Top AI Conference (Selected Publications)
*: Co-first author, †: Corresponding author
[23] GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting [3D Vision] [Gaussian Splatting]
ICML 2026 (International Conference on Machine Learning), 2026.
Siwoo Lim, Sunjae Yoon†, Gwanhyeong Koo, Chang D. Yoo†
[22] Selective Test-Time Debiasing for CLIP via Reward Gating [LLM] [RL]
Jaeho Han, Jisoo Yang, Hyeondong Woo, Mingyu Jeon, Sunjae Yoon, Junyeong Kim
ACL 2026 (The 64th Annual Meeting of the Association for Computational Linguistics), 2026. (long paper, main)
[21] Visual Funnel: Resolving Contextual Blindness in Multimodal Large Language Models [LLM] [Multimodal AI]
Woojun Jung, Jaehoon Go, Mingyu Jeon, Sunjae Yoon, and Junyeong Kim
CVPR 2026 (Conference on Compuer Vision and Pattern Recognition), findings, 2026.
[20] Diffusion Negative Preference Optimization Made Simple [Vision] [Diffusion]
Joshua Tian Jin Tee, Hee Suk Yoon, Sunjae Yoon, Tri Ton, Chang D. Yoo
ICLR 2026 (International Conference on Learning Representation) , 2026.
[19] Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance [Vision] [Diffusion]
Jongwon Ryu, Joonhyung Park, Jaeho Han, Yeong-Seok Kim, Hye-Rin Kim, Sunjae Yoon, and Junyeong Kim
EACL 2026 (19th Conference of the European Chapter of the Association for Computational Linguistics), 2026.
[18] GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval [Multimodal AI]
Mingyu Jeon, Sunjae Yoon , Jonghee Kim, Junyeong Kim
AAAI 2026 (AAAI Association for the Advancement of Artificial Intelligence), 2026.
[17] Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning [LLM] [Multimodal AI]
Sangyeon Cho, Mingi Kim, Jinkwon Hwang, Jaehoon Go, Minuk Ma, Sunjae Yoon , and Junyeong Kim
EMNLP 2025 (Empirical Methods in Natural Language Processing), 2025. (long paper, main)
[16] Occlusion-robust Stylization for Drawing-based 3D Animation [3D Vision] [Diffusion]
Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee, Ji Woo Hong, and Chang D. Yoo
ICCV 2025 (International Conference on Computer Vision), 2025.
[15] FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields [Vision] [Diffusion]
Gwanhyeong Koo, Sunjae Yoon , Younghwan Lee, Ji Woo Hong, and Chang D. Yoo
ICML 2025 (International Conference on Machine Learning), 2025. (Spotlight)
[14] ITA-MDT:Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On [Vision] [Diffusion]
Ji Woo Hong, Tri Ton, Trung X. Pham, Gwanhyeong Koo, Sunjae Yoon , Chang D. Yoo
CVPR 2025 (Computer Vision and Pattern Recognition), 2025.
[13] TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation [Vision] [Diffusion]
Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee, and Chang D. Yoo
NeurIPS 2024 (Neural Information Processing Systems), 2024.
[12] Dilutional Noise Initialization for Dilution Video Editing [Vision] [Diffusion]
Sunjae Yoon, Gwanhyeong Koo, Ji Woo Hong, and Chang D. Yoo
ECCV 2024 (European Conference on Computer Vision), 2024.
[11] FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing [Vision] [Diffusion]
Gwanhyeong Koo, Sunjae Yoon , Ji Woo Hong, and Chang D. Yoo
ECCV 2024 (European Conference on Computer Vision), 2024.
[10] FRAG: Frequency Adapting Group for Diffusion Video Editing [Vision] [Diffusion]
Sunjae Yoon, Gwanhyeong Koo, Geonwoo Kim, and Chang D. Yoo
ICML 2024 (International Conference on Machine Learning), 2024.
