3 papers
cs.CL2025
Augmenting Bias Detection in LLMs Using Topological Data Analysis
Keshav Varadarajan, Tananun Songdechakraiwut
Recently, many bias detection methods have been proposed to determine the level of bias a large language model captures. However, tests to identify which parts of a large language…
q-bio.NC2025
Data-Efficient Neural Training with Dynamic Connectomes
Yutong Wu, Peilin He, Tananun Songdechakraiwut
The study of dynamic functional connectomes has provided valuable insights into how patterns of brain activity change over time. Neural networks process information through artific…
cs.NE2025
Functional Connectivity Graph Neural Networks
Yang Li, Luopeiwen Yi, Tananun Songdechakraiwut
Real-world networks often benefit from capturing both local and global interactions. Inspired by multi-modal analysis in brain imaging, where structural and functional connectivity…