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 Xiaodong Li

Generating Large-scale Dynamic Optimization Problem Instances Using the Generalized Moving Peaks Benchmark

Jul 23, 2021
Mohammad Nabi Omidvar, Danial Yazdani, Juergen Branke, Xiaodong Li, Shengxiang Yang, Xin Yao

* arXiv admin note: text overlap with arXiv:2106.06174 

  Access Paper or Ask Questions

Linear Polytree Structural Equation Models: Structural Learning and Inverse Correlation Estimation

Jul 22, 2021
Xingmei Lou, Yu Hu, Xiaodong Li

* 27 pages, 3 figures 

  Access Paper or Ask Questions

Learning Primal Heuristics for Mixed Integer Programs

Jul 02, 2021
Yunzhuang Shen, Yuan Sun, Andrew Eberhard, Xiaodong Li

* Accepted by IJCNN'21 

  Access Paper or Ask Questions

A Simultaneous Denoising and Dereverberation Framework with Target Decoupling

Jun 24, 2021
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li

* Accepted at Interspeech 2021 

  Access Paper or Ask Questions

Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement

Jun 22, 2021
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li

  Access Paper or Ask Questions

Learning to Inference with Early Exit in the Progressive Speech Enhancement

Jun 22, 2021
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li

* Accepted by EUSIPCO2021 

  Access Paper or Ask Questions

ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network

Mar 01, 2021
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li

* 5 pages, 3 figures, accepted by ICASSP 2021 

  Access Paper or Ask Questions

A Robust Maximum Likelihood Distortionless Response Beamformer based on a Complex Generalized Gaussian Distribution

Feb 19, 2021
Weixin Meng, Chengshi Zheng, Xiaodong Li

  Access Paper or Ask Questions

Confused Modulo Projection based Somewhat Homomorphic Encryption -- Cryptosystem, Library and Applications on Secure Smart Cities

Dec 19, 2020
Xin Jin, Hongyu Zhang, Xiaodong Li, Haoyang Yu, Beisheng Liu, Shujiang Xie, Amit Kumar Singh, Yujie Li

* IEEE Internet of Things Journal (IOTJ), Published Online: 7 August 2020 

  Access Paper or Ask Questions

Instance Space Analysis for the Car Sequencing Problem

Dec 18, 2020
Yuan Sun, Samuel Esler, Dhananjay Thiruvady, Andreas T. Ernst, Xiaodong Li, Kerri Morgan

  Access Paper or Ask Questions

A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction

Oct 15, 2020
Xin Jin, Xiqiao Li, Heng Huang, Xiaodong Li, Xinghui Zhou

* 13 pages, 8 pages 

  Access Paper or Ask Questions

Boosting Ant Colony Optimization via Solution Prediction and Machine Learning

Jul 29, 2020
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley

  Access Paper or Ask Questions

Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

May 12, 2020
Yuan Sun, Andreas Ernst, Xiaodong Li, Jake Weiner

  Access Paper or Ask Questions

Consistency of Spectral Clustering on Hierarchical Stochastic Block Models

Apr 30, 2020
Lihua Lei, Xiaodong Li, Xingmei Lou

* 34 pages, 6 figures 

  Access Paper or Ask Questions

Nonconvex Matrix Completion with Linearly Parameterized Factors

Mar 29, 2020
Ji Chen, Xiaodong Li, Zongming Ma

  Access Paper or Ask Questions

Aesthetic Attributes Assessment of Images

Jul 29, 2019
Xin Jin, Le Wu, Geng Zhao, Xiaodong Li, Xiaokun Zhang, Shiming Ge, Dongqing Zou, Bin Zhou, Xinghui Zhou

* to appear in ACM MM 2019, camera ready version 

  Access Paper or Ask Questions

Facial Makeup Transfer Combining Illumination Transfer

Jul 08, 2019
Xin Jin, Rui Han, Ning Ning, Xiaodong Li, Xiaokun Zhang

* in IEEE Access, vol. 7, pp. 80928-80936, 2019 
* IEEE Access, conference short version: ISAIR2019 

  Access Paper or Ask Questions

Nonconvex Rectangular Matrix Completion via Gradient Descent without $\ell_{2,\infty}$ Regularization

Jan 18, 2019
Ji Chen, Dekai Liu, Xiaodong Li

  Access Paper or Ask Questions

Convex Relaxation Methods for Community Detection

Sep 30, 2018
Xiaodong Li, Yudong Chen, Jiaming Xu

* 22 pages 

  Access Paper or Ask Questions

ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation

Apr 29, 2018
Xin Jin, Le Wu, Xiaodong Li, Xiaokun Zhang, Jingying Chi, Siwei Peng, Shiming Ge, Geng Zhao, Shuying Li

* under review, IET-Computer Vision, Previous WCSP2016 paper 

  Access Paper or Ask Questions

Subspace Perspective on Canonical Correlation Analysis: Dimension Reduction and Minimax Rates

Jan 21, 2018
Zhuang Ma, Xiaodong Li

  Access Paper or Ask Questions

Memory-efficient Kernel PCA via Partial Matrix Sampling and Nonconvex Optimization: a Model-free Analysis of Local Minima

Dec 26, 2017
Ji Chen, Xiaodong Li

  Access Paper or Ask Questions

Predicting Aesthetic Score Distribution through Cumulative Jensen-Shannon Divergence

Nov 20, 2017
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao

* AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, USA. 2-7 Feb. 2018 

  Access Paper or Ask Questions

3D Textured Model Encryption via 3D Lu Chaotic Mapping

Sep 25, 2017
Xin Jin, Shuyun Zhu, Chaoen Xiao, Hongbo Sun, Xiaodong Li, Geng Zhao, Shiming Ge

* 13 pages, 7 figures, under review of SCIS 

  Access Paper or Ask Questions

Single Reference Image based Scene Relighting via Material Guided Filtering

Aug 23, 2017
Xin Jin, Yannan Li, Ningning Liu, Xiaodong Li, Xianggang Jiang, Chaoen Xiao, Shiming Ge

* Best student paper award of ISAIR 2017 (International Symposium on Artificial Intelligence and Robotics), recommended to Optics and Laser Technology 

  Access Paper or Ask Questions

Efficient Privacy Preserving Viola-Jones Type Object Detection via Random Base Image Representation

Mar 30, 2017
Xin Jin, Peng Yuan, Xiaodong Li, Chenggen Song, Shiming Ge, Geng Zhao, Yingya Chen

* 6 pages, 3 figures, To appear in the proceedings of the IEEE International Conference on Multimedia and Expo (ICME), Jul 10, 2017 - Jul 14, 2017, Hong Kong, Hong Kong 

  Access Paper or Ask Questions

Convexified Modularity Maximization for Degree-corrected Stochastic Block Models

Jan 19, 2016
Yudong Chen, Xiaodong Li, Jiaming Xu

  Access Paper or Ask Questions

Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow

Jun 10, 2015
T. Tony Cai, Xiaodong Li, Zongming Ma

* 28 pages, 4 figures 

  Access Paper or Ask Questions