| 2026 | KDD | GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning. | Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang |
| 2026 | KDD | Fair Class-Incremental Learning using Sample Weighting. | Jaeyoung Park, Minsu Kim, Steven Euijong Whang |
| 2025 | AISTATS | Ant Colony Sampling with GFlowNets for Combinatorial Optimization. | Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jiwoo Son, Jinkyoo Park, Yoshua Bengio |
| 2025 | ASRU | Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs. | Umberto Cappellazzo, Minsu Kim, Stavros Petridis |
| 2025 | CVPR | T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning. | Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang |
| 2025 | CVPR | Mixture of Submodules for Domain Adaptive Person Search. | Minsu Kim, Seungryong Kim, Kwanghoon Sohn |
| 2025 | ICASSP | Large Language Models are Strong Audio-Visual Speech Recognition Learners. | Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic |
| 2025 | ICASSP | Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction. | Minsu Kim, Rodrigo Mira, Honglie Chen, Stavros Petridis, Maja Pantic |
| 2025 | ICCV | ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors. | Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim |
| 2025 | ICCV | Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations. | Jeong Hun Yeo, Minsu Kim, Chae Won Kim, Stavros Petridis, Yong Man Ro |
| 2025 | ICLR | Adaptive teachers for amortized samplers. | Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio |
| 2025 | ICLR | MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks. | Nayoung Kim, Seongsu Kim, Minsu Kim, Jinkyoo Park, Sungsoo Ahn |
| 2025 | ICLR | Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning. | Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Moksh Jain |
| 2025 | ICLR | Generative Flows on Synthetic Pathway for Drug Design. | Seonghwan Seo, Minsu Kim, Tony Shen, Martin Ester, Jinkyoo Park, Sungsoo Ahn, Woo Youn Kim |
| 2025 | ICML | Improved Off-policy Reinforcement Learning in Biological Sequence Design. | Hyeonah Kim, Minsu Kim, Taeyoung Yun, Sanghyeok Choi, Emmanuel Bengio, Alex Hernndez-Garca, Jinkyoo Park |
| 2025 | ICML | Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models. | Siddarth Venkatraman, Mohsin Hasan, Minsu Kim, Luca Scimeca, Marcin Sendera, Yoshua Bengio, Glen Berseth, Nikolay Malkin |
| 2025 | Interspeech | Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach. | Umberto Cappellazzo, Minsu Kim, Stavros Petridis, Daniele Falavigna, Alessio Brutti |
| 2025 | Interspeech | Revival with Voice: Multi-modal Controllable Text-to-Speech Synthesis. | Minsu Kim, Pingchuan Ma, Honglie Chen, Stavros Petridis, Maja Pantic |
| 2025 | IROS | A Deep Reinforcement Learning based End-to-End Control Framework for Lower Limb Exoskeletons with Smooth Movement Transitions. | Minsu Kim, Woo-Jeong Baek, Jaeheung Park |
| 2025 | ISCA | Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization. | Minsu Kim, Seongmin Hong, Ryeowook Ko, Soongyu Choi, Hunjong Lee, Junsoo Kim, Joo-Young Kim, Jongse Park |
| 2025 | ISCAS | A digital dynamic power monitor based adaptive clocking system for voltage droop mitigation in 5nm mobile application processor. | Byung-Su Kim, Minsu Kim |
| 2025 | KDD | RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. | Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, Andr Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park |
| 2025 | NAACL | From Evidence to Belief: A Bayesian Epistemology Approach to Language Models. | Minsu Kim, Sangryul Kim, James Thorne |
