Simin Ma
Scholar

Simin Ma

Google Scholar ID: FkBB5McAAAAJ
Georgia Institute of Technology
StatisticsMachine LearningHealth Analytics
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Citations & Impact
All-time
Citations
93
 
H-index
7
 
i10-index
3
 
Publications
20
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
6 items
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
2026
Cited
0
Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication
2025
Cited
0
Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model
2025
Cited
0
TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning
2025
Cited
0
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
2025
Cited
0
Taming SQL Complexity: LLM-Based Equivalence Evaluation for Text-to-SQL
2025
Cited
0
Resume (English only)
Co-authors
4 total
Shihao Yang
Shihao Yang
Assistant Professor, School of Industrial & Systems Engineering, Georgia Institute of Technology
Co-author 2
Co-author 2
Junghwan Lee
Junghwan Lee
PhD Student, Georgia Institute of Technology
Co-author 4
Co-author 4