Inequity-averse shelter location for disaster preparedness. - Mahdi Mostajabdaveh; Walter J. Gutjahr; F. Sibel Salman (IISE Trans., 2019)

NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. - Rindranirina Ramamonjison; Timothy T. L. Yu; Raymond Li; Haley Li; Giuseppe Carenini; Bissan Ghaddar; Shiqi He; Mahdi Mostajabdaveh; Amin Banitalebi-Dehkordi; Zirui Zhou; Yong Zhang 004 (NeurIPS (Competition and Demos), 2021)

Two dimensional guillotine cutting stock and scheduling problem in printing industry. - Mahdi Mostajabdaveh; F. Sibel Salman; Nadia Tahmasbi (Comput. Oper. Res., 2022)

The Bayan Algorithm: Detecting Communities in Networks Through Exact and Approximate Optimization of Modularity. - Samin Aref; Hriday Chheda; Mahdi Mostajabdaveh (CoRR, 2022)

LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application. - Rindra Ramamonjison; Timothy T. L. Yu; Linzi Xing; Mahdi Mostajabdaveh; Xiaorui Li; Xiaojin Fu; Xiongwei Han; Yuanzhe Chen; Ren Li; Kun Mao 001; Yong Zhang 004 (ACL (demo), 2023)

Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar. - Samin Aref; Mahdi Mostajabdaveh; Hriday Chheda (ICCS (4), 2023)

Towards Human-aligned Evaluation for Linear Programming Word Problems. - Linzi Xing; Xinglu Wang; Yuxi Feng; Zhenan Fan; Jing Xiong; Zhijiang Guo; Xiaojin Fu; Rindra Ramamonjison; Mahdi Mostajabdaveh; Xiongwei Han; Zirui Zhou; Yong Zhang 004 (LREC/COLING, 2024)

Evaluating LLM Reasoning in the Operations Research Domain with ORQA. - Mahdi Mostajabdaveh; Timothy T. Yu; Samarendra Chandan Bindu Dash; Rindranirina Ramamonjison; Jabo Serge Byusa; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (CoRR, 2024)

Analyzing modularity maximization in approximation, heuristic, and graph neural network algorithms for community detection. - Samin Aref; Mahdi Mostajabdaveh (J. Comput. Sci., 2024)

Optimization modeling and verification from problem specifications using a multi-agent multi-stage LLM framework. - Mahdi Mostajabdaveh; Timothy T. L. Yu; Rindranirina Ramamonjison; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (INFOR Inf. Syst. Oper. Res., 2024)

Evaluating LLM Reasoning in the Operations Research Domain with ORQA. - Mahdi Mostajabdaveh; Timothy Tin Long Yu; Samarendra Chandan Bindu Dash; Rindra Ramamonjison; Jabo Serge Byusa; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (AAAI, 2025)

A branch-and-price algorithm for fast and equitable last-mile relief aid distribution. - Mahdi Mostajabdaveh; F. Sibel Salman; Walter J. Gutjahr (Eur. J. Oper. Res., 2025)

SMARTAPS: Tool-augmented LLMs for Operations Management. - Timothy Tin Long Yu; Mahdi Mostajabdaveh; Jabo Serge Byusa; Rindra Ramamonjison; Giuseppe Carenini; Kun Mao 001; Zirui Zhou; Yong Zhang 004 (CoRR, 2025)