First 4D-QSAR Study of Human Kynurenine 3 Monooxygenase (hKMO) Inhibitors: Integrating Chemical Space Networks and an Explainable Artificial Intelligence Platform for Neurodegenerative Disease Drug Discovery. [PDF]
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SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training
IEEE Real Time Technology and Applications Symposium, 2020We introduce SubFlow-a dynamic adaptation and execution strategy for a deep neural network (DNN), which enables real-time DNN inference and training.
Seulki Lee, S. Nirjon
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Beyond Distributed Subgraph Detection: Induced Subgraphs, Multicolored Problems and Graph Parameters
International Conference on Principles of Distributed Systems, 2021Subgraph detection has recently been one of the most studied problems in the CONGEST model of distributed computing. In this work, we study the distributed complexity of problems closely related to subgraph detection, mainly focusing on induced subgraph ...
Janne H. Korhonen, Amir Nikabadi
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Excluding induced subgraphs: quadrilaterals
Random Structures & Algorithms, 1991AbstractIn this note we determine the structure of “almost all” graphs not containing a quadrilateral (i.e., a cycle of length four) as an induced subgraph. In particular, it turns out that there are asymptotically twice as many graphs not containing an induced quadrilateral than there are bipartite graphs.
Prömel, Hans Jürgen, Steger, Angelika
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Efficient Ising Model Mapping for Induced Subgraph Isomorphism Problems Using Ising Machines
2019 IEEE 9th International Conference on Consumer Electronics (ICCE-Berlin), 2019Ising machines have attracted attention as they are expected to solve combinatorial optimization problems at high speed with Ising models corresponding to those problems.
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