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Renato Cerqueira
Director, Behring Institute of Artificial Intelligence, Pontifícia Universidade Católica do Rio de Janeiro
Joined
October 2022
Names
Renato Cerqueira
(Preferred)
,
Renato Fontoura de Gusmão Cerqueira
,
Renato Fontoura de Gusmao Cerqueira
,
Renato F. de G. Cerqueira
,
Renato F. G. Cerqueira
Emails
****@br.ibm.com
(Confirmed)
,
****@puc-rio.br
(Confirmed)
,
****@me.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Director
Behring Institute of Artificial Intelligence,
Pontifícia Universidade Católica do Rio de Janeiro
(puc-rio.br)
2025
–
Present
Principal Researcher
IBM Research Brazil,
International Business Machines
(ibm.com)
2016
–
2025
Senior Research Manager
IBM Research Brazil,
International Business Machines
(ibm.com)
2013
–
2025
Senior Researcher
IBM Research Brazil,
International Business Machines
(ibm.com)
2011
–
2016
Associate Professor
Department of Informatics,
Pontifícia Universidade Católica do Rio de Janeiro
(puc-rio.br)
2002
–
2011
Postdoc
Computer Science Department,
University of Illinois at Urbana-Champaign
(uiuc.edu)
2001
–
2002
PhD student
Department of Informatics,
Pontifícia Universidade Católica do Rio de Janeiro
(puc-rio.br)
1996
–
2000
Advisors, Relations & Conflicts
No relations added
Expertise
Software Engineering for AI-based Systems
Present
Knowledge-centric systems
Present
Middleware Design & Implementation
Present
Distributed Systems Engineering
Present
Human-AI Interaction
Present
Knowledge Engineering
Present
AI for Science
Present
AI-assisted Decision Making
Present
Publications
Explainability Is Not a Feature: A Position on Trustworthy AI
Gabriel Banaggia
,
Eduardo Soares
,
Renato Cerqueira
,
Emilio Vital Brazil
,
Simone Barbosa
ICLR 2026 Trustworthy AI
Readers:
Everyone
Prototype-Based Selective Prediction for Multimodal Instruction Models
Eduardo Soares
,
Emilio Vital Brazil
,
Plamen P Angelov
,
Victor Y. Shirasuna
,
Renato Cerqueira
ICLR 2026 Trustworthy AI
Readers:
Everyone
SMI-TED: A large-scale foundation model for materials and chemistry
Emilio Vital Brazil
,
Eduardo Soares
,
Victor Yukio Shirasuna
,
Renato Cerqueira
,
Dmitry Zubarev
,
Kristin Schmidt
AI4MAT-ICLR-2025 Poster
Readers:
Everyone
Causality-driven feature selection and domain adaptation for enhancing chemical foundation models in downstream tasks
Eduardo Almeida Soares
,
Victor Shirasuna
,
Emilio Vital Brazil
,
Karen Fiorella Aquino Gutierrez
,
Renato Cerqueira
,
Dmitry Zubarev
,
Kristin Schmidt
,
Daniel P. Sanders
Mach. Learn. Sci. Technol. 2025
Readers:
Everyone
SMI-TED: A large-scale foundation model for materials and chemistry
Eduardo Soares
,
Emilio Vital Brazil
,
Victor Yukio Shirasuna
,
Dmitry Zubarev
,
Renato Cerqueira
,
Kristin Schmidt
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Mamba-based Chemical Foundational Model for Fast Inference
Eduardo Soares
,
Emilio Vital Brazil
,
Victor Yukio Shirasuna
,
Dmitry Zubarev
,
Renato Cerqueira
,
Kristin Schmidt
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Automated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
Viviane Torres da Silva
,
Alexandre Rademaker
,
Krystelle Lionti
,
Ronaldo Giro
,
Geisa Lima
,
Sandro Rama Fiorini
,
Marcelo Archanjo
,
Breno W S R Carvalho
,
Rodrigo Neumann Barros Ferreira
,
Anaximandro Souza
,
João Pedro Gandarela de Souza
,
Gabriela de Valnisio
,
Carmen Paz
,
Renato Cerqueira
,
Mathias B Steiner
AI4Mat-NeurIPS-2024
Readers:
Everyone
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
Victor Yukio Shirasuna
,
Eduardo Soares
,
Emilio Vital Brazil
,
Karen Fiorella Aquino Gutierrez
,
Renato Cerqueira
,
Dmitry Zubarev
,
Kristin Schmidt
Neurips 2024 Workshop FM4Science Poster
Readers:
Everyone
A Mamba-Based Foundation Model for Chemistry
Emilio Vital Brazil
,
Eduardo Soares
,
Victor Yukio Shirasuna
,
Renato Cerqueira
,
Dmitry Zubarev
,
Kristin Schmidt
Neurips 2024 Workshop FM4Science Poster
Readers:
Everyone
A Mamba-Based Foundation Model for Chemistry
Emilio Vital Brazil
,
Eduardo Soares
,
Victor Yukio Shirasuna
,
Renato Cerqueira
,
Dmitry Zubarev
,
Kristin Schmidt
AI4Mat-NeurIPS-2024
Readers:
Everyone
View all 128 publications
Co-Authors
Adriano Medeiros
Akihiro Kishimoto
Alessandro F. Garcia
Alessandro Garcia
Alexandre G. Ferreira
Alexandre Rademaker
Aliza Heching
Ana Fucs
Ana Lúcia de Moura
Anand Ranganathan
Anaximandro Souza
Andréa Britto Mattos
Angelo Corsaro
Antonio Theophilo Costa
Baldoino Fonseca
Bazílio Martins
Beatriz de Paulo
Breno W S R Carvalho
Breno W. Carvalho
Bruno Feijó
Bruno Silvestre
Carlos Cassino
Carlos José Pereira de Lucena
Carlos Lucena
Carlos Raoni Mendes
View all 187 co-authors