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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
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Jongha Kim
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Dogyun Park
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Ji Soo Lee
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Sanghyeok Lee
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Jaewon Chu
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Joonmyung Choi
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Jihwan Park
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Dohwan Ko
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Seunghun Lee
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Xiaoqian Shen
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Dohoon Lee
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Papers

  1. Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration
    AAAI 2026 ·
    Jinyoung Park
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  2. Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering
    WACV 2026 ·
    Jongha Kim
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  3. TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing
    AAAI 2026 ·
    Jongha Kim
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  4. Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization
    AAAI 2026 ·
    Jihwan Park
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  5. Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
    ICCV 2025 ·
    Dohwan Ko
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  6. Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
    NeurIPS 2025 ·
    Dogyun Park
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  7. Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization
    EMNLP 2025 ·
    Ji Soo Lee
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  8. DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
    NeurIPS 2025 ·
    Jinyoung Park
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  9. EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
    CVPR 2025 ·
    Sanghyeok Lee
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  10. Latent Bayesian Optimization via Autoregressive Normalizing Flows
    ICLR 2025 ·
    Seunghun Lee
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  11. LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
    ICML 2025 ·
    Xiaoqian Shen
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  12. Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion
    ICML 2025 ·
    Dohoon Lee
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  13. PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs
    NeurIPS 2025 ·
    Jaewon Chu
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  14. Representation Shift: Unifying Token Compression with Flashattention
    ICCV 2025 ·
    Joonmyung Choi
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  15. Super-Class Guided Transformer for Zero-Shot Attribute Classification
    AAAI 2025 ·
    Sehyung Kim
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  16. VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning
    AAAI 2025 ·
    Ji Soo Lee
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  17. Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
    NeurIPS 2025 ·
    Chanhyeong Yang
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  18. When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
    ICML 2025 ·
    Yujin Kim
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  19. Constant Acceleration Flow
    NeurIPS 2024 ·
    Dogyun Park
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  20. DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations
    ICLR 2024 ·
    Dogyun Park
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  21. Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems
    ECCV 2024 ·
    Sojin Lee
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  22. Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation
    EMNLP 2024 ·
    Jinyoung Park
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  23. Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-Based Visual Relationship Detection
    CVPR 2024 ·
    Jongha Kim
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  24. Inversion-based Latent Bayesian Optimization
    NeurIPS 2024 ·
    Jaewon Chu
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  25. LLaMo: Large Language Model-based Molecular Graph Assistant
    NeurIPS 2024 ·
    Jinyoung Park
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  26. Multi-Criteria Token Fusion with One-Step-Ahead Attention for Efficient Vision Transformers
    CVPR 2024 ·
    Sanghyeok Lee
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  27. Prompt Learning via Meta-Regularization
    CVPR 2024 ·
    Jinyoung Park
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  28. Retrieval-Augmented Open-Vocabulary Object Detection
    CVPR 2024 ·
    Jooyeon Kim
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  29. Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
    ICML 2024 ·
    Juyeon Ko
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  30. Understanding Multi-compositional Learning in Vision and Language Models via Category Theory
    ECCV 2024 ·
    Sotirios Panagiotis Chytas
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  31. vid-TLDR: Training Free Token merging for Light-Weight Video Transformer
    CVPR 2024 ·
    Joonmyung Choi
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