Research
Publications
Inception: Efficiently Computable Misinformation Attacks on Markov Games RLC 2024 with Young Wu, Yudong Chen, Xiaojin Zhu, and Qiaomin Xie
Roping in Uncertainty: Robustness and Regularization in Markov Games ICML 2024 with Giovanni Artiglio and Qiaomin Xie
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value ICML 2024 with Young Wu, Yiding Chen, Yudong Chen, Xiaojin Zhu, and Qiaomin Xie
Deterministic Policies for Constrained Reinforcement Learning in Polynomial-Time To appear at Neurips 2024
Anytime-Constrained Reinforcement Learning AISTATS 2024 with Xiaojin Zhu
Optimal Attack and Defense for Reinforcement Learning AAAI 2024 with Young Wu, Xiaojin Zhu, and Qiaomin Xie
Data Poisoning to Fake a Nash Equilibria for Markov Games AAAI 2024 with Young Wu, Xiaojin Zhu, and Qiaomin Xie
VISER: A Tractable Solution Concept for Games with Information Asymmetry Preprint
Approximating Pandora's Box with Correlations APPROX/RANDOM 2023 with Shuchi Chawla, Evangelia Gergatsouli, and Christos Tzamos
Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning AAAI 2023 with Young Wu, Xiaojin Zhu, and Qiaomin Xie
A D-competitive algorithm for the Multilevel Aggregation Problem with Deadlines Preprint
Noble Deceit: Optimizing Social Welfare for Myopic Multi-Armed Bandits GAMES 2020 with Ashwin Maran and Nathaniel Sauerberg (EC Poster)
Manuscripts
Categories
My interests span the fields of classical algorithms, algorithms under uncertainty, beyond worst-case analysis, reinforcement learning, and game theory. Though, you can often catch me going down a rabbit hole for other topics. A few topics I've dabbled in include:
Algorithms under Uncertainty
Online Algorithms
Stochastic Algorithms
Algorithmic Game Theory
Classical Algorithms
Graph Algorithms
Distributed Algorithms
Approximation Algorithms