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
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition

May 09, 2020
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan


  Access Model/Code and Paper
GEVO: GPU Code Optimization using Evolutionary Computation

Apr 27, 2020
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu


  Access Model/Code and Paper
GEVO: GPU Code Optimization using EvolutionaryComputation

Apr 17, 2020
Jhe-Yu Liou, Xiaodong Wang, Stephanie Forrest, Carole-Jean Wu


  Access Model/Code and Paper
Progressive Local Filter Pruning for Image Retrieval Acceleration

Jan 24, 2020
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang

* 7 pages, 5 figures 

  Access Model/Code and Paper
Language Model-Driven Unsupervised Neural Machine Translation

Nov 10, 2019
Wei Zhang, Youyuan Lin, Ruoran Ren, Xiaodong Wang, Zhenshuang Liang, Zhen Huang

* 11 pages, 3 figures, 7 tables 

  Access Model/Code and Paper
SubCharacter Chinese-English Neural Machine Translation with Wubi encoding

Nov 07, 2019
Wei Zhang, Feifei Lin, Xiaodong Wang, Zhenshuang Liang, Zhen Huang

* 10 pages, 3 figures, 7 tables 

  Access Model/Code and Paper
Exploiting Parallelism Opportunities with Deep Learning Frameworks

Aug 13, 2019
Yu Emma Wang, Carole-Jean Wu, Xiaodong Wang, Kim Hazelwood, David Brooks


  Access Model/Code and Paper
Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks

Jul 27, 2019
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 13 pages, 13 figures 

  Access Model/Code and Paper
Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks in Smart Cities

Jul 09, 2019
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 12 pages, 13 figures 

  Access Model/Code and Paper
The Architectural Implications of Facebook's DNN-based Personalized Recommendation

Jun 18, 2019
Udit Gupta, Xiaodong Wang, Maxim Naumov, Carole-Jean Wu, Brandon Reagen, David Brooks, Bradford Cottel, Kim Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang

* 11 pages 

  Access Model/Code and Paper
Deep Learning Recommendation Model for Personalization and Recommendation Systems

May 31, 2019
Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi, Jianyu Huang, Narayanan Sundaraman, Jongsoo Park, Xiaodong Wang, Udit Gupta, Carole-Jean Wu, Alisson G. Azzolini, Dmytro Dzhulgakov, Andrey Mallevich, Ilia Cherniavskii, Yinghai Lu, Raghuraman Krishnamoorthi, Ansha Yu, Volodymyr Kondratenko, Stephanie Pereira, Xianjie Chen, Wenlin Chen, Vijay Rao, Bill Jia, Liang Xiong, Misha Smelyanskiy

* 10 pages, 6 figures 

  Access Model/Code and Paper
Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach

Dec 16, 2018
Zhao Chen, Xiaodong Wang


  Access Model/Code and Paper
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Nov 29, 2018
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy


  Access Model/Code and Paper
Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach

Sep 14, 2018
Mehmet Necip Kurt, Oyetunji Ogundijo, Chong Li, Xiaodong Wang


  Access Model/Code and Paper
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings

Sep 14, 2018
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang


  Access Model/Code and Paper
Deterministic and Probabilistic Conditions for Finite Completability of Low-Tucker-Rank Tensor

Feb 28, 2018
Morteza Ashraphijuo, Vaneet Aggarwal, Xiaodong Wang


  Access Model/Code and Paper
An Online Ride-Sharing Path Planning Strategy for Public Vehicle Systems

Dec 27, 2017
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 12 pages 

  Access Model/Code and Paper
On Deterministic Sampling Patterns for Robust Low-Rank Matrix Completion

Dec 05, 2017
Morteza Ashraphijuo, Vaneet Aggarwal, Xiaodong Wang

* Accepted to IEEE Signal Processing Letters 

  Access Model/Code and Paper
Scaled Nuclear Norm Minimization for Low-Rank Tensor Completion

Jul 25, 2017
Morteza Ashraphijuo, Xiaodong Wang


  Access Model/Code and Paper
Rank Determination for Low-Rank Data Completion

Jul 03, 2017
Morteza Ashraphijuo, Xiaodong Wang, Vaneet Aggarwal

* Journal of Machine Learning Research, 18(98), pp. 1-29, Sept 2017 

  Access Model/Code and Paper
Deterministic and Probabilistic Conditions for Finite Completability of Low-rank Multi-View Data

Apr 26, 2017
Morteza Ashraphijuo, Xiaodong Wang, Vaneet Aggarwal


  Access Model/Code and Paper
Fundamental Conditions for Low-CP-Rank Tensor Completion

Mar 31, 2017
Morteza Ashraphijuo, Xiaodong Wang

* arXiv admin note: text overlap with arXiv:1703.07698 

  Access Model/Code and Paper
Characterization of Deterministic and Probabilistic Sampling Patterns for Finite Completability of Low Tensor-Train Rank Tensor

Mar 22, 2017
Morteza Ashraphijuo, Xiaodong Wang

* arXiv admin note: text overlap with arXiv:1612.01597 

  Access Model/Code and Paper
Low-tubal-rank Tensor Completion using Alternating Minimization

Oct 05, 2016
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang


  Access Model/Code and Paper
Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization

Dec 01, 2015
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu

* IEEE Transactions on Mobile Computing, vol. 15, no. 10, pp. 2411-2423 (2016) 
* To appear in IEEE Transactions on Mobile Computing 

  Access Model/Code and Paper