[9] SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation [Medical AI]
Hyun Ryu, Sunjae Yoon , Hee Suk Yoon, Eunseop Yoon, and Chang D. Yoo
AAAI 2024 (AAAI Association for the Advancement of Artificial Intelligence), 2024.
[8] HEAR: Hearing Enhanced Audio Response for Viode-grounded Dialogue [Audio] [Multimodal AI]
Sunjae Yoon , Dahyun Kim, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo
EMNLP 2023 (Empirical Methods in Natural Language Processing), 2023. (long paper, findings)
[7] SCANet: Scene Complexity Aware Network for Weakly-supervised Video Moment Retrieval [Vision] [Multimodal AI]
Sunjae Yoon , Gwanhyeong Koo, Dahyun Kim, and Chang D. Yoo
ICCV 2023 (International Conference on Computer Vision) 2023.
[6] ESD: EXPECTED SQUARED DIFFERENCE AS A TUNING-FREE TRAINABLE CALIBRATION MEASURE [NLP]
Hee Suk Yoon, Joshua Tian Jin Tee , Eunseop Yoon, Sunjae Yoon , Gwangsu Kim, Yingzhen Li, and Chang D. Yoo
ICLR 2023 (International Conference on Learning Representation), 2023.
[5] Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue [Vision] [Multimodal AI]
Sunjae Yoon , Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo
EMNLP 2022 (Empirical Methods in Natural Language Processing), 2022. (long paper, main)
[4] SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation [NLP]
Hee Suk Yoon , Eunseop Yoon , John Harvill, Sunjae Yoon , Mark Hasegawa-Johnson, and Chang D. Yoo
EMNLP 2022 (Empirical Methods in Natural Language Processing), 2022. (short paper, findings)
[3] Selective Query-guided Debiasing for Video Corpus Moment Retrieval [Vision] [NLP] [Multimodal AI]
Sunjae Yoon , Ji Woo Hong, Eunseop Yoon, Dahyun Kim , Junyeong Kim, Hee Suk Yoon, and Chang D. Yoo
ECCV 2022 (European Conference on Computer Vision), 2022.
[2] Structured Co-reference Graph Attention for Video-grounded Dialogue [Vision] [Multimodal AI]
Junyeong Kim, Sunjae Yoon , Dahyun Kim, and Chang D. Yoo
AAAI 2021 (AAAI Association for the Advancement of Artificial Intelligence), 2021.
[1] VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval [Vision] [Multimodal AI]
Minuk Ma *, Sunjae Yoon *, Junyeong Kim, Youngjuoon Lee, Sunghun Kang, and Chang D. Yoo
ECCV 2020 (European Conference on Computer Vision) 2020.
International Conference
[28] Siwoo Lim, Sunjae Yoon†, Gwanhyeong Koo, Chang D. Yoo† "GADA: Geometry-Aware Deformable Aggregation for Image-Based Gaussian Splatting", International Conference on Machine Learning (ICML) 2026,
[27] Jaeho Han, Jisoo Yang, Hyeondong Woo, Mingyu Jeon, Sunjae Yoon, Junyeong Kim, "Selective Test-Time Debiasing for CLIP via Reward Gating", The 64th Annual Meeting of the Association for Computational Linguistics (ACL) long paper, 2026.
[26] Woojun Jung, Jaehoon Go, Mingyu Jeon, Sunjae Yoon, and Junyeong Kim, "Visual Funnel: Resolving Contextual Blindness in Multimodal Large Language Models", IEEE Conference on Compuer Vision and Pattern Recognition (CVPR) findings, 2026.
