| 2025 | CIKM | Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics. | Jaesik Choi, Bohyung Han, Myoung-Wan Koo, Kyungman Bae, Chang D. Yoo, Simon S. Woo, Wojciech Samek |
| 2025 | CVPR | ITA-MDT: Image-Timestep-Adaptive Masked Diffusion Transformer Framework for Image-Based Virtual Try-On. | Ji Woo Hong, Tri Ton, Trung X. Pham, Gwanhyeong Koo, Sunjae Yoon, Chang D. Yoo |
| 2025 | ICASSP | Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation. | Donghoon Lee, Tung Minh Luu, Younghwan Lee, Chang D. Yoo |
| 2025 | ICASSP | Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning. | Younghwan Lee, Tung Minh Luu, Donghoon Lee, Chang D. Yoo |
| 2025 | ICCV | TARO: Timestep-Adaptive Representation Alignment with Onset-Aware Conditioning for Synchronized Video-To-Audio Synthesis. | Tri Ton, Ji Woo Hong, Chang D. Yoo |
| 2025 | ICCV | Occlusion-Robust Stylization for Drawing-Based 3D Animation. | Sunjae Yoon, Gwanhyeong Koo, Younghwan Lee, Ji Woo Hong, Chang D. Yoo |
| 2025 | ICLR | MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation. | Trung X. Pham, Tri Ton, Chang D. Yoo |
| 2025 | ICLR | Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models. | Eunseop Yoon, Hee Suk Yoon, Mark A. Hasegawa-Johnson, Chang D. Yoo |
| 2025 | ICML | FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields. | Gwanhyeong Koo, Sunjae Yoon, Younghwan Lee, Ji Woo Hong, Chang D. Yoo |
| 2025 | ICML | Enhancing Rating-Based Reinforcement Learning to Effectively Leverage Feedback from Large Vision-Language Models. | Tung Minh Luu, Younghwan Lee, Donghoon Lee, Sunho Kim, Min Jun Kim, Chang D. Yoo |
| 2025 | ICML | ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization. | Hee Suk Yoon, Eunseop Yoon, Mark A. Hasegawa-Johnson, Sungwoong Kim, Chang D. Yoo |
| 2025 | Interspeech | The Interspeech 2025 Speech Accessibility Project Challenge. | Xiuwen Zheng, Bornali Phukon, Jonghwan Na, Ed Cutrell, Kyu J. Han, Mark Hasegawa-Johnson, Pan-Pan Jiang, Aadhrik Kuila, Colin Lea, Bob MacDonald, Gautam Varma Mantena, Venkatesh Ravichandran, Leda Sari, Katrin Tomanek, Chang D. Yoo, Chris Zwilling |
| 2025 | Interspeech | SiamCTC: Learning Speech Representations through Monotonic Temporal Alignment. | SooHwan Eom, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2025 | IROS | Policy Learning from Large Vision-Language Model Feedback Without Reward Modeling. | Tung Minh Luu, Donghoon Lee, Younghwan Lee, Chang D. Yoo |
| 2024 | AAAI | SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation. | Hyun Ryu, Sunjae Yoon, Hee Suk Yoon, Eunseop Yoon, Chang D. Yoo |
| 2024 | CVPR | Zero-Shot Dual-Path Integration Framework for Open-Vocabulary 3D Instance Segmentation. | Tri Ton, Ji Woo Hong, SooHwan Eom, Jun Yeop Shim, Junyeong Kim, Chang D. Yoo |
| 2024 | ECCV | FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-rigid Editing. | Gwanhyeong Koo, Sunjae Yoon, Ji Woo Hong, Chang D. Yoo |
| 2024 | ECCV | Implicit Steganography Beyond the Constraints of Modality. | Sojeong Song, Seoyun Yang, Chang D. Yoo, Junmo Kim |
| 2024 | ECCV | DNI: Dilutional Noise Initialization for Diffusion Video Editing. | Sunjae Yoon, Gwanhyeong Koo, Ji Woo Hong, Chang D. Yoo |
| 2024 | ECCV | BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. | Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo |
