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Simin Ma — most-cited papers & profile · Time Series
← authors
·
overview
Simin Ma
11
papers ·
21
citations ·
16
h-index
Georgia Institute of Technology · South China Normal University · Quality and Reliability (Greece) · Inspection Technologies (United Kingdom)
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Most-cited papers
Deep Attention Q-Network for Personalized Treatment Recommendation
2023 · 16 citations
Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model
2025 · 2 citations
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
2026
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
2026
LogicIF: Towards Complex Logic Instruction Following
2025
LogicIF: Towards Complex Logic Instruction Following
2025
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
2025
TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning
2025
Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication
2025
Topics
Evaluation
cs.AI
Tool Use
Multi-Agent
Agentic
Code
Benchmarks
Code Agents
Efficiency
cs.CL