Publications

308 results for Pin-Yu Chen

Understanding and improving zeroth-order optimization methods on AI-driven molecule optimization
- - Elvin Lo
  - Pin-Yu Chen
- 2023
- Digital Discovery
Pessimistic Model Selection for Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Zhengling Qi
  - et al.
- 2023
- UAI 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- - Igor Melnyk
  - Vijil Chenthamarakshan
  - et al.
- 2023
- ICML 2023
Identification of the Adversary from a Single Adversarial Example
- - Minhao Cheng
  - Rui Min
  - et al.
- 2023
- ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
- - Sihui Dai
  - Saeed Mahloujifar
  - et al.
- 2023
- ICML 2023
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
- - Yonggui Yan
  - Jie Chen
  - et al.
- 2023
- ICML 2023
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
- - Mohammed Nowaz Rabbani Chowdhury
  - Shuai Zhang
  - et al.
- 2023
- ICML 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
- - Yihao Xue
  - Siddharth Joshi
  - et al.
- 2023
- ICML 2023