Waixi Liu

41 papers B 1C 1Misc 2Journal 25Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive gradient sparsification with layer and stage-wise for accelerating distributed DNN training.
Comput. Networks
Waixi Liu, Jun Cai, Yue Yin, Zhen-Xin Zhang, Kongyang Chen, Jian-Tao Fu, Wen-Li Shang
2026 J jnl
DRL-BM: Intelligent buffer management in data center network.
Comput. Networks
Waixi Liu, Xin-Jian Zhong, Zhen-Xin Zhang, Jun Cai, Wen-Li Shang, Yong Ding, Zhiquan Liu, Chao-Xuan Zheng, Zhen-zheng Guo
2025 J jnl
Resilient task offloading in integrated satellite-terrestrial networks with mobility-induced variability.
Digit. Commun. Networks
Kongyang Chen, Guomin Liang, Hongfa Zhang, Waixi Liu, Jiaxing Shen
2024 J jnl
Machine Unlearning in Large Language Models.
CoRR
Kongyang Chen, Zixin Wang, Bing Mi, Waixi Liu, Shaowei Wang, Xiaojun Ren, Jiaxing Shen
2024 J jnl
QALL: Distributed Queue-Behavior-Aware Load Balancing Using Programmable Data Planes.
IEEE Trans. Netw. Serv. Manag.
Waixi Liu, Jun Cai, Sen Ling, Jian-Yu Zhang, Qingchun Chen
2023 — conf
CL-SGD: Efficient Communication by Clustering and Local-SGD for Distributed Machine Learning.
ICC
Haosen Chen, Waixi Liu, Miaoquan Tan, Junming Luo
2023 J jnl
Load balancing inside programmable data planes based on network modeling prediction using a GNN with network behaviors.
Comput. Networks
Waixi Liu, Jun Cai, Yinghao Zhu, Junming Luo, Jin Li
2023 J jnl
Programmable Data Plane Intelligence: Advances, Opportunities, and Challenges.
IEEE Netw.
Waixi Liu, Cong Liang, Yong Cui, Jun Cai, Jun-Ming Luo
2022 J jnl
Adaptive synchronous strategy for distributed machine learning.
Int. J. Intell. Syst.
Miaoquan Tan, Waixi Liu, Junming Luo, Haosen Chen, Zhenzheng Guo
2022 — conf
Binary Neural Network with P4 on Programmable Data Plane.
MSN
Junming Luo, Waixi Liu, Miaoquan Tan, Haosen Chen
2022 J jnl
DRL-PLink: Deep Reinforcement Learning With Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks.
IEEE Trans. Netw. Serv. Manag.
Waixi Liu, Jinjie Lu, Jun Cai, Yinghao Zhu, Sen Ling, Qingchun Chen
2022 J jnl
Deep Learning Approach for Sensor Data Prediction and Sensor Fault Diagnosis in Wind Turbine Blade.
IEEE Access
Waixi Liu, Rui-Peng Yin, Ping-Yu Zhu
2022 — conf
Network Modeling Based on GNN and Network Behaviors.
ICCCS
Yinghao Zhu, Waixi Liu, Sen Ling, Junming Luo
2021 J jnl
APPM: Adaptive Parallel Processing Mechanism for Service Function Chains.
IEEE Trans. Netw. Serv. Manag.
Jun Cai, Zhongwei Huang, Liping Liao, Jianzhen Luo, Waixi Liu
2021 J jnl
DRL-R: Deep reinforcement learning approach for intelligent routing in software-defined data-center networks.
J. Netw. Comput. Appl.
Waixi Liu, Jun Cai, Qing Chun Chen, Yu Wang
2021 — conf
FullSight: Towards Scalable, High-Coverage, and Fine-grained Network Telemetry.
MSN
Sen Ling, Waixi Liu, Yinghao Zhu, Miaoquan Tan, Jieming Huang, Zhenzheng Guo, Wen-Hong Lin
2021 J jnl
MAC Layer Energy Consumption and Routing Protocol Optimization Algorithm for Mobile Ad Hoc Networks.
Complex.
Yaohua Chen, Waixi Liu
2021 B conf
Network Telemetry by Observing and Recording on Programmable Data Plane.
Networking
Wen-Hong Lin, Waixi Liu, Gui-Feng Chen, Song Wu, Jin-Jiang Fu, Xing Liang, Sen Ling, Zhitao Chen
2020 J jnl
AAMcon: an adaptively distributed SDN controller in data center networks.
Frontiers Comput. Sci.
