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S$^2$-MLP: Spatial-Shift MLP Architecture for Vision


Jun 14, 2021
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li


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High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation


Apr 01, 2021
Jingfeng Lu, Shuo Wang, Ping Li, Dong Ye


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Quantization Algorithms for Random Fourier Features


Feb 25, 2021
Xiaoyun Li, Ping Li


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Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler


Dec 29, 2020
Jianwen Xie, Zilong Zheng, Ping Li


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Identification of Matrix Joint Block Diagonalization


Nov 02, 2020
Yunfeng Cai, Ping Li


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Tensor Completion via Tensor Networks with a Tucker Wrapper


Oct 29, 2020
Yunfeng Cai, Ping Li


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A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks


Oct 13, 2020
Ruoxin Chen, Jie Li, Chentao Wu, Bin Sheng, Ping Li


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Exploring global diverse attention via pairwise temporal relation for video summarization


Sep 23, 2020
Ping Li, Qinghao Ye, Luming Zhang, Li Yuan, Xianghua Xu, Ling Shao

* Pattern Recognition, 2020 
* 12 pages, 8 figures 

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Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum


Aug 27, 2020
Jerry Chee, Ping Li


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FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching


Aug 11, 2020
Farzin Haddadpour, Belhal Karimi, Ping Li, Xiaoyun Li


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MeDaS: An open-source platform as service to help break the walls between medicine and informatics


Jul 14, 2020
Liang Zhang, Johann Li, Ping Li, Xiaoyuan Lu, Peiyi Shen, Guangming Zhu, Syed Afaq Shah, Mohammed Bennarmoun, Kun Qian, Björn W. Schuller

* layout error fixed 

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Distributed Primal-Dual Optimization for Online Multi-Task Learning


Apr 02, 2020
Peng Yang, Ping Li


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IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation


Apr 02, 2020
Xiaoyun Li, Chengxi Wu, Ping Li


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Randomized Kernel Multi-view Discriminant Analysis


Apr 02, 2020
Xiaoyun Li, Jie Gui, Ping Li


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Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations


Mar 24, 2020
Yunfeng Cai, Ping Li


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An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem


Mar 24, 2020
Yunfeng Cai, Ping Li


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Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems


Mar 12, 2020
Weijie Zhao, Deping Xie, Ronglai Jia, Yulei Qian, Ruiquan Ding, Mingming Sun, Ping Li


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Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation


Mar 12, 2020
Haiyan Yin, Dingcheng Li, Xu Li, Ping Li


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Selective Convolutional Network: An Efficient Object Detector with Ignoring Background


Feb 04, 2020
Hefei Ling, Yangyang Qin, Li Zhang, Yuxuan Shi, Ping Li

* Accepted at ICASSP 2020 

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Structure-Feature based Graph Self-adaptive Pooling


Jan 30, 2020
Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun

* 7 pages, 4 figures, The Web Conference 2020 

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Outlier Detection and Data Clustering via Innovation Search


Dec 30, 2019
Mostafa Rahmani, Ping Li


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A Fourier Analytical Approach to Estimation of Smooth Functions in Gaussian Shift Model


Nov 05, 2019
Fan Zhou, Ping Li


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Graph Analysis and Graph Pooling in the Spatial Domain


Oct 03, 2019
Mostafa Rahmani, Ping Li


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Permutation Recovery from Multiple Measurement Vectors in Unlabeled Sensing


Sep 05, 2019
Hang Zhang, Martin Slawski, Ping Li


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Multi-Spectral Visual Odometry without Explicit Stereo Matching


Aug 23, 2019
Weichen Dai, Yu Zhang, Donglei Sun, Naira Hovakimyan, Ping Li


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On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond


Aug 06, 2019
Xiao-Tong Yuan, Ping Li


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A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data


Jul 16, 2019
Martin Slawski, Emanuel Ben-David, Ping Li


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Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction


Apr 29, 2019
Mingming Sun, Xu Li, Xin Wang, Miao Fan, Yue Feng, Ping Li


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