Ao Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 94

Top Venues

CoRR

IEEE Internet Things J.

IOV

IEEE Trans. Serv. Comput.

Publications

Ao Zhou, Bin Liu, Jin Wang, Grigorios Tsoumakas
Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples. CoRR (2024)
Bin Liu, Siqi Wu, Jin Wang, Xin Deng, Ao Zhou
HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction. CoRR (2024)
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. CoRR (2024)
Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu
Architectural Implications of GNN Aggregation Programming Abstractions. IEEE Comput. Archit. Lett. 23 (1) (2024)
Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu
GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration. CoRR (2024)
Jiayi Guan, Guang Chen, Jiaming Ji, Long Yang, Ao Zhou, Zhijun Li, Changjun Jiang
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning. NeurIPS (2023)
Hongman Wang, Yingxue Li, Ao Zhou, Yan Guo, Shangguang Wang
Service migration in mobile edge computing: A deep reinforcement learning approach. Int. J. Commun. Syst. 36 (1) (2023)
Yingjie Qi, Jianlei Yang, Ao Zhou, Tong Qiao, Chunming Hu
Architectural Implications of GNN Aggregation Programming Abstractions. CoRR (2023)
Xinhao Li, Yingjie Wang, Bingyi Xie, Lingkang Meng, Zhaowei Liu, Xiangrong Tong, Ao Zhou, Zhipeng Cai
Planning-based mobile crowdsourcing bidirectional multi-stage online task assignment. Comput. Networks 233 (2023)
Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. DAC (2023)
Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. CoRR (2023)
Siyuan Feng, Xin Liu, Wenwu Zhao, Ying Yao, Ao Zhou, Xiaoxing Liu, Paulo Pereira
Key Areas of Ecological Restoration in Inner Mongolia Based on Ecosystem Vulnerability and Ecosystem Service. Remote. Sens. 14 (12) (2022)
Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang
Resource-Aware Feature Extraction in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (1) (2022)
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang
Profit-Aware Edge Server Placement. IEEE Internet Things J. 9 (1) (2022)
Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma
Cost-aware edge server placement. Int. J. Web Grid Serv. 18 (1) (2022)
Dingcheng Yang, Wenjian Yu, Xiangyun Ding, Ao Zhou, Xiaoyi Wang
DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration. Integr. 82 (2022)
Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. CoRR (2022)
Qing Li, Shangguang Wang, Ao Zhou, Xiao Ma, Fangchun Yang, Alex X. Liu
QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (1) (2022)
Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun
Tiansuan Constellation: An Open Research Platform. EDGE (2021)
Xiao Ma, Ao Zhou, Qibo Sun, Shangguang Wang
Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing. IEEE Internet Things J. 8 (16) (2021)
Shangguang Wang, Ao Zhou, Ruo Bao, Chou Wu
Towards Green Service Composition Approach in the Cloud. SERVICES (2021)
Qing Li, Shangguang Wang, Xiao Ma, Ao Zhou, Fangchun Yang
Towards Sustainable Satellite Edge Computing. EDGE (2021)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. RTAS (2021)
Yangtao Dong, Chirn Chye Boon, Kaituo Yang, Ao Zhou, Xin Ding
A Cross-Coupled Pair Regeneration Based dB-Linear Programable Gain Amplifier with THD Enhancement. ISCAS (2021)
Shangguang Wang, Yan Guo, Ning Zhang, Peng Yang, Ao Zhou, Xuemin Shen
Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 20 (3) (2021)
Yuanzhe Li, Xiao Ma, Mengwei Xu, Ao Zhou, Qibo Sun, Ning Zhang, Shangguang Wang
Joint Placement of UPF and Edge Server for 6G Network. IEEE Internet Things J. 8 (22) (2021)
Shangguang Wang, Qing Li, Mengwei Xu, Xiao Ma, Ao Zhou, Qibo Sun
Tiansuan Constellation: An Open Research Platform. CoRR (2021)
Kaituo Yang, Chirn Chye Boon, Guangyin Feng, Chenyang Li, Zhe Liu, Ting Guo, Xiang Yi, Yangtao Dong, Ao Zhou, Xiaoying Wang
A 1.75dB-NF 25mW 5GHz Transformer-Based Noise- Cancelling CMOS Receiver Front-End. ISSCC (2021)
Ao Zhou, Sisi Li, Shangguang Wang
Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing. SCC (2021)
Ao Zhou, Qibo Sun, Jinglin Li
BCEdge: Blockchain-based resource management in D2D-assisted mobile edge computing. Softw. Pract. Exp. 51 (10) (2021)
Ao Zhou, Xin Ding, Chirn Chye Boon, Liter Siek, Yuan Liang, Yangtao Dong
A Low-Power Quadrature LO Generator With Mutual Power-Supply Rejection Technique. IEEE Access 9 (2021)
Shangguang Wang, Chuntao Ding, Ning Zhang, Xiulong Liu, Ao Zhou, Jiannong Cao, Xuemin Shen
A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing. IEEE Trans. Mob. Comput. 20 (2) (2021)
Qibo Sun, Jinliang Xu, Xiao Ma, Ao Zhou, Ching-Hsien Hsu, Shangguang Wang
Edge-Enabled Distributed Deep Learning for 5G Privacy Protection. IEEE Netw. 35 (4) (2021)
Shangguang Wang, Ao Zhou, Ruo Bao, Wu Chou, Stephen S. Yau
Towards Green Service Composition Approach in the Cloud. IEEE Trans. Serv. Comput. 14 (4) (2021)
Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu
Optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. CoRR (2021)
Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. CoRR (2020)
Yujiong Liu, Shangguang Wang, Qinglin Zhao, Shiyu Du, Ao Zhou, Xiao Ma, Fangchun Yang
Dependency-Aware Task Scheduling in Vehicular Edge Computing. IEEE Internet Things J. 7 (6) (2020)
Jialei Liu, Shangguang Wang, Ao Zhou, Rajkumar Buyya, Fangchun Yang
Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters. IEEE Trans. Serv. Comput. 13 (3) (2020)
Jiawei Lu, Jinglin Li, Wei Liu, Qibo Sun, Ao Zhou
Efficient service deployment in mobile edge computing environment. Int. J. Web Grid Serv. 16 (2) (2020)
Shanshan Wu, Qibo Sun, Ao Zhou, Shangguang Wang, Tao Lei
Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach. BlockSys (2020)
Jialei Liu, Shangguang Wang, Ao Zhou, Jinliang Xu, Fangchun Yang
SLA-driven container consolidation with usage prediction for green cloud computing. Frontiers Comput. Sci. 14 (1) (2020)
Ao Zhou, Shangguang Wang, Xiao Ma, Stephen S. Yau
Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud. IEEE Trans. Serv. Comput. 13 (4) (2020)
Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang
Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. INFOCOM (2020)
Yan Guo, Shangguang Wang, Ao Zhou, Jinliang Xu, Jie Yuan, Ching-Hsien Hsu
User allocation-aware edge cloud placement in mobile edge computing. Softw. Pract. Exp. 50 (5) (2020)
Xuan Peng, Gang Xu, Ao Zhou, Yong Yang, Zhenwu Ma
An adaptive Bernstein-Bézier finite element method for heat transfer analysis in welding. Adv. Eng. Softw. 148 (2020)
Jinliang Xu, Xiao Ma, Ao Zhou, Qiang Duan, Shangguang Wang
Path Selection for Seamless Service Migration in Vehicular Edge Computing. IEEE Internet Things J. 7 (9) (2020)
