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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev

Oct 11, 2020
Xiao Wang, Qi Lei, Ioannis Panageas

  Access Paper or Ask Questions

Dynamic Fusion based Federated Learning for COVID-19 Detection

Sep 26, 2020
Weishan Zhang, Tao Zhou, Qinghua Lu, Xiao Wang, Chunsheng Zhu, Haoyun Sun, Zhipeng Wang, Sin Kit Lo, Fei-Yue Wang

  Access Paper or Ask Questions

Heterogeneous Graph Neural Network for Recommendation

Sep 02, 2020
Jinghan Shi, Houye Ji, Chuan Shi, Xiao Wang, Zhiqiang Zhang, Jun Zhou

* 2020ICML Workshop 

  Access Paper or Ask Questions

Decision-making at Unsignalized Intersection for Autonomous Vehicles: Left-turn Maneuver with Deep Reinforcement Learning

Aug 14, 2020
Teng Liu, Xingyu Mu, Bing Huang, Xiaolin Tang, Fuqing Zhao, Xiao Wang, Dongpu Cao

* 10 pages, 10 figures 

  Access Paper or Ask Questions

Towards Class Imbalance in Federated Learning

Aug 14, 2020
Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

* 17 pages, 5 figures 

  Access Paper or Ask Questions

Falsification-Based Robust Adversarial Reinforcement Learning

Jul 17, 2020
Xiao Wang, Saasha Nair, Matthias Althoff

* 11 pages, 3 figures 

  Access Paper or Ask Questions

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

Jul 11, 2020
Xiao Wang, Meiqi Zhu, Deyu Bo, Peng Cui, Chuan Shi, Jian Pei

* 11 pages, KDD2020 

  Access Paper or Ask Questions

SaADB: A Self-attention Guided ADB Network for Person Re-identification

Jul 10, 2020
Bo Jiang, Sheng Wang, Xiao Wang, Aihua Zheng

* Under Review 

  Access Paper or Ask Questions

Decorrelated Clustering with Data Selection Bias

Jul 02, 2020
Xiao Wang, Shaohua Fan, Kun Kuang, Chuan Shi, Jiawei Liu, Bai Wang

* Accepted by main track of IJCAI2020;SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved 

  Access Paper or Ask Questions

Convergence to Second-Order Stationarity for Non-negative Matrix Factorization: Provably and Concurrently

Mar 19, 2020
Ioannis Panageas, Stratis Skoulakis, Antonios Varvitsiotis, Xiao Wang

  Access Paper or Ask Questions

FMT:Fusing Multi-task Convolutional Neural Network for Person Search

Mar 01, 2020
Sulan Zhai, Shunqiang Liu, Xiao Wang, Jin Tang

* Published on Multimedia Tools and Applications 

  Access Paper or Ask Questions

Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes

Feb 21, 2020
Qi Lei, Sai Ganesh Nagarajan, Ioannis Panageas, Xiao Wang

  Access Paper or Ask Questions

AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks

Feb 19, 2020
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin

* Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

  Access Paper or Ask Questions

Block Switching: A Stochastic Approach for Deep Learning Security

Feb 18, 2020
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin

* Accepted by AdvML19: Workshop on Adversarial Learning Methods for Machine Learning and Data Mining at KDD, Anchorage, Alaska, USA, August 5th, 2019, 5 pages 

  Access Paper or Ask Questions

Stochastic Approximate Gradient Descent via the Langevin Algorithm

Feb 13, 2020
Yixuan Qiu, Xiao Wang

  Access Paper or Ask Questions

Structural Deep Clustering Network

Feb 12, 2020
Deyu Bo, Xiao Wang, Chuan Shi, Meiqi Zhu, Emiao Lu, Peng Cui

* Published at The Web Conference (WWW) 2020, full paper 

  Access Paper or Ask Questions

\emph{cm}SalGAN: RGB-D Salient Object Detection with Cross-View Generative Adversarial Networks

Dec 21, 2019
Bo Jiang, Zitai Zhou, Xiao Wang, Jin Tang

* Submitted to IEEE Transactions on Multimedia 

  Access Paper or Ask Questions

Measuring Compositional Generalization: A Comprehensive Method on Realistic Data

Dec 20, 2019
Daniel Keysers, Nathanael Schärli, Nathan Scales, Hylke Buisman, Daniel Furrer, Sergii Kashubin, Nikola Momchev, Danila Sinopalnikov, Lukasz Stafiniak, Tibor Tihon, Dmitry Tsarkov, Xiao Wang, Marc van Zee, Olivier Bousquet

* Accepted for publication at ICLR 2020 

  Access Paper or Ask Questions

Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem

Dec 09, 2019
Vaggos Chatziafratis, Sai Ganesh Nagarajan, Ioannis Panageas, Xiao Wang

  Access Paper or Ask Questions

Hyperbolic Graph Attention Network

Dec 06, 2019
Yiding Zhang, Xiao Wang, Xunqiang Jiang, Chuan Shi, Yanfang Ye

* 8 pages, 4 figures 

  Access Paper or Ask Questions

Independence Promoted Graph Disentangled Networks

Nov 26, 2019
Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao

  Access Paper or Ask Questions

Multi-Component Graph Convolutional Collaborative Filtering

Nov 25, 2019
Xiao Wang, Ruijia Wang, Chuan Shi, Guojie Song, Qingyong Li

  Access Paper or Ask Questions