Chenguang S. Wang
![Profile.png](/assets/img/Profile.png?cc11ba8dbc68a22d9e8cad589f44881c)
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 |
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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
- PVRRStEER: Oukaïmedene Morocco Preliminary Virtual Reconnaissance Report (PVRR)2023
- EM-GISCausality-Informed Rapid Post-Hurricane Building Damage Detection in Large Scale from InSAR ImageryIn Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response Using GIS, 2023
- arxivNear-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language ModelsarXiv preprint arXiv:2312.03755, 2023
- IJDRRScalable and rapid building damage detection after hurricane Ian using causal Bayesian networks and InSAR imageryInternational Journal of Disaster Risk Reduction, 2024