Zhang, Guangyi

6 publications

TMLR 2026 FL-Sailer: Efficient and Privacy-Preserving Federated Learning for Scalable Single-Cell Epigenetic Data Analysis via Adaptive Sampling Guangyi Zhang, Yi Dai, Yiyun He, Junhao Liu

ICLR 2026 Rethinking Unsupervised Cross-Modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint Runmin Zhang, Jialiang Wang, Si-Yuan Cao, Zhu Yu, Junchen Yu, Guangyi Zhang, Hui-liang Shen

ICCV 2025 Boosting Multi-View Indoor 3D Object Detection via Adaptive 3D Volume Construction Runmin Zhang, Zhu Yu, Si-Yuan Cao, Lingyu Zhu, Guangyi Zhang, Xiaokai Bai, Hui-Liang Shen

AAAI 2025 Learned Image Transmission with Hierarchical Variational Autoencoder Guangyi Zhang, Hanlei Li, Yunlong Cai, Qiyu Hu, Guanding Yu, Runmin Zhang

NeurIPS 2025 Localized Data Shapley: Accelerating Valuation for Nearest Neighbor Algorithms Guangyi Zhang, Yanhao Wang, Chengliang Chai, Qiyu Liu, Wei Wang

NeurIPS 2025 Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors Guangyi Zhang, Qiyu Liu, Aristides Gionis