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Yang, Yichen
6 publications
ICMLW
2023
PIAT: Parameter Interpolation Based Adversarial Training for Image Classification
Kun He
,
Xin Liu
,
Yichen Yang
,
Zhou Qin
,
Weigao Wen
,
Hui Xue'
,
John E. Hopcroft
UAI
2022
Robust Textual Embedding Against Word-Level Adversarial Attacks
Yichen Yang
,
Xiaosen Wang
,
Kun He
AAAI
2021
Adversarial Training with Fast Gradient Projection Method Against Synonym Substitution Based Text Attacks
Xiaosen Wang
,
Yichen Yang
,
Yihe Deng
,
Kun He
UAI
2021
Natural Language Adversarial Defense Through Synonym Encoding
Xiaosen Wang
,
Jin Hao
,
Yichen Yang
,
Kun He
NeurIPS
2021
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments
Yichen Yang
,
Jeevana Priya Inala
,
Osbert Bastani
,
Yewen Pu
,
Armando Solar-Lezama
,
Martin Rinard
NeurIPS
2020
Neurosymbolic Transformers for Multi-Agent Communication
Jeevana Priya Inala
,
Yichen Yang
,
James Paulos
,
Yewen Pu
,
Osbert Bastani
,
Vijay Kumar
,
Martin Rinard
,
Armando Solar-Lezama