Matheus Pereira

Senior Software Development Engineer

출판물

자료 보기:

- 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
  
  Publication 액세스
- 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, 제 abs/2211.03831 권
  
  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

- 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
  
  Publication 액세스
- 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, 제 abs/2211.03831 권
  
  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
- 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
  
  Publication 액세스

- 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
- 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
  
  Publication 액세스
- 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, 제 abs/2211.03831 권
  
  DOI Publication Publication

Matheus Pereira

출판물

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

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

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

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

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

연락처 Matheus Pereira

Microsoft Research Lab – Montréal