| 2026 | ICPR | HyperUn: Controlling Uncertainty in Hyperbolic Space for Machine Unlearning. | Inseo Jung, Dabin Seo, Sukyung Baek, Jaeheun Jung, Donghun Lee, Jinkyu Kim |
| 2026 | WACV | Image-Guided Semantic Pseudo-LiDAR Point Generation for 3D Object Detection. | Minseung Lee, Seokha Moon, Seung Joon Lee, Reza Mahjourian, Jinkyu Kim |
| 2025 | AAAI | DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models. | Daewon Chae, June Suk Choi, Jinkyu Kim, Kimin Lee |
| 2025 | CIKM | DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection. | Jinkyu Kim, Hyungjung Yi, Mogan Gim, Donghee Choi, Jaewoo Kang |
| 2025 | CVPR | 3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation. | Gyeongrok Oh, Sungjune Kim, Heeju Ko, Hyung-gun Chi, Jinkyu Kim, Dongwook Lee, Daehyun Ji, Sungjoon Choi, Sujin Jang, Sangpil Kim |
| 2025 | EMNLP | Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding. | Kyungryul Back, Seongbeom Park, Milim Kim, Mincheol Kwon, SangHyeok Lee, Hyunyoung Lee, Junhee Cho, Seunghyun Park, Jinkyu Kim |
| 2025 | ICIP | ViTA-PAR: Visual And Textual Attribute Alignment With Attribute Prompting For Pedestrian Attribute Recognition. | Minjeong Park, Hongbeen Park, Jinkyu Kim |
| 2025 | MICCAI | Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead. | Junseok Lee, Yeonho Yoo, Jinkyu Kim, Dosun Lim, Gyeongsik Yang, Chuck Yoo |
| 2024 | AAAI | CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection. | Gyusam Chang, Wonseok Roh, Sujin Jang, Dongwook Lee, Daehyun Ji, Gyeongrok Oh, Jinsun Park, Jinkyu Kim, Sangpil Kim |
| 2024 | BMVC | Leveraging Inductive Bias in ViT for Medical Image Diagnosis. | Jungmin Ha, Euihyun Yoon, Sungsik Kim, Jinkyu Kim, Jaekoo Lee |
| 2024 | CIKM | DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection. | Donghee Choi, Jinkyu Kim, Mogan Gim, Jinho Lee, Jaewoo Kang |
| 2024 | CVPR | Higher-order Relational Reasoning for Pedestrian Trajectory Prediction. | Sungjune Kim, Hyung-Gun Chi, Hyerin Lim, Karthik Ramani, Jinkyu Kim, Sangpil Kim |
| 2024 | CVPR | Communication-Efficient Federated Learning with Accelerated Client Gradient. | Geeho Kim, Jinkyu Kim, Bohyung Han |
| 2024 | CVPR | Relaxed Contrastive Learning for Federated Learning. | Seonguk Seo, Jinkyu Kim, Geeho Kim, Bohyung Han |
| 2024 | ECCV | Enhanced Motion Forecasting with Visual Relation Reasoning. | Sungjune Kim, Hadam Baek, Seunggwan Lee, Hyung-Gun Chi, Hyerin Lim, Jinkyu Kim, Sangpil Kim |
| 2024 | ECCV | VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions. | Seokha Moon, Hyun Woo, Hongbeen Park, Haeji Jung, Reza Mahjourian, Hyung-Gun Chi, Hyerin Lim, Sangpil Kim, Jinkyu Kim |
| 2024 | ECCV | MEVG: Multi-event Video Generation with Text-to-Video Models. | Gyeongrok Oh, Jaehwan Jeong, Sieun Kim, Wonmin Byeon, Jinkyu Kim, Sungwoong Kim, Sangpil Kim |
| 2024 | ECCV | LRSLAM: Low-Rank Representation of Signed Distance Fields in Dense Visual SLAM System. | Hongbeen Park, Minjeong Park, Giljoo Nam, Jinkyu Kim |
| 2024 | ICPR | Who Should Have Been Focused: Transferring Attention-Based Knowledge from Future Observations for Trajectory Prediction. | Seokha Moon, Kyuhwan Yeon, Hayoung Kim, Seong-Gyun Jeong, Jinkyu Kim |
| 2024 | ICPR | Clustering-based Image-Text Graph Matching for Domain Generalization. | Nokyung Park, Daewon Chae, Jeongyong Shim, Sangpil Kim, Eun-Sol Kim, Jinkyu Kim |
| 2024 | ICPR | Text-Driven Prototype Learning for Few-Shot Class-Incremental Learning. | Seongbeom Park, Haeji Jung, Daewon Chae, Hyunju Yun, Sungyoon Kim, Suhong Moon, Jinkyu Kim, Seunghyun Park |
| 2024 | ICRA | Learning Temporal Cues by Predicting Objects Move for Multi-camera 3D Object Detection. | Seokha Moon, Hongbeen Park, Jaekoo Lee, Jinkyu Kim |
| 2024 | IROS | Finetuning Pre-trained Model with Limited Data for LiDAR-based 3D Object Detection by Bridging Domain Gaps. | Jiyun Jang, Mincheol Chang, Jongwon Park, Jinkyu Kim |
| 2024 | WACV | BEVMap: Map-Aware BEV Modeling for 3D Perception. | Mincheol Chang, Seokha Moon, Reza Mahjourian, Jinkyu Kim |
