Seunghoon Hong

Korea Advanced Institute of Science and Technology — South Korea

Computer Science · Physical Sciences

24h-index8.6kcitations86works0.32yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(18), Advanced Neural Network Applications(17), Advanced Image and Video Retrieval Techniques(17), Domain Adaptation and Few-Shot Learning(14), Multimodal Machine Learning Applications(14)

Publications86 total

Bridging the gap to real-world language-grounded visual concept learning
arXiv (Cornell University)·2025Open Access
Sequence Modeling with Spectral Mean Flows
arXiv (Cornell University)·2025Open Access
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks
ArXiv.org·2025Open Access
Universal Few-Shot Spatial Control for Diffusion Models
arXiv (Cornell University)·2025Open Access
Reward-Agnostic Prompt Optimization for Text-to-Image Diffusion Models
arXiv (Cornell University)·2025Open Access
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
arXiv (Cornell University)·2025Open Access
Feature Augmentation Based Test-Time Adaptation
2025· 1 cited
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
arXiv (Cornell University)·2024Open Access
Revisiting Weight Averaging for Model Merging
arXiv (Cornell University)·2024Open Access
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
arXiv (Cornell University)·2024Open Access
MetaWeather: Few-Shot Weather-Degraded Image Restoration
Lecture notes in computer science·2024· 1 cited
Simulation-Free Training of Neural ODEs on Paired Data
arXiv (Cornell University)·2024Open Access
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild
Lecture notes in computer science·2024· 2 cited
Feature Augmentation based Test-Time Adaptation
arXiv (Cornell University)·2024Open Access
Revisiting Random Walks for Learning on Graphs
arXiv (Cornell University)·2024Open Access
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
arXiv (Cornell University)·2024Open Access
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
2024· 1 cited
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control
2024
Simulation-Free Training of Neural ODEs on Paired Data
2024
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Frequent Co-authors

Bohyung Han(17), Honglak Lee(17), Suha Kwak(7), Dingdong Yang(5), Hyeonwoo Noh(3), Jongwook Choi(3), Woo Jae Kim(3), Sung‐Eui Yoon(3), Yunseok Jang(3), Tianchen Zhao(3), Sungwon Han(3), Meeyoung Cha(3), HyeongJoo Hwang(3), Geon-Hyeong Kim(3), Kee-Eung Kim(3), Wonkwang Lee(3), Hyeonseob Nam(2), Ruben Villegas(2), Shuicheng Yan(2), Xunyu Lin(2)