Advances on machine learning of graphs, covering the reading list of recent top academic conferences.

[AAAI-2025] This repository contains MAPF-GPT, a deep learning-based model for solving MAPF problems. Trained with imitation learning on trajectories produced by LaCAM, it generates actions under partial observability without heuristics or agent communication. MAPF-GPT excels on unseen instances and outperforms learnable state-of-the-art solvers

(AAAI 2025) TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers

Pixel-Level Visual Entity Linking Dataset. Dataset release page for Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking (AAAI 2025)