| 2025 | WCNC | Edge vs Cloud: How Do We Balance Cost, Latency, and Quality for Large Language Models Over 5G Networks? | Minsu Kim, Pinyarash Pinyoanuntapong, Bong-Ho Kim, Walid Saad, Doru Calin |
| 2025 | SNPD | Climate Forecasting in the Metaverse using FedKAN for Lightweight Learning. | Hyunsu Park, Junbeom Park, Yongsu Ahn, Minsu Kim, Jongsou Park |
| 2024 | AAAI | Quilt: Robust Data Segment Selection against Concept Drifts. | Minsu Kim, Seonghyeon Hwang, Steven Euijong Whang |
| 2024 | AAAI | Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context. | Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park |
| 2024 | ACL | Epistemology of Language Models: Do Language Models Have Holistic Knowledge? | Minsu Kim, James Thorne |
| 2024 | ACL | Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation. | Se Jin Park, Chae Won Kim, Hyeongseop Rha, Minsu Kim, Joanna Hong, Jeong Hun Yeo, Yong Man Ro |
| 2024 | CVPR | AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech Representation. | Jeongsoo Choi, Se Jin Park, Minsu Kim, Yong Man Ro |
| 2024 | ECCV | Hierarchically Structured Neural Bones for Reconstructing Animatable Objects from Casual Videos. | Subin Jeon, In Cho, Minsu Kim, Woong Oh Cho, Seon Joo Kim |
| 2024 | EMNLP | Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing. | Jeong Hun Yeo, Seunghee Han, Minsu Kim, Yong Man Ro |
| 2024 | ICASSP | Text-Driven Talking Face Synthesis by Reprogramming Audio-Driven Models. | Jeongsoo Choi, Minsu Kim, Se Jin Park, Yong Man Ro |
| 2024 | ICASSP | Towards Practical and Efficient Image-to-Speech Captioning with Vision-Language Pre-Training and Multi-Modal Tokens. | Minsu Kim, Jeongsoo Choi, Soumi Maiti, Jeong Hun Yeo, Shinji Watanabe, Yong Man Ro |
| 2024 | ICASSP | Analysis of the Memorization and Generalization Capabilities of AI Agents: are Continual Learners Robust? | Minsu Kim, Walid Saad |
| 2024 | ICASSP | Exploring Phonetic Context-Aware Lip-Sync for Talking Face Generation. | Se Jin Park, Minsu Kim, Jeongsoo Choi, Yong Man Ro |
| 2024 | ICASSP | Visual Speech Recognition for Languages with Limited Labeled Data Using Automatic Labels from Whisper. | Jeong Hun Yeo, Minsu Kim, Shinji Watanabe, Yong Man Ro |
| 2024 | ICLR | Learning Energy Decompositions for Partial Inference in GFlowNets. | Hyosoon Jang, Minsu Kim, Sungsoo Ahn |
| 2024 | ICLR | Local Search GFlowNets. | Minsu Kim, Taeyoung Yun, Emmanuel Bengio, Dinghuai Zhang, Yoshua Bengio, Sungsoo Ahn, Jinkyoo Park |
| 2024 | ICML | Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization. | Hyeonah Kim, Minsu Kim, Sungsoo Ahn, Jinkyoo Park |
| 2024 | ICML | Learning to Scale Logits for Temperature-Conditional GFlowNets. | Minsu Kim, Joohwan Ko, Taeyoung Yun, Dinghuai Zhang, Ling Pan, Woochang Kim, Jinkyoo Park, Emmanuel Bengio, Yoshua Bengio |
| 2024 | ICRA | BroadBEV: Collaborative LiDAR-camera Fusion for Broad-sighted Bird's Eye View Map Construction. | Minsu Kim, Giseop Kim, Kyong Hwan Jin, Sunwook Choi |
| 2024 | KDD | RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks. | Seonghyeon Hwang, Minsu Kim, Steven Euijong Whang |
| 2024 | WACV | Learning Residual Elastic Warps for Image Stitching under Dirichlet Boundary Condition. | Minsu Kim, Yongjun Lee, Woo Kyoung Han, Kyong Hwan Jin |
| 2024 | WACV | Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction. | Minsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyong Hwan Jin |
| 2023 | AAAI | Deep Visual Forced Alignment: Learning to Align Transcription with Talking Face Video. | Minsu Kim, Chae Won Kim, Yong Man Ro |
