Tengfei Ma
Scholar

Tengfei Ma

Google Scholar ID: 9OvNakkAAAAJ
Stony Brook University
Natural Language ProcessingMachine LearningHealthcareGraph Neural Networks
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Citations & Impact
All-time
Citations
7,123
 
H-index
31
 
i10-index
55
 
Publications
20
 
Co-authors
17
list available
Contact
GitHubOpen ↗
Publications
31 items
Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning
2026
Cited
0
HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models
2026
Cited
0
SpecX: A Large-Scale Benchmark for Multi-Modal Spectroscopy and Cross-Paradigm Evaluation
2026
Cited
0
DeRelayL: Sustainable Decentralized Relay Learning
2026
Cited
0
GraphPL: Leveraging GNN for Efficient and Robust Modalities Imputation in Patchwork Learning
2026
Cited
0
Dialysis Risk Prediction and Treatment Effect Estimation for AKI patients using Longitudinal Electronic Health Records
2026
Cited
0
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering
2026
Cited
0
Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
2026
Cited
0
Resume (English only)
Co-authors
17 total
Cao (Danica) Xiao
Cao (Danica) Xiao
GE Healthcare
Jie Chen
Jie Chen
MIT-IBM Watson AI Lab, IBM Research
Jimeng Sun
Jimeng Sun
Professor at University of Illinois Urbana-Champaign
Chao Chen
Chao Chen
Stony Brook University
Charles E. Leiserson
Charles E. Leiserson
MIT
Maria Chang
Maria Chang
IBM Research AI
Fei Wang, FAMIA, FIAHSI, FACMI
Fei Wang, FAMIA, FIAHSI, FACMI
Professor at Cornell University
Veronika Thost
Veronika Thost
MIT-IBM Watson AI Lab, IBM Research