)
Worked at SK Telecom (Aug 2018–Jul 2021)
Worked at SK Communications (Jan 2011–Oct 2012)
Research Intern, Facebook AI Research (Menlo Park, CA), Jan–May 2017; mentored by Yuandong Tian, Devi Parikh, and Dhruv Batra
Co-authors
112 total
Byoung-Tak Zhang
Professor of Computer Science, Cognitive Science, and Brain Science, Seoul National University
Co-author 2
Sang-Woo Lee
Neurofusion
Jiyoung Lee
Assistant Professor, Ewha Womans University
Jaehyun Jun
SK Telecom
Donghyun Kwak
NAVER CLOUD HyperCLOVA X, Seoul National University (Biointelligence Lab)
Seungryong Kim
Associate Professor, KAIST
Co-author 8
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