Yuxin Zhang
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Yuxin Zhang |
About Me
Welcome to Yuxin Zhang's homepage! I am currently a Ph.D. student at the INC Lab, School of Computer Science, Fudan University. I am supervised by Dr. Zhe Chen, Prof. Jin Zhao and Prof. Yue Gao.
Education
Ph.D. in School of Computer Science, Fudan University, 2022 - Now
B.S. in Department of Macromolecular Science, Fudan University, 2018 - 2022
Research Interests
Satellite AI
Split learning, federated learning, distributed machine learning
Edge AI
Recent News
Oct. 2025: I have been awarded the National Scholarship for the 2024-2025 academic year!
Sep. 2025: Our paper titled "Enabling Near-realtime Remote Sensing via Satellite–Ground Collaboration of Large Vision–Language Models" has been conditionally accepted at ACM/IEEE SenSys 2026 !
Aug. 2025: Our paper titled "LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks" has been accepted at IEEE TMC 2025 !
Jul. 2025: Our paper titled "SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework" has been accepted at Engineering 2025 !
Jul. 2025: Our paper titled "A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation" has been accepted at ACM MM 2025 !
Jun. 2025: Our paper titled "ESL-LEO: An Efficient Split Learning Framework over LEO Satellite Networks" has received the Best Paper Award at WASA 2025 (3/282) !
Dec. 2024: Our paper titled "LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data" has been accepted at IEEE ICASSP 2025 !
Jul. 2024: We release the source code of our SplitLoRA project!
Jun. 2024: Our paper titled "Gradient Free Personalized Federated Learning" has been accepted at ACM ICPP 2024 !