Dongsheng Luo

Assistant Professor, School of CIS, Florida International University

Joined

July 2019

Names

Dongsheng Luo (Preferred)

Emails

****@psu.edu (Confirmed)

****@fiu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

School of CIS, Florida International University (fiu.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Xiang Zhang

Present

Expertise

Trustworthy AI

Present

Publications

Trajectory Graph Copilot: Pre-Action Error Diagnosis in LLM Agents
Xu Zheng, Zhuomin Chen, Chaohao Lin, Hua Wei, Haifeng Chen, Wei Cheng, Dongsheng Luo
- Submitted to ICLR 2026
- Readers: Everyone
Exploring Data-Driven Models for Compound Flood Forecasting: A comprehensive benchmark
Xu Zheng, Chaohao Lin, Sipeng Chen, Zhuomin Chen, Jimeng Shi, Wei Cheng, Jayantha Obeysekera, Jason Liu, Dongsheng Luo
- Submitted to ICLR 2026
- Readers: Everyone
LM$^2$otifs: An Explainable Framework for Machine-Generated Texts Detection
Xu Zheng, Zhuomin Chen, Esteban Schafir, Sipeng Chen, Hojat Allah Salehi, Haifeng Chen, Farhad Shirani, Wei Cheng, Dongsheng Luo
- Submitted to ICLR 2026
- Readers: Everyone
MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with $0.1K$ Parameters
Aitian Ma, Dongsheng Luo, Mo Sha
- ICLR 2026 Poster
- Readers: Everyone
From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation
Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Dongsheng Luo
- Submitted to ICLR 2026
- Readers: Everyone
Uncovering Graph Reasoning in Decoder-only Transformers with Circuit Tracing
Xinnan Dai, Chung-Hsiang Lo, Kai Guo, Shenglai Zeng, Dongsheng Luo, Jiliang Tang
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
From Binary to Continuous: Stochastic Re-Weighting for Robust Graph Explanation
Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu Zheng, Dongsheng Luo
- CoRR 2025
- Readers: Everyone
SFBench: Evaluating Data-Driven Models for Compound Flood Forecasting in South Florida
Xu Zheng, Chaohao Lin, Sipeng Chen, Zhuomin Chen, Jimeng Shi, Wei Cheng, Jayantha Obeysekera, Jason Liu, Dongsheng Luo
- CoRR 2025
- Readers: Everyone
Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks
Jiaxing Zhang, Xiaoou Liu, Dongsheng Luo, Hua Wei
- CoRR 2025
- Readers: Everyone
LMotifs : An Explainable Framework for Machine-Generated Texts Detection
Xu Zheng, Zhuomin Chen, Esteban Schafir, Sipeng Chen, Hojat Allah Salehi, Haifeng Chen, Farhad Shirani, Wei Cheng, Dongsheng Luo
- CoRR 2025
- Readers: Everyone

View all 119 publications

Co-Authors

View all 142 co-authors