I am a Ph.D. student at School of Computer Science and Technology, Zhejiang University (浙江大学计算机科学与技术学院), supervised by Prof. Dongxiang Zhang (张东祥). Before joining Zhejiang University, I was an undergraduate student at School of Computer Science and Technology, Xidian University (西安电子科技大学计算机科学与技术学院) from 2022 to 2026.

My research focuses on multimodal learning, especially concept drift and anomaly detection. I am also interested in robust and trustworthy machine learning under real-world distribution shifts. Feel free to reach out by email.

📖 Educations

2022.09 - 2026.07, Undergraduate student in Computer Science and Technology, Xidian University

🔥 News

2026.04: 🎉 Our paper DFYP v2.0: A Dynamic Fusion Framework with Spectral Channel Attention and Adaptive Operator learning for Crop Yield Prediction has been accepted to IEEE TGRS 2026!
2025.12: 🏆 Received the National Scholarship (国家奖学金), Ministry of Education of China.
2025.11: 🏆 Awarded the BYD Scholarship (比亚迪奖学金), Xidian University.
2025.08: 🎉 Our paper LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning has been accepted to CollaborateCom 2025! I will present it orally in Shanghai, China this November.
2025.06: 🎉 Our paper DFYP v1.0: Dynamic CNN and ViT Fusion with Adaptive Sobel-Convolution for Enhanced Crop Yield Prediction has been accepted to ICML 2025 Workshop! The first star on my academic journey!
2024.12: 🏆 Received the National Scholarship (国家奖学金), Ministry of Education of China.

📝 Publications ( Show Representative / Show All )

ICMLW 2025 & TGRS 2026

DFYP: A Dynamic Fusion Framework with Spectral Channel Attention and Adaptive Operator learning for Crop Yield Prediction

Juli Zhang, Zeyu Yan, Jing Zhang, Qiguang Miao*, Quan Wang

v1.0 ICML NewInML 2025 (CCF-A Workshop)

v2.0 IEEE TGRS 2026 (SCI Q1, JCR Q1)

Paper | Arxiv | Workshop | Code

CollaborateCom 2025

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning

Zeyu Yan†, Yanfei Yao†, Xuanbing Wen, Shixiong Zhang, Juli Zhang*, Kai Fan

CollaborateCom 2025 (CCF-C)

Paper | Arxiv

🎖 Honors and Awards

2025.12 National Scholarship (Top 1%), Ministry of Education of The People’s Republic of China.
2025.11 BYD Scholarship (比亚迪奖学金), Xidian University.
2025.10 Outstanding Student, Xidian University.
2025.10 First-Class Scholarship, Xidian University.
2025.07 Provincial Third Prize, National College Student Statistical Modeling Competition
2025.06 Outstanding Project Completion Award, ISN Key Laboratory Excellent Undergraduate Training Program
2025.05 Honorable Mention, Mathematical Contest in Modeling (MCM)
2025.03 Second Prize (Northwest Region), National Collegiate Software System Security Competition
2024.12 National Scholarship (Top 1%), Ministry of Education of The People’s Republic of China.
2024.08 Provincial Silver Award, China International College Students’ Innovation Competition
2024.07 National-level Project, National College Student Innovation and Entrepreneurship Training Program
2024.07 Provincial Third Prize, National College Student Statistical Modeling Competition
2024.05 Honorable Mention, Mathematical Contest in Modeling (MCM)
2024.05 Outstanding Communist Youth League Member
2023.12 Provincial First Prize, Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM)

💬 Presentation

2025.11, [Oral Presentation] LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning, CollaborateCom 2025 @Shanghai, China

💻 Service