Waixi Liu, Yu Wang, Jie Zhang, Hongjian Liao, Zhong-Wei Liang, Xiaochu Liu
2020 J jnl
Fine-grained flow classification using deep learning for software defined data center networks.
J. Netw. Comput. Appl.
Waixi Liu, Jun Cai, Yu Wang, Qing Chun Chen, Jia-Qi Zeng
2020 — conf
Scheduling mix-flow in SD-DCN based on Deep Reinforcement Learning with Private Link.
MSN
Jinjie Lu, Waixi Liu, Yinghao Zhu, Sen Ling, Zhitao Chen, Jiaqi Zeng
2019 C conf
Intelligent Routing based on Deep Reinforcement Learning in Software-Defined Data-Center Networks.
ISCC
Waixi Liu
2019 J jnl
Mix-flow scheduling using deep reinforcement learning for software-defined data-center networks.
Internet Technol. Lett.
Waixi Liu, Jun Cai, Yu Wang, Qing Chun Chen, Dong Tang
2019 J jnl
Statistical network protocol identification with unknown pattern extraction.
Ann. des Télécommunications
Yu Wang, Hanxiao Xue, Yang Liu, Waixi Liu
2018 J jnl
A fog-based privacy-preserving approach for distributed signature-based intrusion detection.
J. Parallel Distributed Comput.
Yu Wang, Weizhi Meng, Wenjuan Li, Jin Li, Waixi Liu, Yang Xiang
2018 J jnl
COD: caching on demand in information-centric networking.
Telecommun. Syst.
Waixi Liu, Jin Li, Jun Cai, Yu Wang, Xiao-Chu Liu, Shun-Zheng Yu
2018 J jnl
Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN.
IEEE Access
Waixi Liu, Jie Zhang, Zhong-Wei Liang, Ling-Xi Peng, Jun Cai
2017 — conf
Functional Link Artificial Neural Network with Cloud Estimation of Distribution Algorithm for Traffic Flow Forecast.
ISCID (2)
Ying Gao, Waixi Liu
2017 J jnl
Information-centric networking with built-in network coding to achieve multisource transmission at network-layer.
Comput. Networks
Waixi Liu, Shun-Zheng Yu, Guang Tan, Jun Cai
2016 J jnl
Cloud estimation of distribution algorithm with quasi-oppositional learning and preference order ranking for multi-objective optimisation.
Int. J. Grid Util. Comput.
Ying Gao, Waixi Liu
2014 Misc conf
Multi-objective cloud estimation of distribution particle swarm optimizer using maximum ranking.
ICNC
Ying Gao, Lingxi Peng, Fufang Li, Miao Liu, Waixi Liu
2013 J jnl
Archimedean copula-based estimation of distribution algorithm for multi-objective optimisation.
Int. J. Trust. Manag. Comput. Commun.
Ying Gao, Lingxi Peng, Fufang Li, Miao Liu, Waixi Liu
2013 J jnl
Caching efficiency of information-centric networking.
IET Networks
Waixi Liu, Shun-Zheng Yu, Ying Gao, Wei-Tao Wu
2013 — conf
Cloud Model-Based Multi-objective Estimation of Distribution Algorithm with Preference Order Ranking.
INCoS
Ying Gao, Waixi Liu
2013 Misc conf
Multi-objective opposition-based learning fully informed particle swarm optimizer with favour ranking.
GrC
Ying Gao, Lingxi Peng, Fufang Li, Miao Liu, Waixi Liu
2013 — conf
Multisource dissemination in content-centric networking.
NOF
Waixi Liu, Shun-Zheng Yu, Ping-Yu Zhu
2013 — conf
Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity.
ICSI (1)
Ying Gao, Lingxi Peng, Fufang Li, Miao Liu, Waixi Liu
2012 J jnl
Self-Similarity and Heavy-Tail of ICMP Traffic.
J. Comput.
Waixi Liu, Yi-er Yan, Dong Tang, Run-hua Tang
2011 — conf
Campus Monitoring Network Based on Convergence of 3G Mobile Communication and Zigbee.
ICFCE
Xiao Hu, Changhong Liu, Waixi Liu
2008 — conf
Classification of Surface EMG Signal Based on Energy Spectra Change.
BMEI (2)
Xiao Hu, Ping Yu, Qun Yu, Waixi Liu, Jian Qin
2008 — conf
Design of an IPv4/IPv6 Translator Based on SOPC Technology.
ICNSC
Waixi Liu, Run-hua Tang, Hui Li, Xiao Hu