I am a third-year Ph.D. student in Computer Science at University of Illinois Urbana-Champaign. My research interests lie in Machine Learning, including
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
Yinglun Xu, Qi Zeng, Gagandeep Singh
Transactions on Machine Learning Research (TMLR)
[PDF] [Code]
On the robustness of epsilon greedy in multi-agent contextual bandit mechanism
Yinglun Xu, Bhuvesh Kumar, Jacob Abernethy
arXiv:2307.07675
[PDF]
Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning
Yinglun Xu, Gagandeep Singh
arXiv:2305.10681
[PDF]
Single-molecule optofluidic microsensor with interface whispering gallery modes
Xiao-Chong Yu, Shui-Jing Tang, Wenjing Liu, Yinglun Xu, Qihuang Gong, You-Ling Chen, Yun-Feng Xiao
PNAS 2022 (Proceedings of the National Academy of Sciences)
[PDF]
Thin-film optical parametric oscillators
Alireza Marandi, Luis Ledezma, Yinglun Xu, Ryan Briggs
US Patent 2022
[PDF]
Observation-Free Attacks on Stochastic Bandits
Yinglun Xu, Bhuvesh Kumar, Jacob Abernethy
NeurIPS 2021
[PDF]
Adversarial Attack and Robust Learning in Multi-Arm Bandit Problems
Yinglun Xu
M.S. Thesis
[PDF]
Updated: 09/29/2022