Publications

308 results for Pin-Yu Chen

Certified Interpretability Robustness for Class Activation Mapping
- - Alex Gu
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020
Stealthy Poisoning Attack on Certified Robustness
- - Akshay Mehra
  - Bhavya Kailkhura
  - et al.
- 2020
- NeurIPS 2020
Reprogramming Language Models for Molecular Representation Learning
- - Ria Vinod
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM
Proper network interpretability helps adversarial robustness in classification
- - Akhilan Boopathy
  - Sijia Liu
  - et al.
- 2020
- ICML 2020
Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources
- - Yun Yun Tsai
  - Pin-Yu Chen
  - et al.
- 2020
- ICML 2020
Fast learning of graph neural networks with guaranteed generalizability: One-hidden-layer case
- - Shuai Zhang
  - Meng Wang
  - et al.
- 2020
- ICML 2020
Do You Sign Your Model?
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2020
- ICML 2020
Towards verifying robustness of neural networks against a family of semantic perturbations
- - Jeet Mohapatra
  - Tsui Wei Weng
  - et al.
- 2020
- CVPR 2020
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2020
- JMLR