Mahdi Mostajabdaveh

According to our database, Mahdi Mostajabdaveh authored at least 18 papers between 2019 and 2026.

Collaborative distances:

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

2026

COAgents: Multi-Agent Framework to Learn and Navigate Routing Problems Search Space.

Oleksandr Yakovenko, Mahdi Mostajabdaveh, Cheikh Ahmed, Abdullah Ali Sivas, Xiaorui Li, Zirui Zhou, Kun Mao

CoRR, May, 2026

Latent Heuristic Search: Continuous Optimization for Automated Algorithm Design.

Cheikh Ahmed, Mahdi Mostajabdaveh, Zirui Zhou

CoRR, May, 2026

2025

MASPRM: Multi-Agent System Process Reward Model.

Milad Yazdani, Mahdi Mostajabdaveh, Zirui Zhou, Ying Xiong

CoRR, October, 2025

Discrete Optimization of Min-Max Violation and its Applications Across Computational Sciences.

Cheikh Ahmed, Mahdi Mostajabdaveh, Samin Aref, Zirui Zhou

CoRR, August, 2025

EvoCut: Strengthening Integer Programs via Evolution-Guided Language Models.

Milad Yazdani, Mahdi Mostajabdaveh, Samin Aref, Zirui Zhou

CoRR, August, 2025

SMARTAPS: Tool-augmented LLMs for Operations Management.

Timothy Tin Long Yu, Mahdi Mostajabdaveh, Jabo Serge Byusa, Rindra Ramamonjison, Giuseppe Carenini, Kun Mao, Zirui Zhou, Yong Zhang

CoRR, July, 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

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

INFOR Inf. Syst. Oper. Res., November, 2024

Analyzing modularity maximization in approximation, heuristic, and graph neural network algorithms for community detection.

Samin Aref, Mahdi Mostajabdaveh

J. Comput. Sci., 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

CoRR, 2024

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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Heuristic Modularity Maximization Algorithms for Community Detection Rarely Return an Optimal Partition or Anything Similar.

Samin Aref, Mahdi Mostajabdaveh, Hriday Chheda

Proceedings of the Computational Science - ICCS 2023, 2023

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, Yong Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2023

2022

The Bayan Algorithm: Detecting Communities in Networks Through Exact and Approximate Optimization of Modularity.

Samin Aref, Hriday Chheda, Mahdi Mostajabdaveh

CoRR, 2022

Two dimensional guillotine cutting stock and scheduling problem in printing industry.

Mahdi Mostajabdaveh, F. Sibel Salman, Nadia Tahmasbi

Comput. Oper. Res., 2022

2021

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

Proceedings of the NeurIPS 2022 Competition Track, 2021

2019

Inequity-averse shelter location for disaster preparedness.

Mahdi Mostajabdaveh, Walter J. Gutjahr, F. Sibel Salman

IISE Trans., 2019