[25] Joshua Tian Jin Tee, Hee Suk Yoon, Sunjae Yoon, Tri Ton, Chang D. Yoo, "Diffusion Negative Preference Optimization Made Simple", International Conference on Learning Representation (ICLR), 2026
[24] Jongwon Ryu, Joonhyung Park, Jaeho Han, Yeong-Seok Kim, Hye-Rin Kim, Sunjae Yoon, and Junyeong Kim, "Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance", 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026
[23] Mingyu Jeon, Sunjae Yoon , Jonghee Kim, Junyeong Kim, "GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval", AAAI Association for the Advancement of Artificial Intelligence (AAAI), 2026
[22] Sangyeon Cho, Mingi Kim, Jinkwon Hwang, Jaehoon Go, Minuk Ma, Sunjae Yoon , and Junyeong Kim, "Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning", Empirical Methods in Natural Language Processing (EMNLP), 2025. (long paper, main)
[21] Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee, Ji Woo Hong, and Chang D. Yoo, "Occlusion-robust Stylization for Drawing-based 3D Animation", International Conference on Computer Vision (ICCV) 2025
[20] Gwanhyeong Koo, Sunjae Yoon , Younghwan Lee, Ji Woo Hong, and Chang D. Yoo, "FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields", International Conference on Machine Learning (ICML) 2025, Spotlight
[19] Ji Woo Hong, Tri Ton, Trung X. Pham, Gwanhyeong Koo, Sunjae Yoon , Chang D. Yoo, "ITA-MDT:Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On", Computer Vision and Pattern Recognition (CVPR) 2025
[18] Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee, and Chang D. Yoo, "TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation", Neural Information Processing Systems (NeurIPS) 2024
[17] Sunjae Yoon, Gwanhyeong Koo, Ji Woo Hong, and Chang D. Yoo, "Dilutional Noise Initialization for Dilution Video Editing", European Conference on Computer Vision (ECCV) 2024
[16] Gwanhyeong Koo, Sunjae Yoon , Ji Woo Hong, and Chang D. Yoo, "FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing", European Conference on Computer Vision (ECCV) 2024
[15] Sunjae Yoon, Gwanhyeong Koo, Geonwoo Kim, and Chang D. Yoo, "FRAG: Frequency Adapting Group for Diffusion Video Editing", International Conference on Machine Learning (ICML) 2024
[14] Donghoon Lee*, Jun Yeop Shim*, Sunjae Yoon , and Chang D Yoo, "Character Identifying Video Language Alignment Network for Weakly-Supervised Video-Subtitle Moment Retrieval", International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2024, Oral
[13] Gwanhyeong Koo, Sunjae Yoon , Chang D. Yoo, "WAVELET-GUIDED ACCELERATION OF TEXT INVERSION IN DIFFUSION-BASED IMAGE EDITING", The International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
[12] Hyun Ryu, Sunjae Yoon , Hee Suk Yoon, Eunseop Yoon, and Chang D. Yoo, "SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation", AAAI Association for the Advancement of Artificial Intelligence (AAAI) 2024
[11] Sunjae Yoon , Dahyun Kim, Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo, "HEAR: Hearing Enhanced Audio Response for Viode-grounded Dialogue", Empirical Methods in Natural Language Processing (EMNLP) 2023 (long paper, findings)
[10] Sunjae Yoon , Gwanhyeong Koo, Dahyun Kim, and Chang D. Yoo, "SCANet: Scene Complexity Aware Network for Weakly-supervised Video Moment Retrieval", International Conference on Computer Vision (ICCV) 2023
[9] Sunjae Yoon , Ji Woo Hong, SooHwan Eom, Hee Suk Yoon, Eunseop Yoon, Daehyeok Kim, Junyeong Kim, Chanwoo Kim, and Chang D. Yoo, "Counterfactual Two-stage Debiasing Network for Video Corpus Moment Retrieval", The International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, Oral
