Scholar
Shengyu Chen
Google Scholar ID: 5Mi1m7gAAAAJ
NEC Laboratories America / University of Pittsburgh
Machine Learning
Data Mining
LLMs
Generative Modeling
AI4Science
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Citations & Impact
All-time
Citations
319
H-index
11
i10-index
11
Publications
20
Co-authors
11
list available
Contact
Email
erh108@pitt.edu
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Publications
18 items
TopoAgent: A Structure-Aware Perception-to-Reasoning Framework for Diagram-to-Graph Topology Extraction with Large Vision-Language Models
2026
Cited
0
Quantifying Event Impacts on Time Series via Multiscale Contrastive Learning
2026
Cited
0
TIDE: A Physically Diverse 3D Turbulence Benchmark Dataset for Advancing Scientific Machine Learning
2026
Cited
0
Physics-Preserving Latent Compression for Zero-Shot Resolution Transfer in 3D Turbulence
2026
Cited
0
The Power of Order: Fooling LLMs with Adversarial Table Permutations
2026
Cited
0
FlowRefiner: Flow Matching-Based Iterative Refinement for 3D Turbulent Flow Simulation
2026
Cited
0
Flow Learners for PDEs: Toward a Physics-to-Physics Paradigm for Scientific Computing
2026
Cited
0
PEST: Physics-Enhanced Swin Transformer for 3D Turbulence Simulation
2026
Cited
0
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Resume (English only)
Co-authors
11 total
Co-author 1
Yiqun Xie
University of Maryland
Peyman Givi
Professor of Mechanical Engineering and Materials Science, University of Pittsburgh
Co-author 4
Alison Appling
United States Geological Survey
Co-author 6
Co-author 7
Zhe Jiang
University of Florida; ACM/IEEE Senior Member