| 2023 | CVPR | Watch or Listen: Robust Audio-Visual Speech Recognition with Visual Corruption Modeling and Reliability Scoring. | Joanna Hong, Minsu Kim, Jeongsoo Choi, Yong Man Ro |
| 2023 | CVPR | PartMix: Regularization Strategy to Learn Part Discovery for Visible-Infrared Person Re-Identification. | Minsu Kim, Seungryong Kim, Jungin Park, Seongheon Park, Kwanghoon Sohn |
| 2023 | ICASSP | Lip-to-Speech Synthesis in the Wild with Multi-Task Learning. | Minsu Kim, Joanna Hong, Yong Man Ro |
| 2023 | ICASSP | Multi-Temporal Lip-Audio Memory for Visual Speech Recognition. | Jeong Hun Yeo, Minsu Kim, Yong Man Ro |
| 2023 | ICCV | Lip Reading for Low-resource Languages by Learning and Combining General Speech Knowledge and Language-specific Knowledge. | Minsu Kim, Jeong Hun Yeo, Jeongsoo Choi, Yong Man Ro |
| 2023 | ICML | DevFormer: A Symmetric Transformer for Context-Aware Device Placement. | Haeyeon Kim, Minsu Kim, Federico Berto, Joungho Kim, Jinkyoo Park |
| 2023 | ICML | Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization. | Jiwoo Son, Minsu Kim, Hyeonah Kim, Jinkyoo Park |
| 2023 | Interspeech | Intelligible Lip-to-Speech Synthesis with Speech Units. | Jeongsoo Choi, Minsu Kim, Yong Man Ro |
| 2023 | WCNC | A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks. | Minsu Kim, Alexander C. DeRieux, Walid Saad |
| 2023 | WACV | Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection. | Seongheon Park, Hanjae Kim, Minsu Kim, Dahye Kim, Kwanghoon Sohn |
| 2023 | VDA | CPViz: Visualizing clinical pathways represented in higher-order networks. | Junghoon Chae, Byung H. Park, Minsu Kim, Everett Neil Rush, zgr zmen, Makoto Jones, Merry Ward, Jonathan R. Nebeker |
| 2022 | AAAI | Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading. | Minsu Kim, Jeong Hun Yeo, Yong Man Ro |
| 2022 | AAAI | SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory. | Se Jin Park, Minsu Kim, Joanna Hong, Jeongsoo Choi, Yong Man Ro |
| 2022 | ANT | Reinforcement Learning-Based HTTP Adaptive Streaming Scheme in Edge Computing Environments. | Minsu Kim, Kwangsue Chung |
| 2022 | CGO | Solving PBQP-Based Register Allocation using Deep Reinforcement Learning. | Minsu Kim, Jeong-Keun Park, Soo-Mook Moon |
| 2022 | ECCV | VisageSynTalk: Unseen Speaker Video-to-Speech Synthesis via Speech-Visage Feature Selection. | Joanna Hong, Minsu Kim, Yong Man Ro |
| 2022 | ECCV | Speaker-Adaptive Lip Reading with User-Dependent Padding. | Minsu Kim, Hyunjun Kim, Yong Man Ro |
| 2022 | IJCAI | CERT: Continual Pre-training on Sketches for Library-oriented Code Generation. | Daoguang Zan, Bei Chen, Dejian Yang, Zeqi Lin, Minsu Kim, Bei Guan, Yongji Wang, Weizhu Chen, Jian-Guang Lou |
| 2022 | Interspeech | Visual Context-driven Audio Feature Enhancement for Robust End-to-End Audio-Visual Speech Recognition. | Joanna Hong, Minsu Kim, Daehun Yoo, Yong Man Ro |
| 2022 | USENIX | CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics. | Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park |
| 2022 | USENIX | IPLFS: Log-Structured File System without Garbage Collection. | Juwon Kim, Minsu Kim, Muhammad Danish Tehseen, Joontaek Oh, Youjip Won |
| 2021 | AAAI | Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation. | Minsu Kim, Sunghun Joung, Seungryong Kim, Jungin Park, Ig-Jae Kim, Kwanghoon Sohn |
| 2021 | GLOBECOM | Precoding Design for Minimizing Age of Information in Downlink MU-MISO Systems. | Minsu Kim, Jemin Lee |