| 2024 | WACV | Localization and Manipulation of Immoral Visual Cues for Safe Text-to-Image Generation. | Seongbeom Park, Suhong Moon, Seunghyun Park, Jinkyu Kim |
| 2023 | BMVC | Distillation for High-Quality Knowledge Extraction via Explainable Oracle Approach. | MyungHak Lee, Wooseong Syz Cho, Sungsik Kim, Jinkyu Kim, Jaekoo Lee |
| 2023 | ICCV | The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion. | Yujin Jeong, Wonjeong Ryoo, Seunghyun Lee, Dabin Seo, Wonmin Byeon, Sangpil Kim, Jinkyu Kim |
| 2023 | WACV | Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling. | Daeun Lee, Jinkyu Kim |
| 2023 | WACV | An Embedding-Dynamic Approach to Self-Supervised Learning. | Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John F. Canny |
| 2022 | BMVC | Zero-shot Visual Commonsense Immorality Prediction. | Yujin Jeong, Seongbeom Park, Suhong Moon, Jinkyu Kim |
| 2022 | BMVC | ORA3D: Overlap Region Aware Multi-view 3D Object Detection. | Wonseok Roh, Gyusam Chang, Seokha Moon, Giljoo Nam, Chanyoung Kim, Younghyun Kim, Sangpil Kim, Jinkyu Kim |
| 2022 | CVPR | Sound-Guided Semantic Image Manipulation. | Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chanyoung Kim, Jinkyu Kim, Sangpil Kim |
| 2022 | ECCV | Bridging the Domain Gap Towards Generalization in Automatic Colorization. | Hyejin Lee, Daehee Kim, Daeun Lee, Jinkyu Kim, Jaekoo Lee |
| 2022 | ECCV | Sound-Guided Semantic Video Generation. | Seung Hyun Lee, Gyeongrok Oh, Wonmin Byeon, Chanyoung Kim, Won Jeong Ryoo, Sang Ho Yoon, Hyunjun Cho, Jihyun Bae, Jinkyu Kim, Sangpil Kim |
| 2022 | ECCV | Grounding Visual Representations with Texts for Domain Generalization. | Seonwoo Min, Nokyung Park, Siwon Kim, Seunghyun Park, Jinkyu Kim |
| 2022 | ICML | Multi-Level Branched Regularization for Federated Learning. | Jinkyu Kim, Geeho Kim, Bohyung Han |
| 2022 | ICRA | StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving. | Jinkyu Kim, Reza Mahjourian, Scott Ettinger, Mayank Bansal, Brandyn White, Ben Sapp, Dragomir Anguelov |
| 2021 | ICCV | SelfReg: Self-supervised Contrastive Regularization for Domain Generalization. | Daehee Kim, Youngjun Yoo, Seunghyun Park, Jinkyu Kim, Jaekoo Lee |
| 2020 | CVPR | Attentional Bottleneck: Towards an Interpretable Deep Driving Network. | Jinkyu Kim, Mayank Bansal |
| 2020 | CVPR | Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules. | Jinkyu Kim, Suhong Moon, Anna Rohrbach, Trevor Darrell, John F. Canny |
| 2020 | WACV | Periphery-Fovea Multi-Resolution Driving Model Guided by Human Attention. | Ye Xia, Jinkyu Kim, John F. Canny, Karl Zipser, Teresa Canas-Bajo, David Whitney |
| 2019 | CVPR | Grounding Human-To-Vehicle Advice for Self-Driving Vehicles. | Jinkyu Kim, Teruhisa Misu, Yi-Ting Chen, Ashish Tawari, John F. Canny |
| 2018 | ACCV | Predicting Driver Attention in Critical Situations. | Ye Xia, Danqing Zhang, Jinkyu Kim, Ken Nakayama, Karl Zipser, David Whitney |
| 2018 | ECCV | Textual Explanations for Self-Driving Vehicles. | Jinkyu Kim, Anna Rohrbach, Trevor Darrell, John F. Canny, Zeynep Akata |
| 2017 | ICCV | Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention. | Jinkyu Kim, John F. Canny |
| 2016 | ICDE | Collaborative analytics for data silos. | Jinkyu Kim, Heonseok Ha, Byung-Gon Chun, Sungroh Yoon, Sang K. Cha |
| 2004 | ISCAS | Channel decoder architecture of OFDM based DMB system. | Bontae Koo, Jinkyu Kim, Juhyun Lee, Nak-Woong Eum, Jongdae Kim, Hyunmook Cho |
| 2002 | GLOBECOM | Scalable QoS multicast provisioning in Diff-Serv-supported MPLS networks. | Jun-Hong Cui, Jinkyu Kim, Aiguo Fei, Michalis Faloutsos, Mario Gerla |
| 2002 | GLOBECOM | A protocol to improve the state scalability of source specific multicast. | Jun-Hong Cui, Dario Maggiorini, Jinkyu Kim, Khaled Boussetta, Mario Gerla |
| 2002 | Networking | Aggregated Multicast - A Comparative Study. | Jun-Hong Cui, Jinkyu Kim, Dario Maggiorini, Khaled Boussetta, Mario Gerla |