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01/10/2023
CageCoach: Sharing-Oriented Redaction-Capable Distributed Cryptographic File System
The modern data economy is built on sharing data. However, sharing data ...
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07/19/2022
A Multiple-Entanglement Routing Framework for Quantum Networks
Quantum networks are gaining momentum in finding applications in a wide ...
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11/16/2021
CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing
As mobile networks proliferate, we are experiencing a strong diversifica...
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10/02/2020
f-GAIL: Learning f-Divergence for Generative Adversarial Imitation Learning
Imitation learning (IL) aims to learn a policy from expert demonstration...
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09/01/2020
A Novel Software-based Multi-path RDMA Solutionfor Data Center Networks
In this paper we propose Virtuoso, a purely software-based multi-path RD...
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05/31/2020
Modeling Personalized Item Frequency Information for Next-basket Recommendation
Next-basket recommendation (NBR) is prevalent in e-commerce and retail i...
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01/31/2020
Physics-Guided Deep Neural Networks for PowerFlow Analysis
Solving power flow (PF) equations is the basis of power flow analysis, w...
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09/22/2019
Deep Universal Graph Embedding Neural Network
Learning powerful data embeddings has become a center piece in machine l...
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09/17/2019
A First Look at Commercial 5G Performance on Smartphones
We conduct to our knowledge a first measurement study of commercial 5G p...
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09/17/2019
A First Measurement Study of Commercial mmWave 5G Performance on Smartphones
We conduct to our knowledge a first measurement study of commercial mmWa...
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05/10/2019
RetroFlow: Maintaining Control Resiliency and Flow Programmability for Software-Defined WANs
Providing resilient network control is a critical concern for deploying ...
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05/03/2019
Stability and Generalization of Graph Convolutional Neural Networks
Inspired by convolutional neural networks on 1D and 2D data, graph convo...
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03/22/2019
Joint Switch Upgrade and Controller Deployment in Hybrid Software-Defined Networks
To improve traffic management ability, Internet Service Providers (ISPs)...
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10/29/2018
R-BBG_2: Recursive Bipartition of Bi-connected Graphs
Given an undirected graph G(V, E), it is well known that partitioning a ...
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10/27/2018
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability
Internet-of-Things (IoT) envisions an intelligent infrastructure of netw...
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06/16/2018
Fast Distance Sensitivity Oracle for Multiple Failures
When a network is prone to failures, it is very expensive to compute the...
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06/16/2018
Avoidance Markov Metrics and Node Pivotality Ranking
We introduce the avoidance Markov metrics and theories which provide mor...
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05/21/2018
Graph Capsule Convolutional Neural Networks
Graph Convolutional Neural Networks (GCNNs) are the most recent exciting...
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01/25/2018
Random Walk Fundamental Tensor and its Applications to Network Analysis
We first present a comprehensive review of various random walk metrics u...
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10/31/2017