Chenguang S. Wang

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Email: chenguang[dot]wang[at]stonybrook[dot]edu

Hello! I’m a Ph.D. student at Stony Brook University, mentored by Prof. Susu Xu. I began my academic journey in computer science with a Bachelor of Science from Xi’an Jiaotong University in 2020, followed by a Master of Science from Stevens Institute of Technology in 2023. At Stony Brook, I’m exploring the application of Large Language Models in disaster response, focusing on integrating crowd-sensing data to improve crisis management.

My experiences as a Research Intern at the Analytics and Information Security Lab under Prof. Xiaojiang Du and as a Research Assistant at the MoE Key Lab for Intelligent Networks & Network Security under Prof. Zhongmin Cai have been instrumental in shaping my approach to computer science. This diverse background has uniquely positioned me to contribute to the evolving field of AI in disaster response, bridging the gap between theoretical research and practical, real-world applications.

News

May 20, 2024 I have completed all required coursework with a GPA of 3.920
Mar 5, 2024 Our work “Scalable and rapid building damage detection after hurricane Ian using causal Bayesian networks and InSAR imagery” has been accepted and published on “International Journal of Disaster Risk Reduction”.
Jan 20, 2024 I have successfully passes Preliminary Examination, marking a significant milestone in their academic journey at Stony Brook Univeristy
Dec 6, 2023 I am honored to join the Structural Extreme Events Reconnaissance (StEER) Network, contributing to the Virtual Assessment Structural Teams (VASTs) to assist in creating reports for post-disaster assessments.
Nov 13, 2023 Our work “Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery” has been published.
Oct 31, 2023 The StEER network has released the Preliminary Virtual Reconnaissance Report (PVRR) for the Oukaïmedene, Morocco earthquake. Proud to have contributed to this important collaborative research effort.
Jan 20, 2023 I completed my Master’s in Computer Science at Stevens Institute of Technology and embarked on my Ph.D. journey in Civil Engineering at Stony Brook University, mentored by Prof. Susu Xu.
Aug 30, 2022 I received the Provost Doctoral Fellowship at Stevens.
Aug 25, 2022 Our project has won the ECE Research Scholarship Award.
Mar 9, 2022 I joined Analytics and Information Security Lab as a research assistant advised by Prof. Xiaojiang Du, working on IoT Security.
Aug 23, 2021 I started my Master’s at Stevens Institute of Technology.

Publications and Reports

  1. PVRR
    StEER: Oukaïmedene Morocco Preliminary Virtual Reconnaissance Report (PVRR)
    Mohammed Hamdouni Alami, Selim Gunay, Khalid Mosalam, and 20 more authors
    2023
  2. EM-GIS
    Causality-Informed Rapid Post-Hurricane Building Damage Detection in Large Scale from InSAR Imagery
    Chenguang Wang, Yepeng Liu, Xiaojian Zhang, and 6 more authors
    In Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response Using GIS, 2023
  3. arxiv
    Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models
    Chenguang Wang, Davis Engler, Xuechun Li, and 4 more authors
    arXiv preprint arXiv:2312.03755, 2023
  4. IJDRR
    Scalable and rapid building damage detection after hurricane Ian using causal Bayesian networks and InSAR imagery
    Chenguang Wang, Yepeng Liu, Xiaojian Zhang, and 5 more authors
    International Journal of Disaster Risk Reduction, 2024