[8] Hee Suk Yoon, Joshua Tian Jin Tee , Eunseop Yoon, Sunjae Yoon , Gwangsu Kim, Yingzhen Li, and Chang D. Yoo, "ESD: EXPECTED SQUARED DIFFERENCE AS A TUNING-FREE TRAINABLE CALIBRATION MEASURE", International Conference on Learning Representation (ICLR), 2023
[7] Sunjae Yoon , Eunseop Yoon, Hee Suk Yoon, Junyeong Kim, and Chang D. Yoo, "Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue", Empirical Methods in Natural Language Processing (EMNLP), 2022. (long paper, main)
[6] Hee Suk Yoon , Eunseop Yoon , John Harvill, Sunjae Yoon , Mark Hasegawa-Johnson, and Chang D. Yoo, "Hee Suk Yoon , Eunseop Yoon , John Harvill, Sunjae Yoon , Mark Hasegawa-Johnson, and Chang D. Yoo, "SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation", Empirical Methods in Natural Language Processing (EMNLP), 2022. (short paper, findings)
[5] Sunjae Yoon , Ji Woo Hong, Eunseop Yoon, Dahyun Kim , Junyeong Kim, Hee Suk Yoon, and Chang D. Yoo, "Selective Query-guided Debiasing for Video Corpus Moment Retrieval", European Conference on Computer Vision (ECCV) 2022
[4] Dahyun Kim*, Sunjae Yoon*, Ji Woo Hong, and Chang D. Yoo, "SEMANTIC ASSOCIATION NETWORK FOR VIDEO CORPUS MOMENT RETRIEVAL", The International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. Oral
[3] Junyeong Kim, Sunjae Yoon , Dahyun Kim, and Chang D. Yoo, "Structured Co-reference Graph Attention for Video-grounded Dialogue", AAAI Association for the Advancement of Artificial Intelligence (AAAI), 2021
[2] Sunjae Yoon*, Dahyun Kim*, Ji Woo Hong, Junyeong Kim, Kookhoi Kim and Chang D. Yoo, "WEAKLY-SUPERVISED MOMENT RETRIEVAL NETWORK FOR VIDEO CORPUS MOMENT RETRIEVAL", International Conference on Image Processing (ICIP), 2021
[1] Minuk Ma *, Sunjae Yoon *, Junyeong Kim, Youngjuoon Lee, Sunghun Kang, and Chang D. Yoo, "VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval", European Conference on Computer Vision (ECCV) 2020
International Journal
[8] Junyeong Kim, Sunjae Yoon, "Lexical Distractor Mining Network for Causal Video Question Answering", IEEE Access, 2026.
[7] Sunjae Yoon , Ji Woo Hong, Gwanhyeong Koo, Kyuwon Kim, JongSik Ahn, Tae-Young Lee, Chang D. Yoo, "Spectral Masked Diffusion Transformer for Synthetic Aperture Radar to Optical Image Translation", Journal of The Institute of Electronics and Information Engineers, 2025
[6] Gwanhyeong Koo, Sunjae Yoon , Donghoon Lee, Soo Hwan Eom, JongSik Ahn, Tae-Young Lee, Chang D. Yoo, "Spatial Adaptive Kernel Network for Enhanced Oriented Ship Detection in Synthetic Aperture Radar Imagery", Journal of The Institute of Electronics and Information Engineers, 2024
[5] Sunjae Yoon , Gwanhyeong Koo, Jun Yeop Shim, Soohwan Eom, Ji Woo Hong, Chang D. Yoo, "Causal Localization Network for Radar Human Localization with micro-Doppler signature", IEEE Access, 2024
[4] Ji Woo Hong, Sunjae Yoon , Junyeong Kim, and Chang D. Yoo, "Joint Path Alignment Framework for 3D Human Pose and Shape Estimation from Video", IEEE Access, 2023
[3] Junyeong Kim, Ji Woo Hong, Sunjae Yoon , and Chang D. Yoo, "CE-BART: Cause-and-Effect BART for Visual Comonsense Generation", MDPI Sensors, 2022
[2] Sunjae Yoon , Dahyun Kim, Junyeong Kim, and Chang D. Yoo, "Cascaded MPN: Cascaded Moment Proposal Network for Video Corpus Moment Retrieval", IEEE Access 2022
[1] Sunjae Yoon , Dahyun Kim, Ji Woo Hong, and Chang D. Yoo, "Dual-Scale Doppler Attention for Human Identification, "MDPI Sensors, 2022