Publications
Peer-reviewed papers, preprints, conference contributions, and technical reports.
Complete citation record on Google Scholar
Published or accepted
3 Journal Articles
- Journal TMLR
Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction
Transactions on Machine Learning Research (2026). Accepted - Journal IJDRR
Scalable and Rapid Building Damage Detection after Hurricane Ian Using Causal Bayesian Networks and InSAR Imagery
International Journal of Disaster Risk Reduction, 104, 104371 (2024). - Journal IJDRR
Near-real-time Earthquake-induced Fatality Estimation Using Crowdsourced Data and Large-Language Models
International Journal of Disaster Risk Reduction, 111, 104680 (2024).
Published or accepted
10 Conference & Workshop Papers
- Conference NeurIPS WS
A Missing Piece for Trustworthy AI Reviewers: From Benchmarking Rhetorical Robustness to SciCore Review
NeurIPS 2026 Workshop on AI-Native Academia (2026). Oral presentation; Best Paper Honorable Mention - Conference IEEE BigData HSS
Learning When to Revise: Conflict Memory for Medical Multi-Agent Reasoning
IEEE BigData 2026 High School Symposium (2026). Best Paper Finalist Award; High school research supervised by Chenguang Wang - Conference NeurIPS WS
CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning
Spotlight, LAW Workshop at NeurIPS 2025 (2025). - Conference NeurIPS WS
From Image Generation to Infrastructure Design: A Multi-agent Pipeline for Street Design Generation
UrbanAI Workshop at NeurIPS 2025 (2025). - Conference arXiv
Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning
2026 TRB Annual Meeting (2025). - Conference ACL
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (2025). - Conference ACL Findings
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
Findings of the Association for Computational Linguistics: ACL 2025 (2025). - Conference NAACL
RuleR: Improving LLM Controllability by Rule-based Data Recycling
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). - AGU Fall Meeting Abstracts (2024).
- Conference ACM SIGSPATIAL
Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response Using GIS (2023).
Research manuscripts
7 Preprints
- Preprint arXiv
The Emerging AI Paper-Review Arms Race: Adversarial Co-Evolution in Scholarly Publishing
arXiv preprint arXiv:2609.07713 (2026). - Preprint arXiv
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review
arXiv preprint arXiv:2608.08975 (2026). - arXiv preprint arXiv:2606.18709 (2026).
- Preprint arXiv
Persona-aware and Explainable Bikeability Assessment: A Vision-Language Model Approach
arXiv preprint arXiv:2601.03534 (2026). - Preprint arXiv
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding
arXiv preprint arXiv:2508.07493 (2025). - arXiv preprint arXiv:2506.23009 (2025).
- arXiv preprint arXiv:2504.04974 (2025).
Field reconnaissance and data
3 Technical Reports
- Structural Extreme Events Reconnaissance Network (2025). Technical Report
- Report Report
2024 Hualien City Earthquake Media Repository
DesignSafe-CI (2024). Technical Report and Dataset - Report Report
StEER: 2023 Mw 6.8 Oukaïmedene Morocco Preliminary Virtual Reconnaissance Report (PVRR)
Structural Extreme Events Reconnaissance Network (2023). Technical Report