Publications
† Equal contribution. * Corresponding author. The leading papers are highlighted .
All
Concept Drift
Security & Privacy
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
Paper
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Arxiv
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Workshop
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Code
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Dataset
ICML NewInML 2025 & IEEE TGRS 2026
A dynamic CNN-ViT fusion framework with spectral channel attention and adaptive operator learning for crop yield prediction.
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
Paper / Arxiv
CollaborateCom 2025 (Oral)
A label privacy framework for vertical federated learning based on label-anonymized distillation and similar gradient substitution.