Traffic Engineering in SDN/OSPF Hybrid Network. - Yingya Guo; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu (ICNP, 2014)

Adjustable Piecewise Entropy for network traffic anomaly detection. - Geng Tian; Zhiliang Wang; Xia Yin 001; Zimu Li; Xingang Shi; Ziyi Lu; Chao Zhou; Yingya Guo (INFOCOM Workshops, 2015)

Incremental deployment for traffic engineering in hybrid SDN network. - Yingya Guo; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu; Han Zhang 009 (IPCCC, 2015)

Mining network traffic anomaly based on adjustable piecewise entropy. - Geng Tian; Zhiliang Wang; Xia Yin 001; Zimu Li; Xingang Shi; Ziyi Lu; Chao Zhou; Yang Yu; Yingya Guo (IWQoS, 2015)

FDRC - Flow duration time based rate control in data center networks. - Han Zhang 009; Xingang Shi; Xia Yin 001; Zhiliang Wang; Yingya Guo (IWQoS, 2016)

Optimize Routing in Hybrid SDN Network with Changing Traffic. - Yingya Guo; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu (ICCCN, 2017)

Joint Optimization of Task Placement and Routing in Minimizing Inter-DC Coflow Completion Time. - Yingya Guo; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu (ICCCN, 2017)

Joint source selection and transfer optimization for erasure coding storage system. - Han Zhang 009; Xingang Shi; Yingya Guo; Haijun Geng; Zhiliang Wang; Xia Yin 001 (IPCCC, 2017)

CEFF: An efficient approach for traffic anomaly detection and classification. - Geng Tian; Zhiliang Wang; Xia Yin 001; Jun Chen; Xingang Shi; Chao Zhou; Zimu Li; Yingya Guo (ISCC, 2017)

Traffic engineering in hybrid SDN networks with multiple traffic matrices. - Yingya Guo; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu (Comput. Networks, 2017)

More load, more differentiation - Let more flows finish before deadline in data center networks. - Han Zhang 009; Xingang Shi; Yingya Guo; Zhiliang Wang; Xia Yin 001 (Comput. Networks, 2017)

Efficient network configuration verification using optimized datalog. - Yahui Li; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jianping Wu; Jiangyuan Yao; Yingya Guo (INFOCOM Workshops, 2018)

Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering. - Zhifeng Liu; Zhiliang Wang; Xia Yin 001; Xingang Shi; Yingya Guo; Ying Tian (ISCC, 2019)

SOTE: Traffic engineering in hybrid software defined networks. - Yingya Guo; Zhiliang Wang; Zhifeng Liu; Xia Yin 001; Xingang Shi; Jianping Wu; Yang Xu 010; H. Jonathan Chao (Comput. Networks, 2019)

Joint optimization of tasks placement and routing to minimize Coflow Completion Time. - Yingya Guo; Zhiliang Wang; Han Zhang 009; Xia Yin 001; Xingang Shi; Jianping Wu (J. Netw. Comput. Appl., 2019)

Congestion avoidance transmission mechanism based on two-dimensional forwarding. - Wenlong Chen; Heyang Chen; Zhiliang Wang; Chengan Zhao; Mingwei Xu; Ke Xu 002; Yingya Guo (Future Gener. Comput. Syst., 2020)

Traffic Engineering in Partially Deployed Segment Routing Over IPv6 Network With Deep Reinforcement Learning. - Ying Tian; Zhiliang Wang; Xia Yin 001; Xingang Shi; Yingya Guo; Haijun Geng; Jiahai Yang 001 (IEEE/ACM Trans. Netw., 2020)

Traffic Engineering with Segment Routing Considering Probabilistic Failures. - Ying Tian; Zhiliang Wang; Xia Yin 001; Xingang Shi; Jiahai Yang 001; Han Zhang 009; Yingya Guo; Haijun Geng (CNSM, 2021)

Boosting bandwidth availability over inter-DC WAN. - Han Zhang 009; Xingang Shi; Xia Yin 001; Jilong Wang 001; Zhiliang Wang; Yingya Guo; Tian Lan 001 (CoNEXT, 2021)

Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds. - Huan Luo 001; Quan Zheng; Lina Fang; Yingya Guo; Wenzhong Guo; Cheng Wang 003; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Routing optimization with path cardinality constraints in a hybrid SDN. - Yingya Guo; Huan Luo 001; Zhiliang Wang; Xia Yin 001; Jianping Wu (Comput. Commun., 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)

Traffic Engineering in Hybrid Software Defined Network via Reinforcement Learning. - Yingya Guo; Weipeng Wang; Han Zhang 009; Wenzhong Guo; Zhiliang Wang; Ying Tian; Xia Yin 001; Jianping Wu (J. Netw. Comput. Appl., 2021)

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 (HPSR, 2022)

CL-ETC: A Contrastive Learning Method for Encrypted Traffic Classification. - Ziyi Zhao; Yingya Guo; Jessie Hui Wang; Haibo Wang 004; Chengyuan Zhang; Changqing An (IFIP Networking, 2022)

An intensity-enhanced method for handling mobile laser scanning point clouds. - Lina Fang; Hao Chen; Huan Luo 001; Yingya Guo; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Multi-view fuzzy clustering of deep random walk and sparse low-rank embedding. - Shiping Wang; Shunxin Xiao; William Zhu 001; Yingya Guo (Inf. Sci., 2022)

Traffic Engineering in a Shared Inter-DC WAN via Deep Reinforcement Learning. - Yingya Guo; Yulong Ma; Huan Luo 001; Jianping Wu (IEEE Trans. Netw. Sci. Eng., 2022)

Improve the Energy Efficiency of Datacenters With the Awareness of Workload Variability. - Cheng Hu 004; Yingya Guo; Yuhui Deng; Longya Lang (IEEE Trans. Netw. Serv. Manag., 2022)

Network Traffic Prediction with Attention-based Spatial-Temporal Graph Network. - Yufei Peng; Yingya Guo; Run Hao; Junda Lin (HPSR, 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 005 (CoRR, 2023)

FEAT: A Federated Approach for Privacy-Preserving Network Traffic Classification in Heterogeneous Environments. - Yingya Guo; Dan Wang 002 (IEEE Internet Things J., 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., 2023)

Achieving High Availability in Inter-DC WAN Traffic Engineering. - Han Zhang 009; Xia Yin 001; Xingang Shi; Jilong Wang 001; Zhiliang Wang; Yingya Guo; Tian Lan 001; Yahui Li; Yongqing Zhu; Ke Ruan; Haijun Geng (IEEE/ACM Trans. Netw., 2023)

Network traffic prediction with Attention-based Spatial-Temporal Graph Network. - Yufei Peng; Yingya Guo; Run Hao; Chengzhe Xu (Comput. Networks, 2024)

TITE: A transformer-based deep reinforcement learning approach for traffic engineering in hybrid SDN with dynamic traffic. - Bin Lin; Yingya Guo; Huan Luo 001; Mingjie Ding (Future Gener. Comput. Syst., 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 001 (J. Netw. Comput. Appl., 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 001 (J. Netw. Comput. Appl., 2024)

Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels. - Siping Shi; Yingya Guo; Dan Wang 002; Yifei Zhu 001; Zhu Han 001 (IEEE Trans. Mob. Comput., 2024)

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework. - Yingya Guo; Bin Lin; Qi Tang; Yulong Ma; Huan Luo 001; Han Tian; Kai Chen 005 (IEEE Trans. Netw. Serv. Manag., 2024)

DRLO: Optimizing edge server placement in dynamic MEC scenarios using deep reinforcement learning. - Yingya Guo; Cen Chen (Comput. Networks, 2025)

PROM: A persistent routing optimization method based on supervised learning. - Yingya Guo; Zebo Huang; Mingjie Ding; Bin Lin; Huan Luo 001 (J. Netw. Comput. Appl., 2025)

FRRL: A reinforcement learning approach for link failure recovery in a hybrid SDN. - Yulong Ma; Yingya Guo; Ruiyu Yang; Huan Luo 001 (J. Netw. Comput. Appl., 2025)

Network traffic feature representation with contrastive learning for traffic engineering in hybrid software defined networks. - Weihong Zhou; Ruiyu Yang; Yingya Guo; Huan Luo 001 (J. Netw. Comput. Appl., 2025)