Xuming He is affiliated with Washington University in St. Louis in the United States. Their research primarily spans the fields of Computer Science and Engineering, with significant contributions in subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Electrical and Electronic Engineering, Statistics and Probability, and Control and Systems Engineering.
The scientist has focused on several main topics within their research, including Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Human Pose and Action Recognition, Neural Networks and Reservoir Computing, and Optical Network Technologies.
Recent papers authored or co-authored by Xuming He cover diverse areas across computer vision, AI, and computational methods. These include:
Xuming He frequently collaborates with several co-authors, including Songyang Zhang, Chuyu Zhang, Jingyi Yu, Rongjie Li, and Cheng Wang. These collaborations have contributed to multiple publications spanning various topics within AI and engineering.
The scientist's work appears regularly in well-regarded publication venues. The most frequent outlets include arXiv (Cornell University), Proceedings of the AAAI Conference on Artificial Intelligence, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), APL Machine Learning, and the 2022 IEEE Power & Energy Society General Meeting (PESGM).
Collectively, Xuming He's research integrates methods in artificial intelligence, deep learning, and multimodal applications with a particular emphasis on advancing techniques in computer vision and neural network architectures.
Xuming He;R.S. Zemel;M.A. Carreira-Perpinan
Shipeng Yan;Jiangwei Xie;Xuming He
Xuming He;Richard S. Zemel;Debajyoti Ray
Miaomiao Liu;Mathieu Salzmann;Xuming He
Yongfei Liu;Xiangyi Zhang;Songyang Zhang;Xuming He
Shuailin Li;Chuyu Zhang;Xuming He
Songyang Zhang;Zeming Li;Shipeng Yan;Xuming He
Xuming He;Richard S. Zemel;Debajyoti Ray
Salman H. Khan;Xuming He;Fatih Porikli;Mohammed Bennamoun
Bo Wan;Desen Zhou;Yongfei Liu;Rongjie Li
Rongjie Li;Songyang Zhang;Bo Wan;Xuming He
Alexander Mathews;Lexing Xie;Xuming He
Zeeshan Hayder;Xuming He;Mathieu Salzmann
Wei Zhuo;Mathieu Salzmann;Xuming He;Miaomiao Liu
Alexander Mathews;Lexing Xie;Xuming He
Unknown
Buyu Liu;Xuming He
Shuaiyi Huang;Qiuyue Wang;Songyang Zhang;Shipeng Yan
Unknown
Tailin Chen;Desen Zhou;Jian Wang;Shidong Wang
Heng Yang;Xuming He;Xuhui Jia;Ioannis Patras
Miaomiao Liu;Xuming He;Mathieu Salzmann
Shuailin Li;Chuyu Zhang;Xuming He
Yongfei Liu;Bo Wan;Xiaodan Zhu;Xuming He
Songyang Zhang;Shipeng Yan;Xuming He
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Institute for Computer Science, Artificial Intelligence and Technology (INSAIT)
Publications: 15
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