OptiGuide

Decision intelligence with GenAI

论文与出版物

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- OptiMind: Teaching LLMs to Think Like Optimization Experts
  
  Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan (Jana) Kulkarni, Ishai Menache, Sirui Li
  
  September 2025
  
  Publication
- Large Language Models for Supply Chain Decisions
  
  David Simchi-Levi , Konstantina Mellou, Ishai Menache, Jeevan Pathuri
  
  July 2025
  
  Publication
- Towards Foundation Models for Mixed Integer Linear Programming
  
  Sirui Li, Janardhan (Jana) Kulkarni, Ishai Menache, Cathy Wu, Beibin Li
  
  ICLR 2025 | February 2025
  
  DOI
- How Generative AI Improves Supply Chain Management
  
  Ishai Menache, Jeevan Pathuri, David Simchi-Levi, Tom Linton
  
  Harvard Business Review | January 2025, 第 104 卷(1-2): pp. 86-95
  
  Publication
- Small Language Models for Application Interactions: A Case Study
  
  Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri, Ishai Menache
  
  May 2024
  
  DOI Publication Publication
- Large Language Models for Supply Chain Optimization
  
  Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache
  
  July 2023
  
  Publication

- OptiMind: Teaching LLMs to Think Like Optimization Experts
  
  Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan (Jana) Kulkarni, Ishai Menache, Sirui Li
  
  September 2025
  
  Publication
- Large Language Models for Supply Chain Decisions
  
  David Simchi-Levi , Konstantina Mellou, Ishai Menache, Jeevan Pathuri
  
  July 2025
  
  Publication
- Towards Foundation Models for Mixed Integer Linear Programming
  
  Sirui Li, Janardhan (Jana) Kulkarni, Ishai Menache, Cathy Wu, Beibin Li
  
  ICLR 2025 | February 2025
  
  DOI
- How Generative AI Improves Supply Chain Management
  
  Ishai Menache, Jeevan Pathuri, David Simchi-Levi, Tom Linton
  
  Harvard Business Review | January 2025, 第 104 卷(1-2): pp. 86-95
  
  Publication
- Small Language Models for Application Interactions: A Case Study
  
  Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri, Ishai Menache
  
  May 2024
  
  DOI Publication Publication
- Large Language Models for Supply Chain Optimization
  
  Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache
  
  July 2023
  
  Publication
- OptiMind: Teaching LLMs to Think Like Optimization Experts
  
  Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan (Jana) Kulkarni, Ishai Menache, Sirui Li
  
  September 2025
  
  Publication

- OptiMind: Teaching LLMs to Think Like Optimization Experts
  
  Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan (Jana) Kulkarni, Ishai Menache, Sirui Li
  
  September 2025
  
  Publication
- Large Language Models for Supply Chain Decisions
  
  David Simchi-Levi , Konstantina Mellou, Ishai Menache, Jeevan Pathuri
  
  July 2025
  
  Publication
- Small Language Models for Application Interactions: A Case Study
  
  Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri, Ishai Menache
  
  May 2024
  
  DOI Publication Publication
- Large Language Models for Supply Chain Optimization
  
  Beibin Li, Konstantina Mellou, Bo Zhang, Jeevan Pathuri, Ishai Menache
  
  July 2023
  
  Publication
- How Generative AI Improves Supply Chain Management
  
  Ishai Menache, Jeevan Pathuri, David Simchi-Levi, Tom Linton
  
  Harvard Business Review | January 2025, 第 104 卷(1-2): pp. 86-95
  
  Publication
- Towards Foundation Models for Mixed Integer Linear Programming
  
  Sirui Li, Janardhan (Jana) Kulkarni, Ishai Menache, Cathy Wu, Beibin Li
  
  ICLR 2025 | February 2025
  
  DOI