πŸ‘‹ About Me

I am Zhongwei Chen (ι™ˆδΈ­δΌŸ), an M.S. student in Aerospace Science and Technology at Xi’an Jiaotong University.

My research interests include computer vision, multimodal learning, visual localization, and efficient visual computing.

I conduct my research under the supervision of Prof. Zhaoxu Yang and Prof. Haijun Rong at Xi’an Jiaotong University, and Prof. Guoqi Li at the Institute of Automation, Chinese Academy of Sciences. Before joining XJTU, I received my B.S. degree from the Civil Aviation University of China, under the guidance of Prof. Hongying Zhang.

πŸ”₯ News

Ranked 2nd / 165 (Top 2%) and received the National Scholarship for Graduate Students πŸ‡¨πŸ‡³ at Xi’an Jiaotong University.

Named an Outstanding Graduate Student at XJTU, one of only 15 master’s students selected university-wide.

We released GeoMFD, a continual drone-view geo-localization framework with geometry-aware adaptation and margin-field distillation, on arXiv. Paper

One paper was accepted by TCSVT. Paper Β· Code

One paper was accepted by TNNLS. Paper Β· Code

One paper was accepted by TMM. Paper Β· Code

Ranked 3rd / 223 (Top 2%) and received the National Scholarship for Graduate Students πŸ‡¨πŸ‡³ at Xi’an Jiaotong University.

One paper was accepted by TGRS. Paper Β· Code

πŸ“ Publications

Full list on Google Scholar
GeoMFD network architecture
arXiv 2026Under Review

GeoMFD: Continual Drone-View Geo-Localization with Geometry-Aware Adapter and Margin-Field Distillation

Zhongwei Chen, Hai-Jun Rong, Tao Zhang, Xianfeng Nie, Xiangbao Zhang, Guoqi Li, Zhao-Xu Yang

SpikeViMFormer network architecture
TCSVT 2026Journal ArticleCCF-B Β· IF 10.8

Efficient Spike-driven Transformer for High-performance Drone-View Geo-Localization

Zhongwei Chen, Hai-Jun Rong, Longrun Xu, Jie Lu, Zhuo Zou, Zhao-Xu Yang, Guoqi Li

DMNIL network architecture
TNNLS 2026Journal ArticleCCF-B Β· IF 9.7

Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-view Geo-Localization

Zhongwei Chen, Zhao-Xu Yang, Hai-Jun Rong, Guoqi Li

CDIKTNet network architecture
TMM 2026Journal ArticleCCF-A Β· IF 9.9

From Limited Labels to Open Domains: An Efficient Learning Method for Drone-view Geo-Localization

Zhongwei Chen, Zhao-Xu Yang, Hai-Jun Rong, Jiawei Lang, Guoqi Li

MEAN network architecture
TGRS 2025Journal ArticleCCF-B Β· IF 9.4

Multilevel Embedding and Alignment Network With Consistency and Invariance Learning for Cross-View Geo-Localization

Zhongwei Chen, Zhao-Xu Yang, Hai-Jun Rong

πŸ§‘β€πŸ’» Academic Service

ReviewerIEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
ReviewerIEEE Transactions on Geoscience and Remote Sensing (TGRS)
ReviewerPattern Recognition

πŸ’Ό Experience

Huawei logo
Huawei Technologies Co., Ltd.    Jul 2026 – Sep 2026AI Agent / Software Development Intern Β· Consumer Business Group

πŸ† Honors & Awards

Academic Standing & Honors

  • Ranked 2nd / 165 (Top 2%) and πŸ‡¨πŸ‡³ National Scholarship for Graduate Students, XJTU
  • πŸ† Outstanding Graduate Student at XJTU, one of only 15 master’s students selected university-wide
  • Ranked 3rd / 223 (Top 2%) and πŸ‡¨πŸ‡³ National Scholarship for Graduate Students, XJTU
  • Second-Class Freshman Scholarship and Outstanding Graduate Student, XJTU
  • Ranked 1st / 116 in the Automation program and 1st / 986 for graduate recommendation in the College of Electronic Information and Automation at CAUC
  • πŸ‡¨πŸ‡³ National Scholarship, First-Class Academic Scholarship, Outstanding Graduate Representative, Outstanding Student, and Outstanding Thesis, CAUC
  • πŸ‡¨πŸ‡³ National Scholarship, First-Class Academic Scholarship, Innovation & Entrepreneurship Scholarship, and Outstanding Student
  • Wu Jianxiong Scholarship, First-Class Academic Scholarship, and Outstanding Student

Competition Awards

  • πŸ₯ˆ National Second Prize, Huawei Cup Post-Graduate Mathematical Contest in Modeling
  • πŸ₯‰ National Third Prize, Energy Conservation & Emission Reduction Competition
  • πŸ… First Prize, Challenge Cup Extracurricular Academic Works Competition, Tianjin Division
  • πŸ₯‰ National Third Prize, University Student Transportation Science and Technology Competition
  • πŸ₯ˆ National Second Prize, Higher Education Press Cup Mathematical Contest in Modeling
  • πŸ₯‰ National Third Prize, International Advanced Robotics and Simulation Competition
  • πŸ… National First Prize, University Student Transportation Science and Technology Competition

🌿 Personal Interests

πŸƒ Long-distance Running πŸ“· Photography 🏊 Swimming πŸ§— Hiking