| 2024 | ICASSP | AdaMER-CTC: Connectionist Temporal Classification with Adaptive Maximum Entropy Regularization for Automatic Speech Recognition. | SooHwan Eom, Eunseop Yoon, Hee Suk Yoon, Chanwoo Kim, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2024 | ICASSP | G2PU: Grapheme-To-Phoneme Transducer with Speech Units. | Heting Gao, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2024 | ICASSP | Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing. | Gwanhyeong Koo, Sunjae Yoon, Chang D. Yoo |
| 2024 | ICASSP | Unsupervised Speech Recognition with N-skipgram and Positional Unigram Matching. | Liming Wang, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2024 | ICLR | Querying Easily Flip-flopped Samples for Deep Active Learning. | Seong Jin Cho, Gwangsu Kim, Junghyun Lee, Jinwoo Shin, Chang D. Yoo |
| 2024 | ICLR | Progressive Fourier Neural Representation for Sequential Video Compilation. | Haeyong Kang, Jaehong Yoon, Dahyun Kim, Sung Ju Hwang, Chang D. Yoo |
| 2024 | ICLR | C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion. | Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Mark A. Hasegawa-Johnson, Yingzhen Li, Chang D. Yoo |
| 2024 | ICML | Cross-view Masked Diffusion Transformers for Person Image Synthesis. | Trung X. Pham, Kang Zhang, Chang D. Yoo |
| 2024 | ICML | FRAG: Frequency Adapting Group for Diffusion Video Editing. | Sunjae Yoon, Gwanhyeong Koo, Geonwoo Kim, Chang D. Yoo |
| 2024 | Interspeech | LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition. | Eunseop Yoon, Hee Suk Yoon, John B. Harvill, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2024 | IROS | Predictive Coding for Decision Transformer. | Tung Minh Luu, Donghoon Lee, Chang D. Yoo |
| 2024 | IROS | Mitigating Adversarial Perturbations for Deep Reinforcement Learning via Vector Quantization. | Tung Minh Luu, Thanh Nguyen, Joshua Tian Jin Tee, Sungwoon Kim, Chang D. Yoo |
| 2023 | ICASSP | Counterfactual Two-Stage Debiasing For Video Corpus Moment Retrieval. | Sunjae Yoon, Ji Woo Hong, SooHwan Eom, Hee Suk Yoon, Eunseop Yoon, Daehyeok Kim, Junyeong Kim, Chanwoo Kim, Chang D. Yoo |
| 2023 | ICCV | SCANet: Scene Complexity Aware Network for Weakly-Supervised Video Moment Retrieval. | Sunjae Yoon, Gwanhyeong Koo, Dahyun Kim, Chang D. Yoo |
| 2023 | ICLR | On the Soft-Subnetwork for Few-Shot Class Incremental Learning. | Haeyong Kang, Jaehong Yoon, Sultan Rizky Hikmawan Madjid, Sung Ju Hwang, Chang D. Yoo |
| 2023 | ICLR | ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure. | Hee Suk Yoon, Joshua Tian Jin Tee, Eunseop Yoon, Sunjae Yoon, Gwangsu Kim, Yingzhen Li, Chang D. Yoo |
| 2023 | Interspeech | Mitigating the Exposure Bias in Sentence-Level Grapheme-to-Phoneme (G2P) Transduction. | Eunseop Yoon, Hee Suk Yoon, Dhananjaya Gowda, SooHwan Eom, Daehyeok Kim, John B. Harvill, Heting Gao, Mark Hasegawa-Johnson, Chanwoo Kim, Chang D. Yoo |
| 2022 | AAAI | Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold. | Junghyun Lee, Gwangsu Kim, Mahbod Olfat, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2022 | CVPR | SoftGroup for 3D Instance Segmentation on Point Clouds. | Thang Vu, Kookhoi Kim, Tung Minh Luu, Thanh Xuan Nguyen, Chang D. Yoo |
| 2022 | CVPR | Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo. | Chaoning Zhang, Kang Zhang, Trung X. Pham, Axi Niu, Zhinan Qiao, Chang D. Yoo, In So Kweon |
