Simin Ma

According to our database, Simin Ma authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use.

Zhen Zhang, Kaiqiang Song, Xun Wang, Yebowen Hu, Weixiang Yan, Chenyang Zhao, Henry Peng Zou, Haoyun Deng, Sathish Reddy Indurthi, Shujian Liu, Simin Ma, Xiaoyang Wang, Xin Eric Wang, Song Wang

CoRR, February, 2026

MCD-YOLO: An improved method for detecting mixed-class defects on steel plate surfaces.

Jiangwei Li, Maoxiang Chu, Peinan Zong, Simin Ma

Eng. Appl. Artif. Intell., 2026

2025

Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication.

Yiming Lu, Xun Wang, Simin Ma, Shujian Liu, Sathish Reddy Indurthi, Song Wang, Haoyun Deng, Fei Liu, Kaiqiang Song

CoRR, October, 2025

Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model.

Fahim Faisal, Kaiqiang Song, Song Wang, Simin Ma, Shujian Liu, Haoyun Deng, Sathish Reddy Indurthi

CoRR, September, 2025

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning.

Simin Ma, Shujian Liu, Jun Tan, Yebowen Hu, Song Wang, Sathish Reddy Indurthi, Sanqiang Zhao, Liwei Wu, Jianbing Han, Kaiqiang Song

CoRR, August, 2025

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries.

Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, Kaiqiang Song

CoRR, August, 2025

Taming SQL Complexity: LLM-Based Equivalence Evaluation for Text-to-SQL.

Qingyun Zeng, Simin Ma, Arash Niknafs, Ashish Basran, Carol Szabo

CoRR, June, 2025

Learning Hidden Markov Models with Structured Transition Dynamics.

Simin Ma, Amin Dehghanian, Gian-Gabriel P. Garcia, Nicoleta Serban

INFORMS J. Comput., 2025

2024

Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records.

Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang

CoRR, 2024

2023

Machine Learning Methods for Decision Making Inference in Healthcare.

Simin Ma

PhD thesis, 2023

Deep Attention Q-Network for Personalized Treatment Recommendation.

Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Global sensitivity analysis via a statistical tolerance approach.

Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban

Eur. J. Oper. Res., 2022

COVID-19 Hospitalizations Forecasts Using Internet Search Data.

Tao Wang, Simin Ma, Soobin Baek, Shihao Yang

CoRR, 2022

COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States.

Simin Ma, Shaoyang Ning, Shihao Yang

CoRR, 2022

2021

Model-Free Lens Distortion Correction Based on Phase Analysis of Fringe-Patterns.

Jiawen Weng, Weishuai Zhou, Simin Ma, Pan Qi, Jingang Zhong

Sensors, 2021

MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics.

Chaofan Huang, Simin Ma, Shihao Yang

CoRR, 2021