XIAO-YI ZHANG

Profile Information

Affiliation: Associate Professor, School of Computer and Communication Engineering, University of Science and Technology Beijing

Contact information: xiaoyiustb.edu.cn
Other name(s) (e.g. nickname): University of Science and Technology Beijing
Researcher number: 70883528
J-GLOBAL ID: 202101011877625694
researchmap Member ID: R000027791

External link: https://scholar.google.co.jp/citations?user=ZTyiFjwAAAAJ&hl=en&oi=sra

Major Research Interests

Major Research Areas

Research History

Dec, 2020 - Present

(Project Assistant Professor), Information Systems Architecture Science Research Division, National Institute of Informatics
Dec, 2018 - Dec, 2020

(Researcher), Information Systems Architecture Science Research Division, National Institute of Informatics

Education

Sep, 2011 - Jun, 2018

Phd, School of Automation Science and Electronic Engineering, Beihang University, BUAA, Beijing, China
Sep, 2010 - Jun, 2011

Master Degree, School of Automation Science and Electronic Engineering, Beihang University, BUAA, Beijing, China
Sep, 2006 - Jun, 2010

Bachelor, School of Automation Science and Electronic Engineering, Beihang University, BUAA, Beijing, China

Awards

Papers

Adaptive Search-based Repair of Deep Neural Networks.

Davide Li Calsi, Matias Duran, Thomas Laurent 0003, Xiao-Yi Zhang 0005, Paolo Arcaini, Fuyuki Ishikawa

GECCO, 1527-1536, 2023
Distributed Repair of Deep Neural Networks.

Davide Li Calsi, Matias Duran, Xiao-Yi Zhang 0005, Paolo Arcaini, Fuyuki Ishikawa

ICST, 83-94, 2023
Hierarchical Assessment of Safety Requirements for Configurations of Autonomous Driving Systems.

Yixing Luo, Xiao-Yi Zhang 0005, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Linjuan Zhang, Fuyuki Ishikawa

RE, 88-100, 2022
Explaining the Behaviour of Game Agents Using Differential Comparison.

Ezequiel Castellano, Xiao-Yi Zhang, Paolo Arcaini, Toru Takisaka, Fuyuki Ishikawa, Nozomu Ikehata, Kosuke Iwakura

ASE, 210-8, 2022
Goal-Aware RSS for Complex Scenarios Via Program Logic

Ichiro Hasuo, Clovis Eberhart, James Haydon, Jeremy Dubut, Rose Bohrer, Tsutomu Kobayashi, Sasinee Pruekprasert, Xiao-Yi Zhang, Erik Andre Pallas, Akihisa Yamada …

IEEE Transactions on Intelligent Vehicles, 8(4) 1-33, 2022
Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22).

Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie 0001

GECCO Companion, 33-34, 2022
Less is More: Simplification of Test Scenarios for Autonomous Driving System Testing.

Paolo Arcaini, Xiao-Yi Zhang, Fuyuki Ishikawa

ICST, 279-290, 2022
Frenetic at the SBST 2021 Tool Competition

Ezequiel Castellano, Ahmet Cetinkaya, Cedric Ho Thanh, Stefan Klikovits, Xiao-Yi Zhang, Paolo Arcaini

2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing (SBST), 36-37, May, 2021
Targeting Patterns of Driving Characteristics in Testing Autonomous Driving Systems

Paolo Arcaini, Xiao-Yi Zhang, Fuyuki Ishikawa

2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST), 295-305, Apr, 2021
Targeting Requirements Violations of Autonomous Driving Systems by Dynamic Evolutionary Search.

Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie 0001

ASE, 279-291, 2021
Parameter-Based Testing and Debugging of Autonomous Driving Systems.

Paolo Arcaini, Alessandro Calò, Fuyuki Ishikawa, Thomas Laurent 0003, Xiao-Yi Zhang, Shaukat Ali 0001, Florian Hauer 0002, Anthony Ventresque

IV Workshops, 197-202, 2021
Developing deep LSTM model for real-time path planning in unknown environments

Haonan Yao, Yang Liu, Xiao-Yi Zhang

2020 7th International Conference on Dependable Systems and Their Applications (DSA), Nov, 2020
Investigating the Configurations of an Industrial Path Planner in Terms of Collision Avoidance

Xiao-Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa, Kun Liu

2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE), Oct, 2020
Leveraging test logs for building a self-adaptive path planner

Kun Liu, Xiao-Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa, Wenpin Jiao

Proceedings of the IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 57-63, Jun 29, 2020
Exploring the Characteristics of Spectra Distribution and Their Impacts on Fault Localization

Xiao-Yi Zhang, Zheng Zheng

Proceedings of the Evaluation and Assessment in Software Engineering, Apr 15, 2020
A Visualization Analytical Framework for Software Fault Localization Metrics

Xiao-Yi Zhang, Zheng Zheng

2019 IEEE 24th Pacific Rim International Symposium on Dependable Computing (PRDC), Dec, 2019
Assessing the Relation Between Hazards and Variability in Automotive Systems

Xiao-Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa

2019 24th International Conference on Engineering of Complex Computer Systems (ICECCS), Nov, 2019
Decision Making for Autonomous Vehicles at Unsignalized Intersection in Presence of Malicious Vehicles

Sasinee Pruekprasert, Xiao-Yi Zhang, Jeremy Dubut, Chao Huang, Masako Kishida

2019 IEEE Intelligent Transportation Systems Conference (ITSC), Oct, 2019
A Framework for Localizing Aging-Related Bugs in a Random and Dynamic Way

Xiao-Yi Zhang, Junjun Zheng

2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Aug, 2019
Robustness of spectrum-based fault localisation in environments with labelling perturbations

Yanhong Xu, Beibei Yin, Zheng Zheng, Xiao-Yi Zhang, Chenglong Li, Shunkun Yang

Journal of Systems and Software, 147 172-214, Jan, 2019

Academic Activities

Program Committee Member, The 21st IEEE International Conference on Software Quality, Reliability, and Security

Peer review

IEEE Reliability Society
Program Co-chair, The 3rd International Workshop on Dependable Intelligent Systems (DeIS 2021)

Planning, management, etc., Peer review

IEEE Reliability Society
Program Committee Member The 32nd International Symposium on Software Reliability Engineering (ISSRE 2021)

Review, evaluation, Peer review

IEEE

Profile Information

Major Research Interests

Major Research Areas

Research History

Education

Awards

Papers

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