Author

Tingting Dan

3 papers indexed here

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Open access Aug 2026

From connectivity to insight: A graph neural network–large language model synergy for scholar–topic recommendation

Research topic selection is a pivotal decision in a scholar’s academic trajectory, yet identifying viable topics remains challenging due to information overload within academic literature. To address these challenges, we propose a novel graph neural network–large language model synergy framework that systematically int...

Chao-Guang Huo, Zhao-Hui Liu, Ting-Ting Dan · Journal of information scien... · 0 citations

Preprint Aug 2026

MnemoDyn: Learning Resting State Dynamics from 40K FMRI sequences

We present a dynamical-systems based model for resting-state functional magnetic resonance imaging (rs-fMRI), trained on a dataset of roughly 40K rs-fMRI sequences covering a wide variety of public and available-by-permission datasets. While most existing proposals use transformer backbones, we utilize multi-resolution...

Sourav Pal, V. Lương, Hoseok Lee et al. · 1 citation

#artificial intelligence Preprint Aug 2026

RCShift: Certifying When Partial Linkage Suffices for Finite-Sample Decisions

This work introduces RCShift, which certifies two routes to sufficiency under a declared observation contract, and exact mode characterizes minimum-cost family-exact storage through LR-visible cycle directions through LR-visible cycle directions.

Shu-Heng Cao, Rui-Qi Chen, Zhen-Hao Zhang et al. · 0 citations