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 Ching-Yun Ko

Higher-Order Certification for Randomized Smoothing

Oct 13, 2020
Jeet Mohapatra, Ching-Yun Ko, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

* Accepted to NeurIPS2020(spotlight) 

  Access Paper or Ask Questions

Rethinking Randomized Smoothing for Adversarial Robustness

Mar 02, 2020
Jeet Mohapatra, Ching-Yun Ko, Tsui-Wei, Weng, Sijia Liu, Pin-Yu Chen, Luca Daniel

* Jeet Mohapatra and Ching-Yun Ko contributed equally 

  Access Paper or Ask Questions

HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression

Feb 28, 2020
Rui Lin, Ching-Yun Ko, Zhuolun He, Cong Chen, Yuan Cheng, Hao Yu, Graziano Chesi, Ngai Wong

* 6 pages, 5 figures 

  Access Paper or Ask Questions

Fastened CROWN: Tightened Neural Network Robustness Certificates

Dec 02, 2019
Zhaoyang Lyu, Ching-Yun Ko, Zhifeng Kong, Ngai Wong, Dahua Lin, Luca Daniel

* Zhaoyang Lyu and Ching-Yun Ko contributed equally, accepted to AAAI 2020 

  Access Paper or Ask Questions

MiSC: Mixed Strategies Crowdsourcing

May 17, 2019
Ching-Yun Ko, Rui Lin, Shu Li, Ngai Wong

* 8 pages, accepted to IJCAI 2019 

  Access Paper or Ask Questions

POPQORN: Quantifying Robustness of Recurrent Neural Networks

May 17, 2019
Ching-Yun Ko, Zhaoyang Lyu, Tsui-Wei Weng, Luca Daniel, Ngai Wong, Dahua Lin

* 10 pages, Ching-Yun Ko and Zhaoyang Lyu contributed equally, accepted to ICML 2019. Please see arXiv source codes for the appendix by clicking [Other formats] 

  Access Paper or Ask Questions

Matrix Product Operator Restricted Boltzmann Machines

Nov 12, 2018
Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong

  Access Paper or Ask Questions

Deep Compression of Sum-Product Networks on Tensor Networks

Nov 09, 2018
Ching-Yun Ko, Cong Chen, Yuke Zhang, Kim Batselier, Ngai Wong

  Access Paper or Ask Questions

Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach

Jun 12, 2018
Ching-Yun Ko, Kim Batselier, Wenjian Yu, Ngai Wong

* 11 pages. Source code and supplemental materials are available via: 

  Access Paper or Ask Questions

A Support Tensor Train Machine

Apr 17, 2018
Cong Chen, Kim Batselier, Ching-Yun Ko, Ngai Wong

* 7 pages 

  Access Paper or Ask Questions