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I am a Ph.D. student at the School of Computer Science and Technology, Zhejiang University, supervised by Prof. Dongxiang Zhang. Previously, I received my B.Eng. in Computer Science and Technology from Xidian University (2022-2026), where I worked with Dr. Juli Zhang.

I study multimodal learning, particularly concept drift, anomaly detection, and AI for Science. I am especially interested in building robust and trustworthy models that remain reliable as data distributions change in real-world applications. I welcome discussions and collaborations on these topics. Feel free to reach out by email.

Jun. 2026Named a Graduate Star at Xidian University.

Apr. 2026Our paper DFYP v2.0 was accepted to IEEE TGRS 2026.

Dec. 2025Received the National Scholarship from the Ministry of Education of China.

Nov. 2025Awarded the BYD Scholarship at Xidian University.

Aug. 2025Our paper LADSG was accepted to CollaborateCom 2025 for an oral presentation in Shanghai.

Jun. 2025Our paper DFYP v1.0 was accepted to the ICML 2025 NewInML Workshop.

Dec. 2024Received the National Scholarship from the Ministry of Education of China.

† Equal contribution. * Corresponding author.

	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 A dynamic CNN-ViT fusion framework with spectral channel attention and adaptive operator learning for crop yield prediction. ICML NewInML 2025 & IEEE TGRS 2026 Paper / Arxiv / Workshop / Code / Dataset
	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 A label privacy framework for vertical federated learning based on label-anonymized distillation and similar gradient substitution. CollaborateCom 2025 (Oral) Paper / Arxiv

Ant Group 2026.07 - 2026.10
Academic Collaboration Intern
Research on Algorithms for Long-Term Health Risk Prediction

	Zhejiang University 2026.09 - Present Ph.D. Student, Computer Science and Technology Research Advisor: Prof. Dongxiang Zhang
	Xidian University 2022.09 - 2026.06 B.Eng. in Computer Science and Technology Research Advisor: Dr. Juli Zhang

2026.06: Graduate Star, Xidian University
2025.12: National Scholarship (Top 1%), Ministry of Education of China
2025.11: BYD Scholarship, Xidian University
2025.10: First-Class Scholarship, Xidian University
2025.10: Outstanding Student, Xidian University
2024.12: National Scholarship (Top 1%), Ministry of Education of China

Hi there 👋 Welcome to my homepage!

Hi there Welcome to my homepage!