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Dong-Jun Han

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ICLR ×5AAAI ×3EMNLP ×1ICML ×1NeurIPS ×1WWW ×1

Frequent coauthors

Christopher G. Brinton
×7
Jaekyun Moon
×4
Jungwuk Park
×3
Seyyedali Hosseinalipour
×3
Yun-Wei Chu
×3
Wonjeong Choi
×2
Do-Yeon Kim
×2
Younghyun Park
×2
Jungmoon Lee
×1
Guangchen Lan
×1
Abolfazl Hashemi
×1
Vaneet Aggarwal
×1

Papers

  1. ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization
    AAAI 2026 ·
    Jungwuk Park
    , Dong-Jun Han,
    Jaekyun Moon
  2. Adaptive Energy Alignment for Accelerating Test-Time Adaptation
    ICLR 2025 ·
    Wonjeong Choi
    ,
    Do-Yeon Kim
    ,
    Jungwuk Park
    ,
    Jungmoon Lee
    ,
    Younghyun Park
    , Dong-Jun Han,
    Jaekyun Moon
  3. Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
    ICLR 2025 ·
    Guangchen Lan
    , Dong-Jun Han,
    Abolfazl Hashemi
    ,
    Vaneet Aggarwal
    ,
    Christopher Brinton
  4. Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
    ICLR 2025 ·
    Shahryar Zehtabi
    , Dong-Jun Han,
    Rohit Parasnis
    ,
    Seyyedali Hosseinalipour
    ,
    Christopher G. Brinton
  5. LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
    EMNLP 2025 ·
    Liangqi Yuan
    , Dong-Jun Han,
    Christopher G. Brinton
    ,
    Sabine Brunswicker
  6. PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models
    ICLR 2025 ·
    Kyeongkook Seo
    , Dong-Jun Han,
    Jaejun Yoo
  7. Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks
    AAAI 2025 ·
    Yun-Wei Chu
    , Dong-Jun Han,
    Seyyedali Hosseinalipour
    ,
    Christopher G. Brinton
  8. Unlocking the Potential of Model Calibration in Federated Learning
    ICLR 2025 ·
    Yun-Wei Chu
    , Dong-Jun Han,
    Seyyedali Hosseinalipour
    ,
    Christopher Brinton
  9. Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
    ICML 2024 ·
    Do-Yeon Kim
    , Dong-Jun Han,
    Jun Seo
    ,
    Jaekyun Moon
  10. Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration
    AAAI 2024 ·
    Wonjeong Choi
    ,
    Jungwuk Park
    , Dong-Jun Han,
    Younghyun Park
    ,
    Jaekyun Moon
  11. Hierarchical Federated Learning with Multi-Timescale Gradient Correction
    NeurIPS 2024 ·
    Wenzhi Fang
    , Dong-Jun Han,
    Evan Chen
    ,
    Shiqiang Wang
    ,
    Christopher G. Brinton
  12. Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
    WWW 2024 ·
    Yun-Wei Chu
    , Dong-Jun Han,
    Christopher G. Brinton