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
An online learning approach to dynamic pricing and capacity sizing in service systems

Sep 07, 2020
Xinyun Chen, Yunan Liu, Guiyu Hong

  Access Paper or Ask Questions

Compositional Generalization via Neural-Symbolic Stack Machines

Aug 15, 2020
Xinyun Chen, Chen Liang, Adams Wei Yu, Dawn Song, Denny Zhou

  Access Paper or Ask Questions

Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis

Jul 16, 2020
Kavi Gupta, Peter Ebert Christensen, Xinyun Chen, Dawn Song

  Access Paper or Ask Questions

Adversarial Attacks for Embodied Agents

May 19, 2020
Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao

* 17 pages, 9 figures 

  Access Paper or Ask Questions

REFIT: a Unified Watermark Removal Framework for Deep Learning Systems with Limited Data

Nov 17, 2019
Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song

* Early version in ICML 2019 Workshop on Security and Privacy of Machine Learning. The first two authors contribute equally 

  Access Paper or Ask Questions

Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies

Oct 10, 2019
Xinyun Chen, Lu Wang, Yizhe Hang, Heng Ge, Hongyuan Zha

* 16 pages 

  Access Paper or Ask Questions

A Neural-based Program Decompiler

Jun 28, 2019
Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao

  Access Paper or Ask Questions

Tree-to-tree Neural Networks for Program Translation

Oct 26, 2018
Xinyun Chen, Chang Liu, Dawn Song

* Published in NIPS 2018 

  Access Paper or Ask Questions

Learning to Progressively Plan

Oct 02, 2018
Xinyun Chen, Yuandong Tian

  Access Paper or Ask Questions

Fooling Vision and Language Models Despite Localization and Attention Mechanism

Apr 06, 2018
Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song

* CVPR 2018 

  Access Paper or Ask Questions

Towards Synthesizing Complex Programs from Input-Output Examples

Mar 08, 2018
Xinyun Chen, Chang Liu, Dawn Song

* Published as a conference paper at ICLR 2018 

  Access Paper or Ask Questions

Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Dec 15, 2017
Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, Dawn Song

  Access Paper or Ask Questions

Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong

Jun 15, 2017
Warren He, James Wei, Xinyun Chen, Nicholas Carlini, Dawn Song

  Access Paper or Ask Questions

Delving into Transferable Adversarial Examples and Black-box Attacks

Feb 07, 2017
Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song

  Access Paper or Ask Questions

A General Retraining Framework for Scalable Adversarial Classification

Nov 26, 2016
Bo Li, Yevgeniy Vorobeychik, Xinyun Chen

  Access Paper or Ask Questions

Latent Attention For If-Then Program Synthesis

Nov 07, 2016
Xinyun Chen, Chang Liu, Richard Shin, Dawn Song, Mingcheng Chen

* Accepted by NIPS 2016 

  Access Paper or Ask Questions