| 2021 | ICCV | Learning Canonical 3D Object Representation for Fine-Grained Recognition. | Sunghun Joung, Seungryong Kim, Minsu Kim, Ig-Jae Kim, Kwanghoon Sohn |
| 2021 | ICCV | Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video. | Minsu Kim, Joanna Hong, Se Jin Park, Yong Man Ro |
| 2021 | ICIP | Interpretation of Lesional Detection via Counterfactual Generation. | Junho Kim, Minsu Kim, Yong Man Ro |
| 2020 | CVPR | Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation. | Sunghun Joung, Seungryong Kim, Hanjae Kim, Minsu Kim, Ig-Jae Kim, Junghyun Cho, Kwanghoon Sohn |
| 2020 | GLOBECOM | Sensing and Transmission Design for AoI-Sensitive Wireless Sensor Networks. | Jinwoong Kim, Minsu Kim, Jemin Lee |
| 2020 | GLOBECOM | Impact of Base Station Antenna Tilt Angle on UAV Communications. | Seongjun Kim, Minsu Kim, Jong Yeol Ryu, Jemin Lee |
| 2020 | ICIP | Learning Style Correlation for Elaborate Few-Shot Classification. | Junho Kim, Minsu Kim, Jung Uk Kim, Hong Joo Lee, Sangmin Lee, Joanna Hong, Yong Man Ro |
| 2020 | ICIP | Robust Video Facial Authentication With Unsupervised Mode Disentanglement. | Minsu Kim, Hong Joo Lee, Sangmin Lee, Yong Man Ro |
| 2020 | ICPR | Unsupervised Disentangling of Viewpoint and Residues Variations by Substituting Representations for Robust Face Recognition. | Minsu Kim, Joanna Hong, Junho Kim, Hong Joo Lee, Yong Man Ro |
| 2020 | ICRA | Fast Adaptation of Deep Reinforcement Learning-Based Navigation Skills to Human Preference. | Jinyoung Choi, Christopher R. Dance, Jung-Eun Kim, Kyungsik Park, Jaehun Han, Joonho Seo, Minsu Kim |
| 2019 | ETS | PaTran: Translation Platform for Test Pattern Program. | Jung-Geun Park, Minsu Kim, Soo-Mook Moon, Sungyeol Kim, Insu Yang, Hyunsoo Jung |
| 2019 | ICIP | Unpaired Cross-Spectral Pedestrian Detection Via Adversarial Feature Learning. | Minsu Kim, Sunghun Joung, Kihong Park, Seungryong Kim, Kwanghoon Sohn |
| 2019 | ICRA | Deep Reinforcement Learning of Navigation in a Complex and Crowded Environment with a Limited Field of View. | Jinyoung Choi, Kyungsik Park, Minsu Kim, Sangok Seok |
| 2019 | WiMob | Highlights-based Bitrate Adaptation Scheme for Mobile Video Streaming Service. | Minsu Kim, Kwangsue Chung |
| 2019 | RTAS | Fault-Resilient Real-Time Communication Using Software-Defined Networking. | Kilho Lee, Minsu Kim, Hayeon Kim, Hoon Sung Chwa, Jinkyu Lee, Insik Shin |
| 2018 | GLOBECOM | Outage Probability of UAV Communications in the Presence of Interference. | Minsu Kim, Jemin Lee |
| 2018 | RTSS | MC-SDN: Supporting Mixed-Criticality Scheduling on Switched-Ethernet Using Software-Defined Networking. | Kilho Lee, Taejune Park, Minsu Kim, Hoon Sung Chwa, Jinkyu Lee, Seungwon Shin, Insik Shin |
| 2017 | DATE | Evaluating coherence-exploiting hardware Trojan. | Minsu Kim, Sunhee Kong, Boeui Hong, Lei Xu, Weidong Shi, Taeweon Suh |
| 2015 | NDSS | SeCReT: Secure Channel between Rich Execution Environment and Trusted Execution Environment. | Jin Soo Jang, Sunjune Kong, Minsu Kim, Daegyeong Kim, Brent ByungHoon Kang |
| 2014 | CCS | ATRA: Address Translation Redirection Attack against Hardware-based External Monitors. | DaeHee Jang, Hojoon Lee, Minsu Kim, Daehyeok Kim, Daegyeong Kim, Brent ByungHoon Kang |
| 2010 | ISCAS | A 22.4 mW competitive fuzzy edge detection processor for volume rendering. | Joonsoo Kwon, Minsu Kim, Jinwook Oh, Hoi-Jun Yoo |
| 2009 | ISLPED | A 60fps 496mW multi-object recognition processor with workload-aware dynamic power management. | Joo-Young Kim, Seungjin Lee, Jinwook Oh, Minsu Kim, Hoi-Jun Yoo |