Yingya Guo

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 35

Top Topics

Randomized Trees

Reinforcement Learning

Traffic Engineering

Anomaly Detection

Top Venues

J. Netw. Comput. Appl.

Comput. Networks

Future Gener. Comput. Syst.

IEEE/ACM Trans. Netw.

Publications

Yingya Guo, Mingjie Ding, Weihong Zhou, Bin Lin, Cen Chen, Huan Luo
MATE: A multi-agent reinforcement learning approach for Traffic Engineering in Hybrid Software Defined Networks. J. Netw. Comput. Appl. 231 (2024)
Yufei Peng, Yingya Guo, Run Hao, Chengzhe Xu
Network traffic prediction with Attention-based Spatial-Temporal Graph Network. Comput. Networks 243 (2024)
Siping Shi, Yingya Guo, Dan Wang, Yifei Zhu, Zhu Han
Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels. IEEE Trans. Mob. Comput. 23 (5) (2024)
Mingjie Ding, Yingya Guo, Zebo Huang, Bin Lin, Huan Luo
GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning. J. Netw. Comput. Appl. 229 (2024)
Bin Lin, Yingya Guo, Huan Luo, Mingjie Ding
TITE: A transformer-based deep reinforcement learning approach for traffic engineering in hybrid SDN with dynamic traffic. Future Gener. Comput. Syst. 161 (2024)
Han Zhang, Xia Yin, Xingang Shi, Jilong Wang, Zhiliang Wang, Yingya Guo, Tian Lan, Yahui Li, Yongqing Zhu, Ke Ruan, Haijun Geng
Achieving High Availability in Inter-DC WAN Traffic Engineering. IEEE/ACM Trans. Netw. 31 (6) (2023)
Yufei Peng, Yingya Guo, Run Hao, Junda Lin
Network Traffic Prediction with Attention-based Spatial-Temporal Graph Network. HPSR (2023)
Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework. CoRR (2023)
Yingya Guo, Yufei Peng, Run Hao, Xiang Tang
Capturing spatial-temporal correlations with Attention based Graph Convolutional Network for network traffic prediction. J. Netw. Comput. Appl. 220 (2023)
Yingya Guo, Dan Wang
FEAT: A Federated Approach for Privacy-Preserving Network Traffic Classification in Heterogeneous Environments. IEEE Internet Things J. 10 (2) (2023)
Yingya Guo, Yulong Ma, Huan Luo, Jianping Wu
Traffic Engineering in a Shared Inter-DC WAN via Deep Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Shiping Wang, Shunxin Xiao, William Zhu, Yingya Guo
Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. Inf. Sci. 586 (2022)
Lina Fang, Hao Chen, Huan Luo, Yingya Guo, Jonathon Li
An intensity-enhanced method for handling mobile laser scanning point clouds. Int. J. Appl. Earth Obs. Geoinformation 107 (2022)
Yingya Guo, Jianshan Chen, Kai Huang, Jianping Wu
A Deep Reinforcement Learning Approach for Deploying SDN Switches in ISP Networks from the Perspective of Traffic Engineering. HPSR (2022)
Cheng Hu, Yingya Guo, Yuhui Deng, Longya Lang
Improve the Energy Efficiency of Datacenters With the Awareness of Workload Variability. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Ziyi Zhao, Yingya Guo, Jessie Hui Wang, Haibo Wang, Chengyuan Zhang, Changqing An
CL-ETC: A Contrastive Learning Method for Encrypted Traffic Classification. IFIP Networking (2022)
Yingya Guo, Weipeng Wang, Han Zhang, Wenzhong Guo, Zhiliang Wang, Ying Tian, Xia Yin, Jianping Wu
Traffic Engineering in Hybrid Software Defined Network via Reinforcement Learning. J. Netw. Comput. Appl. 189 (2021)
Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Jiahai Yang, Han Zhang, Yingya Guo, Haijun Geng
Traffic Engineering with Segment Routing Considering Probabilistic Failures. CNSM (2021)
Hongju Cheng, Yushi Shi, Leihuo Wu, Yingya Guo, Naixue Xiong
An intelligent scheme for big data recovery in Internet of Things based on Multi-Attribute assistance and Extremely randomized trees. Inf. Sci. 557 (2021)
Huan Luo, Quan Zheng, Lina Fang, Yingya Guo, Wenzhong Guo, Cheng Wang, Jonathan Li
Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Han Zhang, Xingang Shi, Xia Yin, Jilong Wang, Zhiliang Wang, Yingya Guo, Tian Lan
Boosting bandwidth availability over inter-DC WAN. CoNEXT (2021)
Yingya Guo, Huan Luo, Zhiliang Wang, Xia Yin, Jianping Wu
Routing optimization with path cardinality constraints in a hybrid SDN. Comput. Commun. 165 (2021)
Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Yingya Guo, Haijun Geng, Jiahai Yang
Traffic Engineering in Partially Deployed Segment Routing Over IPv6 Network With Deep Reinforcement Learning. IEEE/ACM Trans. Netw. 28 (4) (2020)
Wenlong Chen, Heyang Chen, Zhiliang Wang, Chengan Zhao, Mingwei Xu, Ke Xu, Yingya Guo
Congestion avoidance transmission mechanism based on two-dimensional forwarding. Future Gener. Comput. Syst. 102 (2020)
Yingya Guo, Zhiliang Wang, Zhifeng Liu, Xia Yin, Xingang Shi, Jianping Wu, Yang Xu, H. Jonathan Chao
SOTE: Traffic engineering in hybrid software defined networks. Comput. Networks 154 (2019)
Yingya Guo, Zhiliang Wang, Han Zhang, Xia Yin, Xingang Shi, Jianping Wu
Joint optimization of tasks placement and routing to minimize Coflow Completion Time. J. Netw. Comput. Appl. 135 (2019)
Zhifeng Liu, Zhiliang Wang, Xia Yin, Xingang Shi, Yingya Guo, Ying Tian
Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering. ISCC (2019)
Yahui Li, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu, Jiangyuan Yao, Yingya Guo
Efficient network configuration verification using optimized datalog. INFOCOM Workshops (2018)
Geng Tian, Zhiliang Wang, Xia Yin, Jun Chen, Xingang Shi, Chao Zhou, Zimu Li, Yingya Guo
CEFF: An efficient approach for traffic anomaly detection and classification. ISCC (2017)
Han Zhang, Xingang Shi, Yingya Guo, Zhiliang Wang, Xia Yin
More load, more differentiation - Let more flows finish before deadline in data center networks. Comput. Networks 127 (2017)
Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu
Optimize Routing in Hybrid SDN Network with Changing Traffic. ICCCN (2017)
Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu
Joint Optimization of Task Placement and Routing in Minimizing Inter-DC Coflow Completion Time. ICCCN (2017)
Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu
Traffic engineering in hybrid SDN networks with multiple traffic matrices. Comput. Networks 126 (2017)
Han Zhang, Xingang Shi, Yingya Guo, Haijun Geng, Zhiliang Wang, Xia Yin
Joint source selection and transfer optimization for erasure coding storage system. IPCCC (2017)
Han Zhang, Xingang Shi, Xia Yin, Zhiliang Wang, Yingya Guo
FDRC - Flow duration time based rate control in data center networks. IWQoS (2016)
Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yingya Guo
Adjustable Piecewise Entropy for network traffic anomaly detection. INFOCOM Workshops (2015)
Geng Tian, Zhiliang Wang, Xia Yin, Zimu Li, Xingang Shi, Ziyi Lu, Chao Zhou, Yang Yu, Yingya Guo
Mining network traffic anomaly based on adjustable piecewise entropy. IWQoS (2015)
Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu, Han Zhang
Incremental deployment for traffic engineering in hybrid SDN network. IPCCC (2015)
Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu
Traffic Engineering in SDN/OSPF Hybrid Network. ICNP (2014)