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
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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
25 items
WorkflowOps: Learning Agent Collaboration Priors for Multi-Agent Workflow Orchestration
2026
Cited
0
RA-MoWE: Workflow-Affinity Embeddings for Query Clustering and Agentic Workflow Generation
2026
Cited
0
OOPMAS: Object-Oriented Multi-Agent Systems for Query-Level Workflow Generation
2026
Cited
0
ST-Bench: A Spatial-Temporal Benchmark for Multi-Agent System Generation on Scientific Research Tasks
2026
Cited
0
Knossos and Ariadne: Benchmarking and Learning Complete Diagram Topology Extraction with Vision-Language Models
2026
Cited
0
Pay for the Fault, Not the Flow: Label-Free In-Flow Multi-Agent Workflow Optimization
2026
Cited
0
Staying on the Attractor: Supervising Neural Surrogates of 3D Turbulence Where They Leave It
2026
Cited
0
TopoAgent: A Structure-Aware Perception-to-Reasoning Framework for Diagram-to-Graph Topology Extraction with Large Vision-Language Models
2026
Cited
0
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Co-authors
7 total
Yiqun Xie
University of Maryland
Peyman Givi
Professor of Mechanical Engineering and Materials Science, University of Pittsburgh
Alison Appling
United States Geological Survey
Zhe Jiang
University of Florida; ACM/IEEE Senior Member
Runlong Yu
University of Alabama/University of Pittsburgh
Youzuo Lin
Associate Professor, The University of North Carolina at Chapel Hill
Shihang Feng
Research Geophysicist, CGG
