Core focus
Learning to reason from data, including how neural systems can support deduction, querying, structure, and deliberate inference.
KDD 2021 Tutorial
From Deep Learning to Deep Reasoning.
A tutorial on extending neural systems beyond surface statistics toward reasoning over structure, memory, relations, graphs, time, and multimodal data.
Presenters
Truyen Tran, Vuong Le, Hung Le, and Thao Le.
Applied AI Institute, Deakin University.
Coverage
Sets, relations, graphs, time, multimodal reasoning, external memory, limited-label learning, and theory of mind.
Related material
The tutorial connects closely to the broader AI Future and reasoning agenda.
Research Platforms