Yimin Fu

Yimin Fu

Hong Kong Baptist University.

😁 About me

I obtained my Ph.D. degree from the School of Automation at Northwestern Polytechnical University (NWPU), under the supervision of Prof. Zhunga Liu. My research interests focus on open-environment deep learning and its applications in remote sensing, including open set recognition, incremental learning, and adversarial learning. Starting in 2025, I joined Hong Kong Baptist University (HKBU) as a postdoctoral researcher, supervised by Prof. Michael Kwok-Po Ng.

🔥 News

  • 2025.12:  🎉 Two papers are accepted to IEEE SPL.
  • 2025.09:  🎉 One paper is accepted to IEEE T-GRS.
  • 2025.09:  🎉 One paper is accepted to Signal Processing.
  • 2025.08:  🎉 One paper is accepted to IEEE T-CSVT.
  • 2025.07:  🎉 Two papers are accepted to ICCV and ACM MM 2025 workshops.
  • 2025.03:  🎉 One paper is accepted to IEEE T-PAMI.
  • 2025.02:  ✈️ Onboarding at HKBU.
  • 2024.12:  👨‍🎓 I obatain my Ph.D. degree from NWPU.
  • 2024.11:  🎉 National Scholarship for PhD Students.
  • 2024.08:  🎉 One paper is accepted to IEEE T-GRS.
  • 2024.02:  🎉 One paper is accepted to IEEE T-AES.
  • 2023.12:  🎉 One paper is accepted to SCIS.
  • 2023.08:  🎉 One paper is accepted to IEEE T-GRS.
  • 2023.03:  🎉 One paper is accepted to CVPR-W 2023.
  • 2022.12:  🎉 One paper is accepted to IEEE T-PAMI.
  • 2022.06:  🎉 One paper is accepted to PRCV 2022. (oral)

📝 Publications

TPAMI 2025
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Reason and Discovery: A New Paradigm for Open Set Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. [Paper] [Code]

Yimin Fu, Zhunga Liu, Jialin Lyu.

  • SCI Q1, CCF-A, 中科院1区 Top, IF: 18.6
TPAMI 2022
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Orientational Distribution Learning with Hierarchical Spatial Attention for Open Set Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022. [Paper] [Code]

Zhunga Liu, Yimin Fu, Quan Pan, Zuowei Zhang. (co-authored with PhD supervisor)

  • SCI Q1, CCF-A, 中科院1区 Top, IF: 18.6, 学生一作
TGRS 2025
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A Unified SAM-Guided Self-Prompt Learning Framework for Infrared Small Target Detection. IEEE Transactions on Geoscience and Remote Sensing, 2025. [Paper] [Code]

Yimin Fu, Jialin Lyu, Peiyuan Ma, Zhunga Liu, Michael K. Ng.

  • SCI Q1, 中科院1区 Top, IF: 8.6
TCSVT 2025
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Adaptive Mixture-of-Experts Distillation for Cross-Satellite Generalizable Incremental Remote Sensing Scene Classification. IEEE Transactions on Circuits and Systems for Video Technology, 2025. [Paper] [Code]

Yimin Fu, Runqing Yang, Zhunga Liu, Michael K. Ng.

  • SCI Q1, 中科院1区 Top, IF: 11.1
SP 2025
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Scattering-Guided Class-Irrelevant Filtering for Adversarially Robust SAR Automatic Target Recognition. Signal Processing, 2025. [Paper] [Code]

Zhunga Liu, Jialin Lyu, Yimin Fu*.

  • SCI Q2, 中科院2区, 通讯作者
TGRS 2024
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Transferable Adversarial Attacks for Remote Sensing Object Recognition via Spatial-Frequency Co-Transformation. IEEE Transactions on Geoscience and Remote Sensing, 2024. [Paper] [Code]

Yimin Fu, Zhunga Liu, Jialin Lyu.

  • SCI Q1, 中科院1区 Top, IF: 8.6
SCIS 2024
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Logit Prototype Learning with Active Multimodal Representation for Robust Open-Set Recognition. Science China Information Sciences, 2024. [Paper] [Code]

Yimin Fu, Zhunga Liu, Zicheng Wang.

  • SCI Q1, CCF-A, 中科院1区 Top, IF: 7.6
TAES 2024
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Class-Incremental Recognition of Objects in Remote Sensing Images with Dynamic Hybrid Exemplar Selection. IEEE Transactions on Aerospace and Electronic Systems, 2024. [Paper]

Yimin Fu, Zhunga Liu, Changyuan Wu, Feiyan Wu, Meiqin Liu.

  • SCI Q1, 中科院2区 Top, IF: 5.7
TGRS 2023
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Progressive Learning Vision Transformer for Open Set Recognition of Fine-Grained Objects in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 2023. [Paper]

Yimin Fu, Zhunga Liu, Zuowei Zhang.

  • SCI Q1, 中科院1区 Top, IF: 8.6

🎖 Honors and Awards

  • 2024: National Scholarship for PhD Students, NPU, Xi’an, China.
  • 2023: Innovation Foundation for Doctor Dissertation, NPU, Xi’an, China.
  • 2023: Cultivation Foundation for Excellent Doctoral Dissertation, NPU, Xi’an, China.
  • 2023: Outstanding Graduate Student, NPU, Xi’an, China.
  • 2023: The First Prize Scholarship, NPU, Xi’an, China.
  • 2022: The First Place in China University Basketball Association of Shaanxi Province, Xi’an, China.
  • 2021 & 2022: The Second Prize Scholarship for Two Times, NPU, Xi’an, China.

📖 Educations

  • 2021.03 - 2024.12, PhD, Northwestern Polytechnical University, School of Automation.
  • 2018.09 - 2020.12, Master, National Institute of Applied Science, Department of Electrical and Computer Engineering.
  • 2015.09 - 2019.06, Undergraduate, Northwestern Polytechnical University, School of Automation.

💻 Internships

  • 2020.02 - 2020.7, Tsinghua University, School of Vehicle and Mobility.
  • 2019.06 - 2019.9, China University of Petroleum (East China), College of Control Science and Engineering.