Publications | Chenguang Wang

Peer-reviewed

Journal Articles

2

Journal IJDRR

Scalable and Rapid Building Damage Detection after Hurricane Ian Using Causal Bayesian Networks and InSAR Imagery

Chenguang Wang , Yuyue Liu , Xiang Zhang , Xuechun Li , Vladimir Paramygin , Peter Sheng , and

International Journal of Disaster Risk Reduction, 104, 104371 (2024).

DOI
Journal IJDRR

Near-real-time Earthquake-induced Fatality Estimation Using Crowdsourced Data and Large-Language Models

Chenguang Wang , Davis Engler , Xuechun Li , James Hou , David J. Wald , Kishor Jaiswal , and

International Journal of Disaster Risk Reduction, 111, 104680 (2024).

Publisher DOI

Published or accepted

Conference Papers

8

Conference NeurIPS WS

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning

Ming Li , Chenguang Wang , Yijun Liang , Xiyao Wang , Yuhang Zhou , Xiyang Wu , and

Spotlight, LAW Workshop at NeurIPS 2025 (2025).

arXiv
Conference NeurIPS WS

From Image Generation to Infrastructure Design: A Multi-agent Pipeline for Street Design Generation

Chenguang Wang , Xiang Yan , Yilong Dai , Ziyi Wang , and Susu Xu

UrbanAI Workshop at NeurIPS 2025 (2025).

arXiv
Conference arXiv

Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning

Yuran Sun , Susu Xu , Chenguang Wang , and Xilei Zhao

2026 TRB Annual Meeting (2025).

arXiv
Conference ACL

From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs

Ruxiao Chen , Chenguang Wang , Yuran Sun , Xilei Zhao , and Susu Xu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2025).

Publisher DOI arXiv
Conference ACL Findings

Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning

Ming Li , Pei Chen , Chenguang Wang , Hongyu Zhao , Yijun Liang , YuPeng Hou , and

Findings of the Association for Computational Linguistics: ACL 2025 (2025).

Publisher DOI arXiv
Conference NAACL

RuleR: Improving LLM Controllability by Rule-based Data Recycling

Ming Li , Han Chen , Chenguang Wang , Dang Nguyen , Dianqi Li , and Tianyi Zhou

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) (2025).

Publisher DOI arXiv
Conference AGU

Dynamic Large-scale Human Fatality Estimation from Multi-sourced Data Using Large-language Models and Bayesian Truth Discovery in Post-disaster Scenarios

Chenguang Wang , Xuechun Li , and Susu Xu

AGU Fall Meeting Abstracts (2024).

Publisher
Conference ACM SIGSPATIAL

Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery

Chenguang Wang , Yuyue Liu , Xiang Zhang , Xuechun Li , Vladimir Paramygin , Areeya Subgranon , and

Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response Using GIS (2023).

Publisher

Under review or in preparation

Preprints

6

Preprint arXiv

Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction

Chenguang Wang , Ming Li , Xinyue Zeng , Zhuochun Li , Hong Jiao , Tianyi Zhou , and

arXiv preprint arXiv:2606.28186 (2026).

arXiv
Preprint arXiv

LLMs Struggle to Measure What Distinguishes Students of Different Proficiency Levels: A Study of Item Discrimination in Reading Comprehension Assessment

Han Chen , Ming Li , Chenguang Wang , Yijun Liang , Dawei Zhou , Hong Jiao , and

arXiv preprint arXiv:2606.18709 (2026).

arXiv
Preprint arXiv

Persona-aware and Explainable Bikeability Assessment: A Vision-Language Model Approach

Yilong Dai , Ziyi Wang , Chenguang Wang , Kexin Zhou , Yiheng Qian , Susu Xu , and

arXiv preprint arXiv:2601.03534 (2026).

arXiv
Preprint arXiv

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

Jian Chen , Ming Li , Jihyung Kil , Chenguang Wang , Tong Yu , Ryan Rossi , and

arXiv preprint arXiv:2508.07493 (2025).

arXiv
Preprint arXiv

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models

Jian Chen , Wenye Ma , Penghang Liu , Wei Wang , Tengwei Song , Ming Li , and

arXiv preprint arXiv:2506.23009 (2025).

arXiv
Preprint arXiv

Towards Visual Text Grounding of Multimodal Large Language Model

Ming Li , Ruiyi Zhang , Jian Chen , Chenguang Wang , Jiuxiang Gu , Yufan Zhou , and

arXiv preprint arXiv:2504.04974 (2025).

arXiv

Field reconnaissance and data

Technical Reports

3

Report Report

StEER: Hurricane Milton Preliminary Virtual Reconnaissance Report (PVRR)

T. Do , W. Wang , M. Amini , A. Abdelhady , S. Xu , R. Negri , and

Structural Extreme Events Reconnaissance Network (2025). Technical Report

DOI
Report Report

2024 Hualien City Earthquake Media Repository

S. García Mejía , A. Jana , K. Erazo , Chenguang Wang , A. Diekmann , S. Xu , and

DesignSafe-CI (2024). Technical Report and Dataset

DOI
Report Report

StEER: 2023 Mw 6.8 Oukaïmedene Morocco Preliminary Virtual Reconnaissance Report (PVRR)

B. Alhawamdeh , W. Hassan , S. Gunay , K. Mosalam , L. Vargas , M. Marinković , and

Structural Extreme Events Reconnaissance Network (2023). Technical Report

DOI