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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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Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization

Apr 17, 2019
Li Yuan, Francis EH Tay, Ping Li, Li Zhou, Jiashi Feng

* Accepted at AAAI 2019 

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Optimistic Adaptive Acceleration for Optimization

Mar 04, 2019
Jun-Kun Wang, Xiaoyun Li, Ping Li


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RGB-D SLAM in Dynamic Environments Using Points Correlations

Nov 08, 2018
Weichen Dai, Yu Zhang, Ping Li, Zheng Fang

* 11 pages 

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A Tight Bound of Hard Thresholding

Jun 28, 2018
Jie Shen, Ping Li

* Journal of Machine Learning Research 18(208): 1-42, 2018 
* V1 was submitted to COLT 2016. V2 fixes minor flaws, adds extra experiments and discusses time complexity, V3 has been accepted to JMLR 

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