Freitas, Andre

10 publications

AAAI 2025 Controlling Equational Reasoning in Large Language Models with Prompt Interventions Jordan Meadows, Marco Valentino, André Freitas

AAAI 2025 Inductive Learning of Logical Theories with LLMs: A Expressivity-Graded Analysis João Pedro Gandarela de Souza, Danilo S. Carvalho, André Freitas

NeurIPS 2024 Diffusion Twigs with Loop Guidance for Conditional Graph Generation Giangiacomo Mercatali, Yogesh Verma, Andre Freitas, Vikas Garg

NeurIPS 2024 Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series Giangiacomo Mercatali, Andre Freitas, Jie Chen

AAAI 2022 EnnCore: End-to-End Conceptual Guarding of Neural Architectures Edoardo Manino, Danilo S. Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, André Freitas, Gavin Brown, Mikel Luján, Xiaowei Huang, Lucas C. Cordeiro

AAAI 2022 Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration Marco Valentino, Mokanarangan Thayaparan, Deborah Ferreira, André Freitas

NeurIPS 2022 Symmetry-Induced Disentanglement on Graphs Giangiacomo Mercatali, Andre Freitas, Vikas Garg

ICLRW 2021 Diagrammatic Summaries for Neural Architectures Guy Clarke Marshall, Caroline Jay, André Freitas

AAAI 2019 Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment Vivian Dos Santos Silva, André Freitas, Siegfried Handschuh

AAAI 2018 Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs Vivian Dos Santos Silva, Siegfried Handschuh, André Freitas