| 2026 | AAAI | ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization. | Jungwuk Park, Dong-Jun Han, Jaekyun Moon |
| 2026 | INFOCOM | Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence Analysis. | Shahryar Zehtabi, Dong-Jun Han, Seyyedali Hosseinalipour, Christopher G. Brinton |
| 2026 | WCNC | Multi-Tier Split Federated Learning for Multi-Level Personalization. | Yeonwoo Choi, Dong-Jun Han, Christopher G. Brinton, Minseok Choi |
| 2025 | AAAI | Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks. | Yun-Wei Chu, Dong-Jun Han, Seyyedali Hosseinalipour, Christopher G. Brinton |
| 2025 | EMNLP | LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences. | Liangqi Yuan, Dong-Jun Han, Christopher G. Brinton, Sabine Brunswicker |
| 2025 | ICLR | Adaptive Energy Alignment for Accelerating Test-Time Adaptation. | Wonjeong Choi, Do-Yeon Kim, Jungwuk Park, Jungmoon Lee, Younghyun Park, Dong-Jun Han, Jaekyun Moon |
| 2025 | ICLR | Unlocking the Potential of Model Calibration in Federated Learning. | Yun-Wei Chu, Dong-Jun Han, Seyyedali Hosseinalipour, Christopher Brinton |
| 2025 | ICLR | Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis. | Guangchen Lan, Dong-Jun Han, Abolfazl Hashemi, Vaneet Aggarwal, Christopher Brinton |
| 2025 | ICLR | PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models. | Kyeongkook Seo, Dong-Jun Han, Jaejun Yoo |
| 2025 | ICLR | Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees. | Shahryar Zehtabi, Dong-Jun Han, Rohit Parasnis, Seyyedali Hosseinalipour, Christopher G. Brinton |
| 2025 | MOBIHOC | Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings. | Liangqi Yuan, Dong-Jun Han, Shiqiang Wang, Christopher Brinton |
| 2024 | AAAI | Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration. | Wonjeong Choi, Jungwuk Park, Dong-Jun Han, Younghyun Park, Jaekyun Moon |
| 2024 | ICML | Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning. | Do-Yeon Kim, Dong-Jun Han, Jun Seo, Jaekyun Moon |
| 2024 | WWW | Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation. | Yun-Wei Chu, Dong-Jun Han, Christopher G. Brinton |
| 2024 | WiOpt | FICDF: A Federated Incremental Learning Framework for IoT Device Fingerprinting. | Shengli Ding, Dong-Jun Han, Christopher G. Brinton, Keerthi Dasala |
| 2023 | ICLR | Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning. | Do-Yeon Kim, Dong-Jun Han, Jun Seo, Jaekyun Moon |
| 2023 | ICLR | Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation. | Younghyun Park, Wonjeong Choi, Soyeong Kim, Dong-Jun Han, Jaekyun Moon |
| 2023 | ICML | Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization. | Jungwuk Park, Dong-Jun Han, Soyeong Kim, Jaekyun Moon |
| 2023 | INFOCOM | SplitGP: Achieving Both Generalization and Personalization in Federated Learning. | Dong-Jun Han, Do-Yeon Kim, Minseok Choi, Christopher G. Brinton, Jaekyun Moon |
| 2022 | CVPR | Active Object Detection with Epistemic Uncertainty and Hierarchical Information Aggregation. | Younghyun Park, Soyeong Kim, Wonjeong Choi, Dong-Jun Han, Jaekyun Moon |
| 2021 | INFOCOM | TiBroco: A Fast and Secure Distributed Learning Framework for Tiered Wireless Edge Networks. | Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon |
| 2020 | WCNC | Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective. | Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon |
| 2019 | ISIT | Scalable Network-Coded PBFT Consensus Algorithm. | Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon |
| 2019 | ISIT | Coded Distributed Computing over Packet Erasure Channels. | Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon |