Peisong Wen

According to our database, Peisong Wen authored at least 19 papers between 2020 and 2025.

Collaborative distances:

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

2025

Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-label Classification.

Zitai Wang, Qianqian Xu, Zhiyong Yang, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang

Int. J. Comput. Vis., January, 2025

2024

Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm.

Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., 2024

AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation.

Boyu Han, Qianqian Xu, Zhiyong Yang, Shilong Bao, Peisong Wen, Yangbangyan Jiang, Qingming Huang

CoRR, 2024

Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval.

Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

AUC-Oriented Domain Adaptation: From Theory to Algorithm.

Zhiyong Yang, Qianqian Xu, Shilong Bao, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Positive-Unlabeled Learning With Label Distribution Alignment.

Yangbangyan Jiang, Qianqian Xu, Yunrui Zhao, Zhiyong Yang, Peisong Wen, Xiaochun Cao, Qingming Huang

IEEE Trans. Pattern Anal. Mach. Intell., December, 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

Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation.

Yun Liu, Yu-Huan Wu, Peisong Wen, Yujun Shi, Yu Qiu, Ming-Ming Cheng

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability.

Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

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

A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing.

Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective.

Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking.

Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association.

Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

DMVOS: Discriminative Matching for Real-time Video Object Segmentation.

Peisong Wen, Ruolin Yang, Qianqian Xu, Chen Qian, Qingming Huang, Runmin Cong, Jianlou Si

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020