Xugui Zhou

According to our database, Xugui Zhou authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Action-Conditioned Risk Gating for Safety-Critical Control under Partial Observability.

Yushen Liu, Yin-Jen Chen, Ziyi Chen, Tao Wang, Heng Huang, Xugui Zhou, Yanfu Zhang

CoRR, May, 2026

SOMA: Efficient Multi-turn LLM Serving via Small Language Model.

Xueqi Cheng, Qiong Wu, Zhengyi Zhou, Xugui Zhou, Tyler Derr, Yushun Dong

CoRR, May, 2026

ReAD: Reinforcement-Guided Capability Distillation for Large Language Models.

Xueqi Cheng, Xugui Zhou, Tyler Derr, Yushun Dong

CoRR, May, 2026

Digital Guardians: The Past and The Future of Cyber-Physical Resilience.

Saurabh Bagchi, Hyunseung Kim, Tarek F. Abdelzaher, Homa Alemzadeh, Somali Chaterji, Glen Chou, Yuying Duan, Fanxin Kong, Michael Lemmon, Yin Li, Mengyu Liu, Wenhao Luo, Meiyi Ma, Sibin Mohan, Ayan Mukhopadhyay, Melkior Ornik, Dimitra Panagou, Kristin Yvonne Rozier, Ivan Ruchkin, Huajie Shao, Sze Zheng Yong, Majid Zamani, Xugui Zhou

CoRR, April, 2026

Integrating Neural Differential Forecasting with Safe Reinforcement Learning for Blood Glucose Regulation.

Yushen Liu, Yanfu Zhang, Xugui Zhou

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Query-Efficient Domain Knowledge Stealing Against Large Language Models.

Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems.

Xugui Zhou, Maxfield Kouzel, Chloe Smith, Homa Alemzadeh

IEEE Trans. Dependable Secur. Comput., 2025

Safety Interventions against Adversarial Patches in an Open-Source Driver Assistance System.

Cheng Chen, Grant Xiao, Daehyun Lee, Lishan Yang, Evgenia Smirni, Homa Alemzadeh, Xugui Zhou

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems.

Cheng Chen, Yuhong Wang, Nafis S. Munir, Xiangwei Zhou, Xugui Zhou

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

Decoding Neighborhood Environments with Large Language Models.

Andrew Cart, Shaohu Zhang, Melanie Escue, Xugui Zhou, Haitao Zhao, Prashanth Busireddygari, Beiyu Lin, Shuang Li

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems.

Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh

Proceedings of the 20th ACM Asia Conference on Computer and Communications Security, 2025

2024

Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems.

Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh

IEEE Trans. Dependable Secur. Comput., 2024

Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software.

Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni

Proceedings of the Computer Safety, Reliability, and Security, 2024

2023

Experimental Security Analysis of DNN-based Adaptive Cruise Control under Context-Aware Perception Attacks.

Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh

CoRR, 2023

Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention.

Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems.

Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022

Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System.

Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems.

Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems.

Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2021

Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems.

Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021