most citedRethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help

7 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing q-bio.NCShow all

2 papers · 1 filter

q-bio.NC2026

Rethinking World Models for Biosignals

Xianglong Bao, Bosong Huang, Xiaoda Wang +4

World models promise to learn how systems evolve and respond to actions, enabling simulation, planning and decision-making. Bringing this promise to biosignals requires more than a…

q-bio.NC2026

A Benchmark Analysis of Graph and Non-Graph Methods for Caenorhabditis Elegans Neuron Classification

Jingqi Lu, Keqi Han, Yun Wang +2

This study establishes a benchmark for Caenorhabditis elegans neuron classification, comparing four graph methods (GCN, GraphSAGE, GAT, GraphTransformer) against four non-graph met…