EvDistill: Asynchronous Events To End-Task Learning via Bidirectional Reconstruction-Guided Cross-Modal Knowledge Distillation. - Lin Wang 025; Yujeong Chae; Sung-Hoon Yoon 001; Tae-Kyun Kim 001; Kuk-Jin Yoon (CVPR, 2021)

Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation. - Hyeokjun Kweon; Sung-Hoon Yoon 001; Hyeonseong Kim; Daehee Park 001; Kuk-Jin Yoon (ICCV, 2021)

Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation. - Sung-Hoon Yoon 001; Hyeokjun Kweon; Jaeseok Jeong 001; Hyeonseong Kim; Shinjeong Kim; Kuk-Jin Yoon (CoRR, 2021)

Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation. - Sung-Hoon Yoon 001; Hyeokjun Kweon; Jegyeong Cho; Shinjeong Kim; Kuk-Jin Yoon (ECCV (29), 2022)

Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor. - Hyeokjun Kweon; Sung-Hoon Yoon 001; Kuk-Jin Yoon (CVPR, 2023)

T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-Specific Token Memory. - Daehee Park 001; Jaeseok Jeong 001; Sung-Hoon Yoon 001; Jaewoo Jeong; Kuk-Jin Yoon (CVPR, 2024)

Class Tokens Infusion for Weakly Supervised Semantic Segmentation. - Sung-Hoon Yoon 001; Hoyong Kwon; Hyeonseong Kim; Kuk-Jin Yoon (CVPR, 2024)

Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras. - Hoonhee Cho; Sung-Hoon Yoon 001; Hyeokjun Kweon; Kuk-Jin Yoon (ECCV (40), 2024)

On-the-Fly Category Discovery for LiDAR Semantic Segmentation. - Hyeonseong Kim; Sung-Hoon Yoon 001; Minseok Kim; Kuk-Jin Yoon (ECCV (50), 2024)

Phase Concentration and Shortcut Suppression for Weakly Supervised Semantic Segmentation. - Hoyong Kwon; Jaeseok Jeong 001; Sung-Hoon Yoon 001; Kuk-Jin Yoon (ECCV (32), 2024)

Diffusion-Guided Weakly Supervised Semantic Segmentation. - Sung-Hoon Yoon 001; Hoyong Kwon; Jaeseok Jeong 001; Daehee Park 001; Kuk-Jin Yoon (ECCV (48), 2024)

SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing. - Sung-Hoon Yoon 001; Minghan Li; Gaspard Beaudouin; Congcong Wen; Muhammad Rafay Azhar; Mengyu Wang (NeurIPS, 2025)

Delta Velocity Rectified Flow for Text-to-Image Editing. - Gaspard Beaudouin; Minghan Li; Jaeyeon Kim; Sung-Hoon Yoon 001; Mengyu Wang (CoRR, 2025)

TrailBlazer: History-Guided Reinforcement Learning for Black-Box LLM Jailbreaking. - Sung-Hoon Yoon 001; Ruizhi Qian; Minda Zhao; Weiyue Li; Mengyu Wang (CoRR, 2026)