| 2022 | ECCV | Selective Query-Guided Debiasing for Video Corpus Moment Retrieval. | Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, Hee Suk Yoon, Chang D. Yoo |
| 2022 | ECCV | Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness. | Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon |
| 2022 | ICASSP | Semantic Association Network for Video Corpus Moment Retrieval. | Dahyun Kim, Sunjae Yoon, Ji Woo Hong, Chang D. Yoo |
| 2022 | ICLR | How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning. | Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Trung X. Pham, Chang D. Yoo, In So Kweon |
| 2022 | ICML | Forget-free Continual Learning with Winning Subnetworks. | Haeyong Kang, Rusty John Lloyd Mina, Sultan Rizky Hikmawan Madjid, Jaehong Yoon, Mark Hasegawa-Johnson, Sung Ju Hwang, Chang D. Yoo |
| 2022 | Interspeech | Frame-Level Stutter Detection. | John B. Harvill, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2021 | AAAI | Structured Co-reference Graph Attention for Video-grounded Dialogue. | Junyeong Kim, Sunjae Yoon, Dahyun Kim, Chang D. Yoo |
| 2021 | AAAI | Semantic Grouping Network for Video Captioning. | Hobin Ryu, Sunghun Kang, Haeyong Kang, Chang D. Yoo |
| 2021 | AAAI | SCNet: Training Inference Sample Consistency for Instance Segmentation. | Thang Vu, Haeyong Kang, Chang D. Yoo |
| 2021 | ICASSP | Robust Maml: Prioritization Task Buffer with Adaptive Learning Process for Model-Agnostic Meta-Learning. | Thanh Xuan Nguyen, Tung Minh Luu, Trung X. Pham, Sanzhar Rakhimkul, Chang D. Yoo |
| 2021 | ICIP | Learning Imbalanced Datasets With Maximum Margin Loss. | Haeyong Kang, Thang Vu, Chang D. Yoo |
| 2021 | ICIP | Sphererpn: Learning Spheres For High-Quality Region Proposals On 3d Point Clouds Object Detection. | Thang Vu, Kookhoi Kim, Haeyong Kang, Xuan Thanh Nguyen, Tung Minh Luu, Chang D. Yoo |
| 2021 | ICIP | Weakly-Supervised Moment Retrieval Network for Video Corpus Moment Retrieval. | Sunjae Yoon, Dahyun Kim, Ji Woo Hong, Junyeong Kim, Kookhoi Kim, Chang D. Yoo |
| 2021 | IROS | Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model. | Thanh Xuan Nguyen, Tung Minh Luu, Thang Vu, Chang D. Yoo |
| 2021 | NAACL | Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering. | Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson, Chang D. Yoo |
| 2020 | CVPR | Modality Shifting Attention Network for Multi-Modal Video Question Answering. | Junyeong Kim, Minuk Ma, Trung X. Pham, Kyungsu Kim, Chang D. Yoo |
| 2020 | CVPR | Learning Augmentation Network via Influence Functions. | Donghoon Lee, Hyunsin Park, Trung X. Pham, Chang D. Yoo |
| 2020 | ECCV | VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval. | Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo |
| 2019 | CVPR | Edge-Labeling Graph Neural Network for Few-Shot Learning. | Jongmin Kim, Taesup Kim, Sungwoong Kim, Chang D. Yoo |
| 2019 | CVPR | Progressive Attention Memory Network for Movie Story Question Answering. | Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo |
| 2019 | IJCNN | Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering. | Junyeong Kim, Minuk Ma, Kyungsu Kim, Sungjin Kim, Chang D. Yoo |
