Yingya Guo

According to our database, Yingya Guo authored at least 39 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels.

Siping Shi, Yingya Guo, Dan Wang, Yifei Zhu, Zhu Han

IEEE Trans. Mob. Comput., May, 2024

MATE: A multi-agent reinforcement learning approach for Traffic Engineering in Hybrid Software Defined Networks.

Yingya Guo, Mingjie Ding, Weihong Zhou, Bin Lin, Cen Chen, Huan Luo

J. Netw. Comput. Appl., 2024

GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning.

Mingjie Ding, Yingya Guo, Zebo Huang, Bin Lin, Huan Luo

J. Netw. Comput. Appl., 2024

TITE: A transformer-based deep reinforcement learning approach for traffic engineering in hybrid SDN with dynamic traffic.

Bin Lin, Yingya Guo, Huan Luo, Mingjie Ding

Future Gener. Comput. Syst., 2024

Network traffic prediction with Attention-based Spatial-Temporal Graph Network.

Yufei Peng, Yingya Guo, Run Hao, Chengzhe Xu

Comput. Networks, 2024

2023

Achieving High Availability in Inter-DC WAN Traffic Engineering.

Han Zhang, Xia Yin, Xingang Shi, Jilong Wang, Zhiliang Wang, Yingya Guo, Tian Lan, Yahui Li, Yongqing Zhu, Ke Ruan, Haijun Geng

IEEE/ACM Trans. Netw., December, 2023

Capturing spatial-temporal correlations with Attention based Graph Convolutional Network for network traffic prediction.

Yingya Guo, Yufei Peng, Run Hao, Xiang Tang

J. Netw. Comput. Appl., November, 2023

FEAT: A Federated Approach for Privacy-Preserving Network Traffic Classification in Heterogeneous Environments.

Yingya Guo, Dan Wang

IEEE Internet Things J., January, 2023

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework.

Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen

CoRR, 2023

Network Traffic Prediction with Attention-based Spatial-Temporal Graph Network.

Yufei Peng, Yingya Guo, Run Hao, Junda Lin

Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

2022

Improve the Energy Efficiency of Datacenters With the Awareness of Workload Variability.

Cheng Hu, Yingya Guo, Yuhui Deng, Longya Lang

IEEE Trans. Netw. Serv. Manag., 2022

Traffic Engineering in a Shared Inter-DC WAN via Deep Reinforcement Learning.

Yingya Guo, Yulong Ma, Huan Luo, Jianping Wu

IEEE Trans. Netw. Sci. Eng., 2022

Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding.

Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo

Inf. Sci., 2022

An intensity-enhanced method for handling mobile laser scanning point clouds.

Lina Fang, Hao Chen, Huan Luo, Yingya Guo, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

CL-ETC: A Contrastive Learning Method for Encrypted Traffic Classification.

Ziyi Zhao, Yingya Guo, Jessie Hui Wang, Haibo Wang, Chengyuan Zhang, Changqing An

Proceedings of the IFIP Networking Conference, 2022

A Deep Reinforcement Learning Approach for Deploying SDN Switches in ISP Networks from the Perspective of Traffic Engineering.

Yingya Guo, Jianshan Chen, Kai Huang, Jianping Wu

Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022

2021

Traffic Engineering in Hybrid Software Defined Network via Reinforcement Learning.

Yingya Guo, Weipeng Wang, Han Zhang, Wenzhong Guo, Zhiliang Wang, Ying Tian, Xia Yin, Jianping Wu

J. Netw. Comput. Appl., 2021

An intelligent scheme for big data recovery in Internet of Things based on Multi-Attribute assistance and Extremely randomized trees.

Hongju Cheng, Yushi Shi, Leihuo Wu, Yingya Guo, Naixue Xiong

Inf. Sci., 2021

Routing optimization with path cardinality constraints in a hybrid SDN.

Yingya Guo, Huan Luo, Zhiliang Wang, Xia Yin, Jianping Wu

Comput. Commun., 2021

Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds.

Huan Luo, Quan Zheng, Lina Fang, Yingya Guo, Wenzhong Guo, Cheng Wang, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

Boosting bandwidth availability over inter-DC WAN.

Han Zhang, Xingang Shi, Xia Yin, Jilong Wang, Zhiliang Wang, Yingya Guo, Tian Lan

Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021

Traffic Engineering with Segment Routing Considering Probabilistic Failures.

Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Jiahai Yang, Han Zhang, Yingya Guo, Haijun Geng

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Traffic Engineering in Partially Deployed Segment Routing Over IPv6 Network With Deep Reinforcement Learning.

Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Yingya Guo, Haijun Geng, Jiahai Yang

IEEE/ACM Trans. Netw., 2020

Congestion avoidance transmission mechanism based on two-dimensional forwarding.

Wenlong Chen, Heyang Chen, Zhiliang Wang, Chengan Zhao, Mingwei Xu, Ke Xu, Yingya Guo

Future Gener. Comput. Syst., 2020

2019

Joint optimization of tasks placement and routing to minimize Coflow Completion Time.

Yingya Guo, Zhiliang Wang, Han Zhang, Xia Yin, Xingang Shi, Jianping Wu

J. Netw. Comput. Appl., 2019

SOTE: Traffic engineering in hybrid software defined networks.

Yingya Guo, Zhiliang Wang, Zhifeng Liu, Xia Yin, Xingang Shi, Jianping Wu, Yang Xu, H. Jonathan Chao

Comput. Networks, 2019

Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering.

Zhifeng Liu, Zhiliang Wang, Xia Yin, Xingang Shi, Yingya Guo, Ying Tian

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2018

Efficient network configuration verification using optimized datalog.

Yahui Li, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu, Jiangyuan Yao, Yingya Guo

Proceedings of the IEEE INFOCOM 2018, 2018

2017

More load, more differentiation - Let more flows finish before deadline in data center networks.

Han Zhang, Xingang Shi, Yingya Guo, Zhiliang Wang, Xia Yin

Comput. Networks, 2017

Traffic engineering in hybrid SDN networks with multiple traffic matrices.

Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu

Comput. Networks, 2017

CEFF: An efficient approach for traffic anomaly detection and classification.

Geng Tian, Zhiliang Wang, Xia Yin, Jun Chen, Xingang Shi, Chao Zhou, Zimu Li, Yingya Guo

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Joint source selection and transfer optimization for erasure coding storage system.

Han Zhang, Xingang Shi, Yingya Guo, Haijun Geng, Zhiliang Wang, Xia Yin

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Joint Optimization of Task Placement and Routing in Minimizing Inter-DC Coflow Completion Time.

Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Optimize Routing in Hybrid SDN Network with Changing Traffic.

Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2016

FDRC - Flow duration time based rate control in data center networks.

Han Zhang, Xingang Shi, Xia Yin, Zhiliang Wang, Yingya Guo

Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

2015

Mining network traffic anomaly based on adjustable piecewise entropy.

Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yang Yu, Yingya Guo

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Incremental deployment for traffic engineering in hybrid SDN network.

Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu, Han Zhang

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Adjustable Piecewise Entropy for network traffic anomaly detection.

Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yingya Guo

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

2014

Traffic Engineering in SDN/OSPF Hybrid Network.

Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu

Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014