Deyun Lyu
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Deyun Lyu, Ph.D candidate Email: lyu.deyun.107@s.kyushu-u.ac.jp |
at Tokyo, Japan. (Dec 29, 2020)
News
[11-03-2024] “SpectAcle: Fault Localisation of AI-Enabled CPS by Exploiting Sequences of DNN Controller Inferences” is accepted at TOSEM 2024.
[09-11-2024] Give an oral presentation at the Top Conference/Journal Special Talk (トップカンファレンス・トップ論文誌特別講演), JSSST 2024.
[06-13-2024] Join AAAI 2025 as a PC Member.
[03-22-2024] “Search-Based Repair of DNN Controllers of AI-Enabled Cyber-Physical Systems Guided by System-Level Specifications” is accepted at GECCO 2024.
[09-18-2023] Join the National Institute of Informatics for a six-month research internship, supervised by Prof. Fuyuki ISHIKAWA and Paolo Arcaini.
[07-13-2023] Join AAAI 2024 as a PC Member.
[02-08-2023] “FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria” is accepted at ICSE 2023 as Journal-First Paper.
[12-22-2022] “Towards Building Reliable AI-Enabled Cyber-Physical Systems” is accepted at the Doctoral Symposium, FM 2023.
[08-31-2022] Give a poster presentation at the Demo/Poster Session (デモ・ポスターセッション), JSSST 2022.
[08-10-2022] Join AAAI 2023 as a PC Member.
[07-21-2022] “FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria” is accepted at TSE 2022.
[01-11-2022] “When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward” is accepted at ICSE SEIP 2022.
[01-08-2022] “An Verification Framework for Behavioral Safety of Self-Driving Cars” is accepted at IET Intelligent Transport System 2022.
[08-20-2021] “Time-Aware Coverage Criteria for Testing of AI-Enabled Hybrid Control Systems” is accepted at ASE LBR 2021.
[04-20-2021] “SDLV: Verification of Steering Angle Safety for Self-Driving Cars” is accepted at FAC 2021.
[04-18-2021] “Effective Hybrid System Falsification Using Monte Carlo Tree Search Guided by QB-Robustness” is accepted at CAV 2021.
[02-24-2021] “On the Effectiveness of Signal Rescaling in Hybrid System Falsification” is accepted at NFM 2021.
About me
I am a PhD candidate in the Department of Information Science and Electrical Engineering (ISEE), Kyushu University, under the guidance of Prof. Jianjun Zhao. My research mainly focuses on the quality assurance of AI-enabled cyber-physical systems (AI-CPSs).
Education
Ph.D. in Advanced Information Technology, Kyushu University, Oct. 2020 - Present
M.S. in Software Engineering, Dalian University of Technology, Sept. 2018 - Jun. 2020
B.S. in Network Engineering, Dalian University of Technology, Sept. 2014 - Jun. 2018
Research Interests
Software Testing, Formal Methods, Cyber-Physical Systems