PPaperPicks

Hyunwoo J. Kim

University of Wisconsin-Madison, Department of Computer Sciences, WI, USA

31 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2181-9264 ↗Homepage ↗

Venues

NeurIPS ×7CVPR ×6AAAI ×5ICML ×4ECCV ×2EMNLP ×2ICCV ×2ICLR ×2WACV ×1

Frequent coauthors

Jinyoung Park
×9
Sanghyeok Lee
×6
Dogyun Park
×5
Jeehye Na
×4
Jongha Kim
×4
Jihwan Park
×4
Joonmyung Choi
×4
Jaewon Chu
×4
Minseong Bae
×3
Byungoh Ko
×3
Taehoon Song
×3
Ji Soo Lee
×3

Papers

  1. Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration
    AAAI 2026 ·
    Jinyoung Park
    ,
    Minseong Bae
    ,
    Jeehye Na
    , Hyunwoo J. Kim
  2. Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering
    WACV 2026 ·
    Jongha Kim
    ,
    Byungoh Ko
    ,
    Jeehye Na
    ,
    Jinsung Yoon
    , Hyunwoo J. Kim
  3. TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing
    AAAI 2026 ·
    Jongha Kim
    ,
    Minseong Bae
    ,
    Sanghyeok Lee
    ,
    Jinsung Yoon
    , Hyunwoo J. Kim
  4. Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization
    AAAI 2026 ·
    Jihwan Park
    ,
    Taehoon Song
    ,
    Sanghyeok Lee
    ,
    Miso Choi
    , Hyunwoo J. Kim
  5. Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
    ICCV 2025 ·
    Dohwan Ko
    ,
    Ji Soo Lee
    ,
    Minhyuk Choi
    ,
    Zihang Meng
    , Hyunwoo J. Kim
  6. Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
    NeurIPS 2025 ·
    Dogyun Park
    ,
    Taehoon Lee
    ,
    Minseok Joo
    , Hyunwoo J. Kim
  7. Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization
    EMNLP 2025 ·
    Ji Soo Lee
    ,
    Byungoh Ko
    ,
    Jaewon Cho
    ,
    Howoong Lee
    ,
    Jaewoon Byun
    , Hyunwoo J. Kim
  8. DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
    NeurIPS 2025 ·
    Jinyoung Park
    ,
    Jeehye Na
    ,
    Jinyoung Kim
    , Hyunwoo J. Kim
  9. EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
    CVPR 2025 ·
    Sanghyeok Lee
    ,
    Joonmyung Choi
    , Hyunwoo J. Kim
  10. Latent Bayesian Optimization via Autoregressive Normalizing Flows
    ICLR 2025 ·
    Seunghun Lee
    ,
    Jinyoung Park
    ,
    Jaewon Chu
    ,
    Minseo Yoon
    , Hyunwoo J. Kim
  11. LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
    ICML 2025 ·
    Xiaoqian Shen
    ,
    Yunyang Xiong
    ,
    Changsheng Zhao
    ,
    Lemeng Wu
    ,
    Jun Chen
    ,
    Chenchen Zhu
    ,
    Zechun Liu
    ,
    Fanyi Xiao
    ,
    Balakrishnan Varadarajan
    ,
    Florian Bordes
    ,
    Zhuang Liu
    ,
    Hu Xu
    , Hyunwoo J. Kim,
    Bilge Soran
    ,
    Raghuraman Krishnamoorthi
    ,
    Mohamed Elhoseiny
    ,
    Vikas Chandra
  12. Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion
    ICML 2025 ·
    Dohoon Lee
    ,
    Jaehyun Park
    , Hyunwoo J. Kim,
    Kyogu Lee
  13. PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs
    NeurIPS 2025 ·
    Jaewon Chu
    ,
    Seunghun Lee
    , Hyunwoo J. Kim
  14. Representation Shift: Unifying Token Compression with Flashattention
