A Large Encoder-Decoder Polymer-Based Foundation Model
- 2024
- NeurIPS 2024
Bio
Victor completed the Information Systems Undergraduate course at Universidade Estadual de Campinas (UNICAMP). He also holds an Electronics Technician Certificate by Escola Técnica Estadual de São Paulo (ETESP). He is currently working as Research Intern at IBM Research and master's student in Computer Science at Instituto de Matemática e Estatística at Universidade de São Paulo (IME-USP).
Publications
A Mamba-Based Foundation Model for Chemistry
- 2024
- NeurIPS 2024
Multi-View Mixture-of-Experts for Predicting Molecular Properties Using SMILES, SELFIES, and Graph-Based Representations
- 2024
- NeurIPS 2024
Agnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- 2024
- NeurIPS 2024
Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- 2024
- MRS Fall Meeting 2024
MoLMamba: A Large State-Space-based Foundation Model for Chemistry
- 2024
- ACS Fall 2024
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties Prediction
- 2024
- ICML 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties Prediction
- Eduardo Almeida Soares
- Akihiro Kishimoto
- et al.
- 2024
- AAAI 2024
Expanded Dataset for Improved Prediction of Chemical Biodegradability
- 2023
- ACS Fall 2023
Top collaborators
EA
Eduardo Soares
Research Scientist
EA
Emilio Vital Brazil
Senior Research Scientist - Manager AI-Assisted Decision Making
RF
Renato Cerqueira
Senior Manager, Knowledge-centric Systems
KS
Kristin Schmidt
Strategy Assistant for Accelerated Discovery & Vice-Chair of Physical Sciences Council