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Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation



Qingyan Meng , Mingqing Xiao , Shen Yan , Yisen Wang , Zhouchen Lin , Zhi-Quan Luo

* Accepted by CVPR 2022 

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Deep AutoAugment



Yu Zheng , Zhi Zhang , Shen Yan , Mi Zhang

* ICLR 2022 camera-ready. Code: https://github.com/MSU-MLSys-Lab/DeepAA 

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Multiview Transformers for Video Recognition



Shen Yan , Xuehan Xiong , Anurag Arnab , Zhichao Lu , Mi Zhang , Chen Sun , Cordelia Schmid

* Tech report. arXiv v2: update results on MiT 

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NAS-Bench-x11 and the Power of Learning Curves



Shen Yan , Colin White , Yash Savani , Frank Hutter

* NeurIPS 2021 

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FairFed: Enabling Group Fairness in Federated Learning



Yahya H. Ezzeldin , Shen Yan , Chaoyang He , Emilio Ferrara , Salman Avestimehr


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CATE: Computation-aware Neural Architecture Encoding with Transformers



Shen Yan , Kaiqiang Song , Fei Liu , Mi Zhang

* Technical report 

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Deep Learning in the Era of Edge Computing: Challenges and Opportunities



Mi Zhang , Faen Zhang , Nicholas D. Lane , Yuanchao Shu , Xiao Zeng , Biyi Fang , Shen Yan , Hui Xu


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Image Retrieval for Structure-from-Motion via Graph Convolutional Network



Shen Yan , Yang Pen , Shiming Lai , Yu Liu , Maojun Zhang


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