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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Several Tunable GMM Kernels

May 08, 2018
Ping Li


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Sign-Full Random Projections

Apr 26, 2018
Ping Li


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Image matting with normalized weight and semi-supervised learning

Oct 27, 2017
Ping Li, Tingyan Duan, Yongfeng Cao


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Efficient Online Minimization for Low-Rank Subspace Clustering

Oct 23, 2017
Jie Shen, Ping Li, Huan Xu

* Short version accepted to ICML 2016 

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Object Proposal with Kernelized Partial Ranking

May 18, 2017
Jing Wang, Jie Shen, Ping Li

* Pattern Recognition, 2017 

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Tunable GMM Kernels

Mar 09, 2017
Ping Li


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L2GSCI: Local to Global Seam Cutting and Integrating for Accurate Face Contour Extraction

Mar 05, 2017
Yongwei Nie, Xu Cao, Chengjiang Long, Ping Li, Guiqing Li


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Linearized GMM Kernels and Normalized Random Fourier Features

Feb 21, 2017
Ping Li


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Generalized Intersection Kernel

Dec 29, 2016
Ping Li


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