3 papers
cs.LG2024
LLM Online Spatial-temporal Signal Reconstruction Under Noise
Yi Yan, Dayu Qin, Ercan Engin Kuruoglu
This work introduces the LLM Online Spatial-temporal Reconstruction (LLM-OSR) framework, which integrates Graph Signal Processing (GSP) and Large Language Models (LLMs) for online…
q-bio.NC2024
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder
Yuzhe Chen, Dayu Qin, Ercan Engin Kuruoglu
Autism Spectrum Disorder (ASD) is a prevalent neurological disorder. However, the multi-faceted symptoms and large individual differences among ASD patients are hindering the diagn…
q-bio.QM2024
Exploring Neurofunctional Phase Transition Patterns in Autism Spectrum Disorder: A Thermodynamics Parameters Analysis Approach
Dayu Qin, Yuzhe Chen, Ercan Engin Kuruoglu
Designing network parameters that can effectively represent complex networks is of significant importance for the analysis of time-varying complex networks. This paper introduces a…