Huiyang Shao

According to our database, Huiyang Shao authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Cost-Aware AUC Optimization via Adaptive Kernel Density Estimation.

Peisong Wen, Qianqian Xu, Zhiyong Yang, Huiyang Shao, Linchao Zhang, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

Closing the Approximation Gap of Partial AUC Optimization: A Tale of Two Formulations.

Yangbangyan Jiang, Qianqian Xu, Huiyang Shao, Zhiyong Yang, Shilong Bao, Xiaochun Cao, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., March, 2026

2025

RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories.

Huiyang Shao, Xin Xia, Yuhong Yang, Yuxi Ren, Xing Wang, Xuefeng Xiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges.

Peifeng Gao, Qianqian Xu, Yibo Yang, Peisong Wen, Huiyang Shao, Zhiyong Yang, Bernard Ghanem, Qingming Huang

CoRR, 2023

A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry, Generalization.

Peifeng Gao, Qianqian Xu, Peisong Wen, Huiyang Shao, Zhiyong Yang, Qingming Huang

CoRR, 2023

Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning.

Huiyang Shao, Qianqian Xu, Zhiyong Yang, Peisong Wen, Peifeng Gao, Qingming Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation.

Peifeng Gao, Qianqian Xu, Peisong Wen, Zhiyong Yang, Huiyang Shao, Qingming Huang

Proceedings of the International Conference on Machine Learning, 2023

Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild.

Huiyang Shao, Qianqian Xu, Peisong Wen, Peifeng Gao, Zhiyong Yang, Qingming Huang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ.

Peifeng Gao, Qianqian Xu, Peisong Wen, Huiyang Shao, Yuan He, Qingming Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm.

Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022