Mingyu Derek Ma
Scholar

Mingyu Derek Ma

Google Scholar ID: 6tXXg6AAAAAJ
Prescient Design, Genentech/Roche
Generative Language ModelsLLM AgentsNatural Language ProcessingMachine LearningAI4Science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,273
 
H-index
15
 
i10-index
20
 
Publications
20
 
Co-authors
19
list available
Contact
CVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
8 items
TwinWeaver: An LLM-Based Foundation Model Framework for Pan-Cancer Digital Twins
2026
Cited
0
BioVerge: A Comprehensive Benchmark and Study of Self-Evaluating Agents for Biomedical Hypothesis Generation
2025
Cited
0
MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science
2025
Cited
0
BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents
2025
Cited
0
Entropy-Based Adaptive Weighting for Self-Training
2025
Cited
0
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection
2025
Cited
0
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
2025
Cited
0
GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
2024
Cited
0
Resume (English only)
Co-authors
19 total
Muhao Chen
Muhao Chen
Assistant Professor of Computer Science, University of California, Davis
Nanyun (Violet) Peng
Nanyun (Violet) Peng
Associate Professor, UCLA
Fei Wang
Fei Wang
Research Scientist, Google
Chaowei Xiao
Chaowei Xiao
University of Wisconsin - Madison/NVIDIA
Jiashu Xu 徐家澍
Jiashu Xu 徐家澍
NVIDIA; Harvard University; University of Southern California
Dan Roth
Dan Roth
Professor of Computer Science, University of Pennsylvania
Kai-Wei Chang
Kai-Wei Chang
Associate Professor, UCLA
Co-author 8
Co-author 8