| 2018 | ACCV | ImaGAN: Unsupervised Training of Conditional Joint CycleGAN for Transferring Style with Core Structures in Content Preserved. | Kangmin Bae, Minuk Ma, Hyunjun Jang, Minjeong Ju, Hyoungwoo Park, Chang D. Yoo |
| 2018 | ECCV | Pivot Correlational Neural Network for Multimodal Video Categorization. | Sunghun Kang, Junyeong Kim, Hyunsoo Choi, Sungjin Kim, Chang D. Yoo |
| 2018 | ECCV | Perception-Enhanced Image Super-Resolution via Relativistic Generative Adversarial Networks. | Thang Vu, Tung Minh Luu, Chang D. Yoo |
| 2018 | ECCV | Fast and Efficient Image Quality Enhancement via Desubpixel Convolutional Neural Networks. | Thang Vu, Cao Van Nguyen, Trung X. Pham, Tung Minh Luu, Chang D. Yoo |
| 2018 | ICIP | Action Recognition: First-and Second-Order 3D Feature in Bi-Directional Attention Network. | Oh Chul Kwon, Junyeong Kim, Chang D. Yoo |
| 2018 | IWDW | Unsupervised Domain Adaptation for Object Detection Using Distribution Matching in Various Feature Level. | Hyoungwoo Park, Minjeong Ju, Sangkeun Moon, Chang D. Yoo |
| 2017 | ICASSP | Melody extraction and detection through LSTM-RNN with harmonic sum loss. | Hyunsin Park, Chang D. Yoo |
| 2017 | ICIP | Multi-view visual speech recognition based on multi task learning. | HouJeung Han, Sunghun Kang, Chang D. Yoo |
| 2017 | ICIP | Deep partial person re-identification via attention model. | Junyeong Kim, Chang D. Yoo |
| 2017 | ICIP | Content adaptive video summarization using spatio-temporal features. | Hyunwoo Nam, Chang D. Yoo |
| 2016 | ICIP | Multimodal representation: Kneser-ney smoothing/skip-gram based neural language model. | Mingoo Song, Chang D. Yoo |
| 2015 | ICIP | Face attribute classification using attribute-aware correlation map and gated convolutional neural networks. | Sunghun Kang, Donghoon Lee, Chang D. Yoo |
| 2014 | ICASSP | Joint learning of foreground region labeling and depth ordering. | Youngjoo Seo, Jongmin Kim, Hoyong Jang, Tae-Ho Kim, Chang D. Yoo |
| 2014 | ICIP | Salient object detection using bipartite dictionary. | Yuna Seo, Donghoon Lee, Chang D. Yoo |
| 2014 | ICIP | A hierarchical-structured dictionary learning for image classification. | Jaesik Yoon, Jinho Choi, Chang D. Yoo |
| 2013 | ICASSP | A maximum likelihood approach for underdetermined TDOA estimation. | Janghoon Cho, Chang D. Yoo |
| 2012 | ACCV | Joint Kernel Learning for Supervised Image Segmentation. | Jongmin Kim, Youngjoo Seo, Sanghyuk Park, Sungrack Yun, Chang D. Yoo |
| 2012 | ACCV | Sparsity Sharing Embedding for Face Verification. | Donghoon Lee, Hyunsin Park, Junyoung Chung, Youngook Song, Chang D. Yoo |
| 2011 | CVPR | Variable grouping for energy minimization. | Taesup Kim, Sebastian Nowozin, Pushmeet Kohli, Chang D. Yoo |
| 2011 | ICASSP | Learning a discriminative visual codebook using homonym scheme. | SeungRyul Baek, Chang D. Yoo, Sungrack Yun |
| 2011 | Interspeech | A High Resolution Multiple Source Localization Based on Generalized Cumulant Structure (GCS) Matrix. | Jinho Choi, Chang D. Yoo |
| 2010 | Interspeech | A maximum a posteriori sound source localization in reverberant and noisy conditions. | Jinho Choi, Chang D. Yoo |
| 2010 | Interspeech | Melody pitch estimation based on range estimation and candidate extraction using harmonic structure model. | Seokhwan Jo, Sihyun Joo, Chang D. Yoo |
