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2020 – today
- 2025
[j3]Simin Ma
, Amin Dehghanian, Gian-Gabriel P. Garcia, Nicoleta Serban:
Learning Hidden Markov Models with Structured Transition Dynamics. INFORMS J. Comput. 37(3): 531-556 (2025)- [i10]Qingyun Zeng, Simin Ma, Arash Niknafs, Ashish Basran, Carol Szabo:
Taming SQL Complexity: LLM-Based Equivalence Evaluation for Text-to-SQL. CoRR abs/2506.09359 (2025) - [i9]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:
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries. CoRR abs/2508.15760 (2025) - [i8]Simin Ma, Shujian Liu, Jun Tan, Yebowen Hu, Song Wang, Sathish Reddy Indurthi, Sanqiang Zhao, Liwei Wu, Jianbing Han, Kaiqiang Song:
TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning. CoRR abs/2508.20374 (2025) - [i7]Fahim Faisal, Kaiqiang Song, Song Wang, Simin Ma, Shujian Liu, Haoyun Deng, Sathish Reddy Indurthi:
Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model. CoRR abs/2509.25543 (2025) - [i6]Yiming Lu, Xun Wang, Simin Ma, Shujian Liu, Sathish Reddy Indurthi, Song Wang, Haoyun Deng, Fei Liu, Kaiqiang Song:
Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication. CoRR abs/2510.19995 (2025) - 2024
- [i5]Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang:
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records. CoRR abs/2406.08851 (2024) - 2023
- [b1]Simin Ma:
Machine Learning Methods for Decision Making Inference in Healthcare. Georgia Institute of Technology, Atlanta, GA, USA, 2023 - [c1]Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang:
Deep Attention Q-Network for Personalized Treatment Recommendation. ICDM (Workshops) 2023: 329-337 - [i4]Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang:
Deep Attention Q-Network for Personalized Treatment Recommendation. CoRR abs/2307.01519 (2023) - 2022
- [j2]Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban:
Global sensitivity analysis via a statistical tolerance approach. Eur. J. Oper. Res. 296(1): 44-59 (2022) - [i3]Simin Ma, Shaoyang Ning, Shihao Yang:
COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States. CoRR abs/2202.02621 (2022) - [i2]Tao Wang, Simin Ma, Soobin Baek, Shihao Yang:
COVID-19 Hospitalizations Forecasts Using Internet Search Data. CoRR abs/2202.03869 (2022) - 2021
- [j1]Jiawen Weng, Weishuai Zhou, Simin Ma, Pan Qi, Jingang Zhong:
Model-Free Lens Distortion Correction Based on Phase Analysis of Fringe-Patterns. Sensors 21(1): 209 (2021) - [i1]Chaofan Huang, Simin Ma, Shihao Yang:
MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics. CoRR abs/2105.12894 (2021)
Coauthor Index
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