Matheus Pereira

12 papers A* 2B 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EigenAI: Deterministic Inference, Verifiable Results. CoRR David Ribeiro Alves, Vishnu Patankar, Matheus Pereira, Jamie Stephens, Nima Vaziri, Sreeram Kannan
2025	J	`jnl`	BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills. CoRR Atharv Sonwane, Isadora White, Hyunji Lee, Matheus Pereira, Lucas Caccia, Minseon Kim, Zhengyan Shi, Chinmay Singh, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan
2025	J	`jnl`	Gistify! Codebase-Level Understanding via Runtime Execution. CoRR 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
2025	J	`jnl`	Learning to Extract Context for Context-Aware LLM Inference. CoRR Minseon Kim, Lucas Caccia, Zhengyan Shi, Matheus Pereira, Marc-Alexandre Côté, Xingdi Yuan, Alessandro Sordoni
2025	J	`jnl`	debug-gym: A Text-Based Environment for Interactive Debugging. CoRR Xingdi Yuan, Morgane M. Moss, Charbel El Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
2024	J	`jnl`	Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
2023	J	`jnl`	Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference. CoRR Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
2023	A*	`conf`	Joint Prompt Optimization of Stacked LLMs using Variational Inference. NeurIPS Alessandro Sordoni, Eric Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux
2023	A*	`conf`	Multi-Head Adapter Routing for Cross-Task Generalization. NeurIPS Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
2022	J	`jnl`	Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
2018	B	`conf`	Semantic Collaboration Trajectories in Communities of Practice. ITS Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva
2018	—	`conf`	Semantic Representation for Collaboration Trajectories in Communities of Practice. IBERAMIA Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva