Xu Zheng
Scholar

Xu Zheng

Google Scholar ID: TMu7RcwAAAAJ
Florida International University
XAItime series learninggraph neural network
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
94
 
H-index
4
 
i10-index
3
 
Publications
13
 
Co-authors
4
list available
Contact
Emailxzhen019@fiu.eduCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
7 items
Towards A Unified Information Bottleneck Framework for Time Series Explanations
2026
Cited
0
Information Bottleneck Learning for Faithful Time Series Forecasting Explanations
2026
Cited
0
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems
2026
Cited
0
Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs
2026
Cited
0
Time Is Money: Incentivized Causal Transaction Ordering
2026
Cited
0
DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL
2026
Cited
0
LUMOS: Democratizing SciML Workflows with L0-Regularized Learning for Unified Feature and Parameter Adaptation
2026
Cited
0
Resume (English only)
Background
  • Research interests include XAI, Time Series Learning, Graph Neural Network, Self-Supervised Learning, and GenAI.
Miscellany
  • Tools: Python, PyTorch, Tensorflow, C/C++.
Co-authors
4 total
Dongsheng Luo
Dongsheng Luo
Assistant Professor, Florida International University
Farhad Shirani
Farhad Shirani
Florida International University
Zhuomin Chen
Zhuomin Chen
PhD student at Florida International University
Shouwei Gao
Shouwei Gao
Oregon State University