I am a senior 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). During my undergraduate studies, I have been honored to work at AAIR under the supervision of Dr. Juli Zhang (张菊莉), and at ISN under the supervision of Prof. Kai Fan (樊凯). Meanwhile, I am also a Ph.D. candidate 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).
My research interests focus on computer vision, primarily AI applications in the visual domain. During my undergraduate studies, I explored remote sensing imagery and distributed systems. Currently, I am exploring its applications in video analysis, with a particular focus on video anomaly detection. I’m always looking for related collaboration. If you are interested to chat with me, feel free to drop me an email.
📖 Educations
- 2022.09 - 2026.07, B.Eng. in Computer Science and Technology, Xidian University
🔥 News
- 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!
📝 Publications ( Show Representative / Show All )
Zeyu Yan†, Yanfei Yao†, Xuanbing Wen, Shixiong Zhang, Juli Zhang*, Kai Fan
CollaborateCom 2025 (CCF-C)
v1.0: DFYP: Dynamic CNN and ViT Fusion with Adaptive Sobel-Convolution for Enhanced Crop Yield Prediction
Zeyu Yan, Juli Zhang, Jing Zhang, Qiguang Miao, Quan Wang
ICML NewInML 2025 (CCF-A Workshop)
Juli Zhang, Zeyu Yan, Jing Zhang, Qiguang Miao*, Quan Wang
Arxiv 2025
🎖 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) (1/9), 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
- 2023.09 - 2024.09, Captain of Debate Team, School of Network and Information Security, Xidian University
💖 Miscellaneous
Beyond academics and research, I enjoy exploring life’s simple pleasures. Here are some of my personal interests and favorite discoveries:
- 🍽️ Food: Love exploring different cuisines and discovering local food gems
- 📸 Photography: Capturing beautiful moments and landscapes during travels
- ✈️ Travel: Cities I’ve explored - Qingdao, Hangzhou, Shanghai, Zhangjiajie, Changsha, Xi’an, Guilin
- 🏓 Sports: Enjoy playing table tennis and badminton (though my skills are still developing!)