Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ping Li

GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks


Jan 07, 2022
Ping Li, Weijie Zhao


  Access Paper or Ask Questions

Communication-Efficient TeraByte-Scale Model Training Framework for Online Advertising


Jan 05, 2022
Weijie Zhao, Xuewu Jiao, Mingqing Hu, Xiaoyun Li, Xiangyu Zhang, Ping Li


  Access Paper or Ask Questions

Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images


Jan 01, 2022
Xiaoqiang Wang, Lei Zhu, Siliang Tang, Huazhu Fu, Ping Li, Fei Wu, Yi Yang, Yueting Zhuang

* Accepted by IEEE TIP 

  Access Paper or Ask Questions

Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction


Dec 27, 2021
Jing Zhang, Jianwen Xie, Nick Barnes, Ping Li

* NeurIPS 2021 

  Access Paper or Ask Questions

Input-Specific Robustness Certification for Randomized Smoothing


Dec 21, 2021
Ruoxin Chen, Jie Li, Junchi Yan, Ping Li, Bin Sheng

* Accepted by AAAI22 

  Access Paper or Ask Questions

C-OPH: Improving the Accuracy of One Permutation Hashing (OPH) with Circulant Permutations


Nov 18, 2021
Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

MVT: Multi-view Vision Transformer for 3D Object Recognition


Oct 25, 2021
Shuo Chen, Tan Yu, Ping Li

* BMVC 2021 

  Access Paper or Ask Questions

Fed-LAMB: Layerwise and Dimensionwise Locally Adaptive Optimization Algorithm


Oct 01, 2021
Belhal Karimi, Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

Discriminative Similarity for Data Clustering


Sep 17, 2021
Yingzhen Yang, Ping Li

* arXiv admin note: substantial text overlap with arXiv:1709.01231 

  Access Paper or Ask Questions

Toward Communication Efficient Adaptive Gradient Method


Sep 10, 2021
Xiangyi Chen, Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

C-MinHash: Practically Reducing Two Permutations to Just One


Sep 10, 2021
Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

Extreme Bandits using Robust Statistics


Sep 09, 2021
Sujay Bhatt, Ping Li, Gennady Samorodnitsky


  Access Paper or Ask Questions

C-MinHash: Rigorously Reducing $K$ Permutations to Two


Sep 07, 2021
Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

On the Convergence of Decentralized Adaptive Gradient Methods


Sep 07, 2021
Xiangyi Chen, Belhal Karimi, Weijie Zhao, Ping Li


  Access Paper or Ask Questions

Non-Local Feature Aggregation on Graphs via Latent Fixed Data Structures


Aug 16, 2021
Mostafa Rahmani, Rasoul Shafipour, Ping Li

* published in 2021 IEEE Asilomar Conference on Signals, Systems, and Computers 

  Access Paper or Ask Questions

Provable Data Clustering via Innovation Search


Aug 16, 2021
Weiwei Li, Mostafa Rahmani, Ping Li


  Access Paper or Ask Questions

S$^2$-MLPv2: Improved Spatial-Shift MLP Architecture for Vision


Aug 02, 2021
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li


  Access Paper or Ask Questions

Rethinking Token-Mixing MLP for MLP-based Vision Backbone


Jun 28, 2021
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li


  Access Paper or Ask Questions

A Systematic Collection of Medical Image Datasets for Deep Learning


Jun 24, 2021
Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, BasheerBennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun

* This paper has been submitted to one journal 

  Access Paper or Ask Questions

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


Jun 23, 2021
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li


  Access Paper or Ask Questions

Closed-Form, Provable, and Robust PCA via Leverage Statistics and Innovation Search


Jun 23, 2021
Mostafa Rahmani, Ping Li

* Published in IEEE Transactions on Signal Processing. arXiv admin note: text overlap with arXiv:1912.12988 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Quantization Algorithms for Random Fourier Features


Feb 25, 2021
Xiaoyun Li, Ping Li


  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

Identification of Matrix Joint Block Diagonalization


Nov 02, 2020
Yunfeng Cai, Ping Li


  Access Paper or Ask Questions

Tensor Completion via Tensor Networks with a Tucker Wrapper


Oct 29, 2020
Yunfeng Cai, Ping Li


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions