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Machine Learning for Networking: Workflow, Advances and Opportunities

IEEE network, 2018-03, Vol.32 (2), p.92-99

2018

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Traffic-Aware Virtual Machine Migration in Topology-Adaptive DCN

IEEE/ACM transactions on networking, 2017-12, Vol.25 (6), p.3427-3440

2017

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Downregulation of B3GNT6 is a predictor of poor outcomes in patients with colorectal cancer

World journal of surgical oncology, 2022-04, Vol.20 (1), p.110-110, Article 110

2022

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Data Centers as Software Defined Networks: Traffic Redundancy Elimination with Wireless Cards at Routers

IEEE journal on selected areas in communications, 2013-12, Vol.31 (12), p.2658-2672

2013

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Prognostic relevance of neuroendocrine differentiation in colorectal cancer: a population-based, propensity score matching study

International journal of colorectal disease, 2020-12, Vol.35 (12), p.2185-2195

2020

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Is Machine Learning Ready for Traffic Engineering Optimization?

2021 IEEE 29th International Conference on Network Protocols (ICNP), 2021, p.1-11

2021

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LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m6A modification in triple‐negative breast cancer

Clinical and translational medicine, 2024-02, Vol.14 (2), p.n/a

2024

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Traffic-aware virtual machine migration in topology-adaptive DCN

2016 IEEE 24th International Conference on Network Protocols (ICNP), 2016, p.1-10

2016

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Performance-aware energy optimization on mobile devices in cellular network

IEEE INFOCOM 2014 - IEEE Conference on Computer Communications, 2014, p.1123-1131

2014

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RouteNet-Fermi: Network Modeling With Graph Neural Networks

IEEE/ACM transactions on networking, 2023-12, Vol.31 (6), p.1-0

2023

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ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning

Computer networks (Amsterdam, Netherlands : 1999), 2022-09, Vol.214, p.109166, Article 109166

2022

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IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems

IEEE network, 2021-11, Vol.35 (6), p.171-177

2021

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Flotillin‐1 is a prognostic biomarker for glioblastoma and promotes cancer development through enhancing invasion and altering tumour microenvironment

Journal of cellular and molecular medicine, 2023-02, Vol.27 (3), p.392-402

2023

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Nomogram predicting cancer-specific survival in elderly patients with stages I-III colon cancer

Scandinavian journal of gastroenterology, 2020-02, Vol.55 (2), p.202-208

2020

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Building a Digital Twin for network optimization using Graph Neural Networks

Computer networks (Amsterdam, Netherlands : 1999), 2022-11, Vol.217, p.109329, Article 109329

2022

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Cost-Efficient Scheduling of Bulk Transfers in Inter-Datacenter WANs

IEEE/ACM transactions on networking, 2019-10, Vol.27 (5), p.1973-1986

2019

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Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

IEEE network, 2023-05, Vol.37 (3), p.146-153

2023

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Driving Forces and Their Effects on Water Conservation Services in Forest Ecosystems in China

Chinese geographical science, 2017-04, Vol.27 (2), p.216-228

2017

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Learning Traffic Encoding Matrices for Delay-Aware Traffic Engineering in SD-WANs

NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 2022, p.1-9

2022

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Diamond: Nesting the Data Center Network With Wireless Rings in 3-D Space

IEEE/ACM transactions on networking, 2018-02, Vol.26 (1), p.145-160

2018

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FLOT1 promotes gastric cancer progression and metastasis through BCAR1/ERK signaling

International journal of biological sciences, 2023-01, Vol.19 (16), p.5104-5119

2023

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LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m 6 A modification in triple-negative breast cancer

Clinical and translational medicine, 2024-02, Vol.14 (2), p.e1583

2024

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Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning

Proceedings of the ACM on measurement and analysis of computing systems, 2018-06, Vol.2 (2), p.1-25

2018

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LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m6 A modification in triple-negative breast cancer

Clinical and translational medicine, 2024-02, Vol.14 (2), p.e1583-e1583

2024

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Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies

NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 2022, p.1-5

2022

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Machine Learning for Networking: Workflow, Advances and Opportunities

Traffic-Aware Virtual Machine Migration in Topology-Adaptive DCN

Downregulation of B3GNT6 is a predictor of poor outcomes in patients with colorectal cancer

Data Centers as Software Defined Networks: Traffic Redundancy Elimination with Wireless Cards at Routers

Prognostic relevance of neuroendocrine differentiation in colorectal cancer: a population-based, propensity score matching study

Is Machine Learning Ready for Traffic Engineering Optimization?

LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m6A modification in triple‐negative breast cancer

Traffic-aware virtual machine migration in topology-adaptive DCN

Performance-aware energy optimization on mobile devices in cellular network

RouteNet-Fermi: Network Modeling With Graph Neural Networks

ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning

IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems

Flotillin‐1 is a prognostic biomarker for glioblastoma and promotes cancer development through enhancing invasion and altering tumour microenvironment

Nomogram predicting cancer-specific survival in elderly patients with stages I-III colon cancer

Building a Digital Twin for network optimization using Graph Neural Networks

Cost-Efficient Scheduling of Bulk Transfers in Inter-Datacenter WANs

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

Driving Forces and Their Effects on Water Conservation Services in Forest Ecosystems in China

Learning Traffic Encoding Matrices for Delay-Aware Traffic Engineering in SD-WANs

Diamond: Nesting the Data Center Network With Wireless Rings in 3-D Space

FLOT1 promotes gastric cancer progression and metastasis through BCAR1/ERK signaling

LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m 6 A modification in triple-negative breast cancer

Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning

LRPPRC promotes glycolysis by stabilising LDHA mRNA and its knockdown plus glutamine inhibitor induces synthetic lethality via m6 A modification in triple-negative breast cancer

Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies

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