| 2009 | ICASSP | Psychoacoustically constrained and distortion minimized speech enhancement algorithm. | Seokhwan Jo, Chang D. Yoo |
| 2007 | ICASSP | Speech Enhancement Based on the Decomposition of Speech Into Deterministic and Stochastic Components and Psychoacoustic Model. | Seokhwan Jo, Chang D. Yoo |
| 2007 | ICASSP | A Novel Adaptive Crosstalk Cancellation using Psychoacoustic Model for 3D Audio. | Jun Jun Seong Kim, Sang-Gyun Kim, Chang D. Yoo |
| 2006 | ICASSP | A Novel Embedding Method For An Anti-Collusion Fingerprinting By Embedding Both A Code And An Orthogonal Fingerprint. | Dalwon Jang, Chang D. Yoo |
| 2006 | ICASSP | Syllable Lattice Based Re-Scoring For Speaker Verification. | Minho Jin, Frank K. Soong, Chang D. Yoo |
| 2006 | ICASSP | Video Fingerprinting Based on Centroids of Gradient Orientations. | Sunil Lee, Chang D. Yoo |
| 2005 | ICASSP | An SVD-Based Watermarking Method for Image Content Authentication with Improved Security. | Seungjae Lee, Dalwon Jang, Chang D. Yoo |
| 2005 | ICASSP | Audio fingerprinting based on normalized spectral subband centroids. | Jin S. Seo, Minho Jin, Sunil Lee, Dalwon Jang, Seungjae Lee, Chang D. Yoo |
| 2004 | Interspeech | Blind separation of speech and sub-Gaussian signals in underdetermined case. | Sang-Gyun Kim, Chang D. Yoo |
| 2003 | ICASSP | Improvements in speaker adaptation using weighted training. | Gyucheol Jang, Sooyoung Woo, Minho Jin, Chang D. Yoo |
| 2003 | ICASSP | The incorporation of masking threshold to subspace speech enhancement. | Jong Uk Kim, Sang-Gyun Kim, Chang D. Yoo |
| 2003 | ICASSP | A novel transcoding algorithm for AMR and EVRC speech codecs via direct parameter transformation. | Sunil Lee, Seongho Seo, Dalwon Jang, Chang D. Yoo |
| 2003 | ICASSP | Affine transform resilient image fingerprinting. | Jin S. Seo, Jaap Haitsma, Ton Kalker, Chang D. Yoo |
| 2003 | Interspeech | Speaker adaptation based on confidence-weighted training. | Gyucheol Jang, Minho Jin, Chang D. Yoo |
| 2003 | Interspeech | A novel rate selection algorithm for transcoding CELP-type codec and SMV. | Dalwon Jang, Seongho Seo, Sunil Lee, Chang D. Yoo |
| 2003 | Interspeech | A robust and sensitive word boundary decision algorithm. | Jong Uk Kim, Sang-Gyun Kim, Chang D. Yoo |
| 2003 | Interspeech | Accuracy improved double-talk detector based on state transition diagram. | Sang-Gyun Kim, Jong Uk Kim, Chang D. Yoo |
| 2003 | Interspeech | A novel transcoding algorithm for SMV and g.723.1 speech coders via direct parameter transformation. | Seongho Seo, Dalwon Jang, Sunil Lee, Chang D. Yoo |
| 2002 | Interspeech | Acoustic echo cancellation based on m-channel IIR cosine-modulated filter bank. | Sang-Gyun Kim, Chang D. Yoo |
| 2002 | Interspeech | Subspace speech enhancement using subband whitening filter. | Jong Uk Kim, Chang D. Yoo |
| 2001 | Interspeech | Speech/noise-dominant decision for speech enhancement. | Sukhyun Yoon, Chang D. Yoo |
| 1999 | ICASSP | Utilizing interband acoustical information for modeling stationary time-frequency regions of noisy speech. | Chang D. Yoo |
| 1996 | ICASSP | Selective all-pole modeling of degraded speech using M-band decomposition. | Chang D. Yoo |
| 1995 | ICASSP | Speech enhancement based on the generalized dual excitation model with adaptive analysis window. | Chang D. Yoo, Jae S. Lim |