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Xiong, Zikang
4 publications
NeurIPS
2025
Temporal Logic-Based Multi-Vehicle Backdoor Attacks Against Offline RL Agents in End-to-End Autonomous Driving
Xuan Chen
,
Shiwei Feng
,
Zikang Xiong
,
Shengwei An
,
Yunshu Mao
,
Lu Yan
,
Guanhong Tao
,
Wenbo Guo
,
Xiangyu Zhang
CoRL
2024
Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications
Joe Eappen
,
Zikang Xiong
,
Dipam Patel
,
Aniket Bera
,
Suresh Jagannathan
ECML-PKDD
2022
Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising
Zikang Xiong
,
Joe Eappen
,
He Zhu
,
Suresh Jagannathan
AAAI
2022
HiSaRL: A Hierarchical Framework for Safe Reinforcement Learning
Zikang Xiong
,
Ishika Agarwal
,
Suresh Jagannathan