715 citations · 2.4k across the 28 of their papers we have counts for
28 papers
Unveiling the Importance of Nonshortest Paths in Quantum Networks
Xinqi Hu, Gaogao Dong, Kim Christensen +7
Quantum networks (QNs) exhibit stronger connectivity than predicted by classical percolation, yet the origin of this phenomenon remains unexplored. We apply a statistical physics m…
Generalized dimension reduction approach for heterogeneous networked systems with time-delay
Cheng Ma, Gyorgy Korniss, Boleslaw K. Szymanski +1
Networks of interconnected agents are essential to study complex networked systems' state evolution, stability, resilience, and control. Nevertheless, the high dimensionality and n…
Bullwhip Effect of Supply Networks: Joint Impact of Network Structure and Market Demand
Jin-Zhu Yü, Chencheng Cai, Jianxi Gao
The progressive amplification of fluctuations in demand as the demand travels upstream the supply chains is known as the bullwhip effect. We first analytically characterize the bul…
Reconstructing Sparse Multiplex Networks with Application to Covert Networks
Jin-Zhu Yu, Mincheng Wu, Gisela Bichler +2
Network structure provides critical information for understanding the dynamic behavior of networks. However, the complete structure of real-world networks is often unavailable, thu…
Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics
Chunheng Jiang, Tejaswini Pedapati, Pin-Yu Chen +2
Efficient model selection for identifying a suitable pre-trained neural network to a downstream task is a fundamental yet challenging task in deep learning. Current practice requir…
Network Graph Based Neural Architecture Search
Zhenhan Huang, Chunheng Jiang, Pin-Yu Chen +1
Neural architecture search enables automation of architecture design. Despite its success, it is computationally costly and does not provide an insight on how to design a desirable…