Call for papers

NEURMAD@AAAI'25 invites submissions of 2-4 pages for poster/short/position papers or 6-8 pages for full papers papers.

Scope and topics

All papers on topics of neural reasoning and mathematic discovery, both theory and application, are welcome, including but not limited to:

Mathematical foundations for neural reasoning of
- mathematical discovery;
- System II.
Novel neural models
- with better performance and less data-hungry and cheap-training costs;
- for high-level rational reasoning, e.g., commonsense reasoning, spatial reasoning, logical reasoning, multimodal reasoning;
- beyond the statistical paradigm;
- for reliable AI applications (e.g., explainable, deterministic, safe).
Interdisciplinary perspectives of
- neural reasoning;
- cognitive modeling;
- scientific discovery;
Industrial demands with case studies of
- neural- and neurosymbolic- reasoning;
- LLMs and Foundation Models;

Papers should be formatted according to the same guidelines for the main AAAI 2025 conference papers and submitted online through Openreview .

All deadlines are at 23:59 UTC-12:00 ("anywhere on Earth").

Invited talks and selected papers are invited to extend to a book chapter published by World-Scientific in the beginning of 2026.