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Accelerating Edge Intelligence via Integrated Sensing and Communication


Jul 20, 2021
Tong Zhang, Shuai Wang, Guoliang Li, Fan Liu, Guangxu Zhu, Rui Wang

* 7 Pages 

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A Field Guide to Federated Optimization


Jul 14, 2021
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Aguera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecny, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtarik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu


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Universal Adder Neural Networks


Jun 10, 2021
Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Chunjing Xu, Tong Zhang

* arXiv admin note: substantial text overlap with arXiv:1912.13200 

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Multi-Task Hierarchical Learning Based Network Traffic Analytics


Jun 05, 2021
Onur Barut, Yan Luo, Tong Zhang, Weigang Li, Peilong Li

* 6 pages, 2 figures, 1 table. arXiv admin note: substantial text overlap with arXiv:2004.13006 

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Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave Minimax Optimization


Jun 03, 2021
Luo Luo, Guangzeng Xie, Tong Zhang, Zhihua Zhang


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Adder Neural Networks


Jun 01, 2021
Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Chunjing Xu, Tong Zhang

* arXiv admin note: substantial text overlap with arXiv:1912.13200 

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Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation


May 27, 2021
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

* Accepted by CVPR 2021 

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TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search


May 25, 2021
Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

* Published at CVPR 2021. 8 pages main paper, 13 pages in total 

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KECRS: Towards Knowledge-Enriched Conversational Recommendation System


May 18, 2021
Tong Zhang, Yong Liu, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao


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ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders


May 04, 2021
Yan Song, Tong Zhang, Yonggang Wang, Kai-Fu Lee

* 13 pages, 7 figures 

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Effective Sparsification of Neural Networks with Global Sparsity Constraint


May 03, 2021
Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang


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Geometry-aware data augmentation for monocular 3D object detection


Apr 12, 2021
Qing Lian, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang


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Reinforced Attention for Few-Shot Learning and Beyond


Apr 09, 2021
Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson


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Modeling Object Dissimilarity for Deep Saliency Prediction


Apr 08, 2021
Bahar Aydemir, Deblina Bhattacharjee, Seungryong Kim, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk


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Uncertainty-aware Joint Salient Object and Camouflaged Object Detection


Apr 06, 2021
Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang, Yuchao Dai

* Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. Aixuan Li and Jing Zhang contributed equally 

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Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling


Mar 26, 2021
Zhichao Huang, Xintong Han, Jia Xu, Tong Zhang

* CVPR 2021 

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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction


Mar 10, 2021
Xuran Xu, Tong Zhang, Chunyan Xu, Zhen Cui, Jian Yang


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Siamese Labels Auxiliary Network(SiLaNet)


Mar 06, 2021
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang


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Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning


Mar 01, 2021
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang

* accepted by ISBI 2021 

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DeEPCA: Decentralized Exact PCA with Linear Convergence Rate


Feb 08, 2021
Haishan Ye, Tong Zhang


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Nondiscriminatory Treatment: a straightforward framework for multi-human parsing


Jan 26, 2021
Min Yan, Guoshan Zhang, Tong Zhang, Yueming Zhang


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PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction


Dec 30, 2020
Haishan Ye, Wei Xiong, Tong Zhang

* 29 pages, 5 figures 

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Mathematical Models of Overparameterized Neural Networks


Dec 27, 2020
Cong Fang, Hanze Dong, Tong Zhang

* Proceedings of the IEEE, 2021 

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3D Object Classification on Partial Point Clouds: A Practical Perspective


Dec 23, 2020
Zelin Xu, Ke Chen, Tong Zhang, C. L. Philip Chen, Kui Jia


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Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information


Dec 15, 2020
Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas

* arXiv admin note: text overlap with arXiv:2006.00080 

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VEGA: Towards an End-to-End Configurable AutoML Pipeline


Nov 05, 2020
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Wenzhi Liu, Tong Zhang

* AutoML pipeline. Code is open-sourced at https://github.com/huawei-noah/vega 

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