    ICCV 2025 ·
    Joonmyung Choi
    ,
    Sanghyeok Lee
    ,
    Byungoh Ko
    ,
    Eunseo Kim
    ,
    Jihyung Kil
    , Hyunwoo J. Kim
  15. Super-Class Guided Transformer for Zero-Shot Attribute Classification
    AAAI 2025 ·
    Sehyung Kim
    ,
    Chanhyeong Yang
    ,
    Jihwan Park
    ,
    Taehoon Song
    , Hyunwoo J. Kim
  16. VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
    AAAI 2025 ·
    Ji Soo Lee
    ,
    Jongha Kim
    ,
    Jeehye Na
    ,
    Jinyoung Park
    , Hyunwoo J. Kim
  17. Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
    NeurIPS 2025 ·
    Chanhyeong Yang
    ,
    Taehoon Song
    ,
    Jihwan Park
    , Hyunwoo J. Kim
  18. When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
    ICML 2025 ·
    Yujin Kim
    ,
    Hyunsoo Kim
    , Hyunwoo J. Kim,
    Suhyun Kim
  19. Constant Acceleration Flow
    NeurIPS 2024 ·
    Dogyun Park
    ,
    Sojin Lee
    ,
    Sihyeon Kim
    ,
    Taehoon Lee
    ,
    Youngjoon Hong
    , Hyunwoo J. Kim
  20. DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations
    ICLR 2024 ·
    Dogyun Park
    ,
    Sihyeon Kim
    ,
    Sojin Lee
    , Hyunwoo J. Kim
  21. Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems
    ECCV 2024 ·
    Sojin Lee
    ,
    Dogyun Park
    ,
    Inho Kong
    , Hyunwoo J. Kim
  22. Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
    EMNLP 2024 ·
    Jinyoung Park
    ,
    Minseok Joo
    ,
    Joo-Kyung Kim
    , Hyunwoo J. Kim
  23. Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-Based Visual Relationship Detection
    CVPR 2024 ·
    Jongha Kim
    ,
    Jihwan Park
    ,
    Jinyoung Park
    ,
    Jinyoung Kim
    ,
    Sehyung Kim
    , Hyunwoo J. Kim
  24. Inversion-based Latent Bayesian Optimization
    NeurIPS 2024 ·
    Jaewon Chu
    ,
    Jinyoung Park
    ,
    Seunghun Lee
    , Hyunwoo J. Kim
  25. LLaMo: Large Language Model-based Molecular Graph Assistant
    NeurIPS 2024 ·
    Jinyoung Park
    ,
    Minseong Bae
    ,
    Dohwan Ko
    , Hyunwoo J. Kim
  26. Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers
    CVPR 2024 ·
    Sanghyeok Lee
    ,
    Joonmyung Choi
    , Hyunwoo J. Kim
  27. Prompt Learning via Meta-Regularization
    CVPR 2024 ·
    Jinyoung Park
    ,
    Juyeon Ko
    , Hyunwoo J. Kim
  28. Retrieval-Augmented Open-Vocabulary Object Detection
    CVPR 2024 ·
    Jooyeon Kim
    ,
    Eulrang Cho
    ,
    Sehyung Kim
    , Hyunwoo J. Kim
  29. Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
    ICML 2024 ·
    Juyeon Ko
    ,
    Inho Kong
    ,
    Dogyun Park
    , Hyunwoo J. Kim
  30. Understanding Multi-compositional Learning in Vision and Language Models via Category Theory
    ECCV 2024 ·
    Sotirios Panagiotis Chytas
    , Hyunwoo J. Kim,
    Vikas Singh
  31. vid-TLDR: Training Free Token merging for Light-Weight Video Transformer
    CVPR 2024 ·
    Joonmyung Choi
    ,
    Sanghyeok Lee
    ,
    Jaewon Chu
    ,
    Minhyuk Choi
    , Hyunwoo J. Kim