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cs.LG2024
GSpect: Spectral Filtering for Cross-Scale Graph Classification
Xiaoyu Zhang, Wenchuan Yang, Jiawei Feng +3
Identifying structures in common forms the basis for networked systems design and optimization. However, real structures represented by graphs are often of varying sizes, leading t…
cs.SI2024
Modeling Supply Chain Interaction and Disruption: Insights from Real-world Data and Complex Adaptive System
Jiawei Feng, Mengsi Cai, Fangze Dai +4
In the rapidly evolving automotive industry, Systems-on-Chips (SoCs) are playing an increasingly crucial role in enhancing vehicle intelligence, connectivity, and safety features.…
q-bio.NC2024
Network Structure Governs Drosophila Brain Functionality
Xiaoyu Zhang, Pengcheng Yang, Jiawei Feng +3
How intelligence emerges from living beings has been a fundamental question in neuroscience. However, it remains largely unanswered due to the complex neuronal dynamics and intrica…