Guorui Xie

Orcid: 0000-0001-7532-9116

According to our database1, Guorui Xie authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation.
IEEE/ACM Trans. Netw., February, 2024

Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search.
IEEE Trans. Computers, February, 2024

2023
Pontus: Finding Waves in Data Streams.
Proc. ACM Manag. Data, 2023

Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

In-Forest: Distributed In-Network Classification with Ensemble Models.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023

Efficient Flow Recording with InheritSketch on Programmable Switches.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022
Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches.
Proceedings of the 41st International Symposium on Reliable Distributed Systems, 2022

Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation.
Proceedings of the IEEE INFOCOM 2022, 2022

2021
Self-attentive deep learning method for online traffic classification and its interpretability.
Comput. Networks, 2021

2020
SAM: Self-Attention based Deep Learning Method for Online Traffic Classification.
Proceedings of the 2020 Workshop on Network Meets AI & ML, 2020


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