Matheus Pereira

Senior Software Development Engineer

论文与出版物

查看方式：

- ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
  
  Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre Côté, Alessandro Sordoni, Xing-Di Yuan, Zheng-Yan Shi
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- FrogNano: Training a 4B Coding Agent via Online Task Synthesis
  
  Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- Gistify! Codebase-Level Understanding via Runtime Execution
  
  Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
  
  ICLR 2026 | October 2025
  
  DOI Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  ArXiv | March 2025
  
  Publication 访问项目
- Towards Modular LLMs by Building and Reusing a Library of LoRAs
  
  O. Ostapenko, Zhan Su, E. Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
  
  ICML 2024 | May 2024
  
  Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023
  
  DOI Publication Publication
- Joint Prompt Optimization of Stacked LLMs using Variational Inference
  
  Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
  
  NeurIPS 2023 | October 2023
  
  Publication
- Multi-Head Adapter Routing for Cross-Task Generalization
  
  Lucas Caccia, Edoardo Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  NeurIPS 2023 | October 2023
  
  Publication

- ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
  
  Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre Côté, Alessandro Sordoni, Xing-Di Yuan, Zheng-Yan Shi
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- FrogNano: Training a 4B Coding Agent via Online Task Synthesis
  
  Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- Gistify! Codebase-Level Understanding via Runtime Execution
  
  Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
  
  ICLR 2026 | October 2025
  
  DOI Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  ArXiv | March 2025
  
  Publication 访问项目
- Towards Modular LLMs by Building and Reusing a Library of LoRAs
  
  O. Ostapenko, Zhan Su, E. Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
  
  ICML 2024 | May 2024
  
  Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023
  
  DOI Publication Publication
- Multi-Head Adapter Routing for Cross-Task Generalization
  
  Lucas Caccia, Edoardo Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  NeurIPS 2023 | October 2023
  
  Publication
- Joint Prompt Optimization of Stacked LLMs using Variational Inference
  
  Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
  
  NeurIPS 2023 | October 2023
  
  Publication
- ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
  
  Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre Côté, Alessandro Sordoni, Xing-Di Yuan, Zheng-Yan Shi
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- FrogNano: Training a 4B Coding Agent via Online Task Synthesis
  
  Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  ArXiv | March 2025
  
  Publication 访问项目

- ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
  
  Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre Côté, Alessandro Sordoni, Xing-Di Yuan, Zheng-Yan Shi
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- FrogNano: Training a 4B Coding Agent via Online Task Synthesis
  
  Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
  
  September 2026
  
  arXiv | September 2026
  
  Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  ArXiv | March 2025
  
  Publication 访问项目
- Gistify! Codebase-Level Understanding via Runtime Execution
  
  Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
  
  ICLR 2026 | October 2025
  
  DOI Publication
- Towards Modular LLMs by Building and Reusing a Library of LoRAs
  
  O. Ostapenko, Zhan Su, E. Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
  
  ICML 2024 | May 2024
  
  Publication
- Multi-Head Adapter Routing for Cross-Task Generalization
  
  Lucas Caccia, Edoardo Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  NeurIPS 2023 | October 2023
  
  Publication
- Joint Prompt Optimization of Stacked LLMs using Variational Inference
  
  Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
  
  NeurIPS 2023 | October 2023
  
  Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023
  
  DOI Publication Publication

Matheus Pereira

论文与出版物

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

Gistify! Codebase-Level Understanding via Runtime Execution

debug-gym: A Text-Based Environment for Interactive Debugging

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

Joint Prompt Optimization of Stacked LLMs using Variational Inference

Multi-Head Adapter Routing for Cross-Task Generalization

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

Gistify! Codebase-Level Understanding via Runtime Execution

debug-gym: A Text-Based Environment for Interactive Debugging

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

Multi-Head Adapter Routing for Cross-Task Generalization

Joint Prompt Optimization of Stacked LLMs using Variational Inference

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

debug-gym: A Text-Based Environment for Interactive Debugging

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

FrogNano: Training a 4B Coding Agent via Online Task Synthesis

debug-gym: A Text-Based Environment for Interactive Debugging

Gistify! Codebase-Level Understanding via Runtime Execution

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Multi-Head Adapter Routing for Cross-Task Generalization

Joint Prompt Optimization of Stacked LLMs using Variational Inference

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

联系 Matheus Pereira

Microsoft Research Montréal