Shangguang Wang, Ao Zhou, Mingzhe Yang, Lei Sun, Ching-Hsien Hsu, Fangchun Yang
Service Composition in Cyber-Physical-Social Systems. IEEE Trans. Emerg. Top. Comput. 8 (1) (2020)
Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang
Cognitive Service in Mobile Edge Computing. ICWS (2020)
Ao Zhou, Shangguang Wang, Shaohua Wan, Lianyong Qi
LMM: latency-aware micro-service mashup in mobile edge computing environment. Neural Comput. Appl. 32 (19) (2020)
Qibo Sun, Guoyu Yang, Ao Zhou
An Entropy-Based Self-Adaptive Node Importance Evaluation Method for Complex Networks. Complex. 2020 (2020)
Shangguang Wang, Ao Zhou, Fangchun Yang, Rong N. Chang
Towards Network-Aware Service Composition in the Cloud. IEEE Trans. Cloud Comput. 8 (4) (2020)
Dingcheng Yang, Wenjian Yu, Ao Zhou, Haoyuan Mu, Gary Yao, Xiaoyi Wang
DP-Net: Dynamic Programming Guided Deep Neural Network Compression. CoRR (2020)
Jinliang Yuan, Mengwei Xu, Xiao Ma, Ao Zhou, Xuanzhe Liu, Shangguang Wang
Hierarchical Federated Learning through LAN-WAN Orchestration. CoRR (2020)
Xican Chen, Siyi Gao, Qibo Sun, Ao Zhou
Scheduling of Time Constrained Workflows in Mobile Edge Computing. BlockSys (2020)
Renyuan Qin, Denvid Lau, Lik-ho Tam, Tiejun Liu, Dujian Zou, Ao Zhou
Experimental Investigation on Interfacial Defect Criticality of FRP-Confined Concrete Columns. Sensors 19 (3) (2019)
Shilong Xiong, Qibo Sun, Ao Zhou
Improve the House Price Prediction Accuracy with a Stacked Generalization Ensemble Model. IOV (2019)
Chuntao Ding, Ao Zhou, Jie Huang, Ying Liu, Shangguang Wang
ECDU: an edge content delivery and update framework in Mobile edge computing. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Siyi Gao, Ao Zhou, Xican Chen, Qibo Sun
Redundant Virtual Machine Placement in Mobile Edge Computing. BlockSys (2019)
Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong
Virtual machine placement with (m, n)-fault tolerance in cloud data center. Clust. Comput. 22 (5) (2019)
Renkang Ke, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang
Multi-task Planning with the Consideration of Task Priority. IOV (2019)
Liancheng Tao, Qibo Sun, Jinglin Li, Ao Zhou, Shangguang Wang
Task Planning with Manual Intervention Using Improved JSHOP2 Planner. IOV (2019)
Xiaojuan Wei, Jinglin Li, Quan Yuan, Kaihui Chen, Ao Zhou, Fangchun Yang
Predicting Fine-Grained Traffic Conditions via Spatio-Temporal LSTM. Wirel. Commun. Mob. Comput. 2019 (2019)
Shangguang Wang, Wu Chou, Kok-Seng Wong, Ao Zhou, Victor C. M. Leung
Service Migration in Mobile Edge Computing. Wirel. Commun. Mob. Comput. 2018 (2018)
Qiliang Zhu, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang
FMSR: A Fairness-Aware Mobile Service Recommendation Method. ICWS (2018)
Songtai Dai, Ao Zhou, Shangguang Wang
The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim. IEEE CLOUD (2018)
Ao Zhou, Wei Wang, Ni Chen, Edmund Y. Lam, Byoungho Lee, Guohai Situ
Fast and robust misalignment correction of Fourier ptychographic microscopy. CoRR (2018)
Tian Xia, Qibo Sun, Ao Zhou, Shangguang Wang, Shilong Xiong, Siyi Gao, Jinglin Li, Quan Yuan
Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection. SC² (2018)
Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Qinglin Zhao, Fangchun Yang
Support for spot virtual machine purchasing simulation. Clust. Comput. 21 (1) (2018)
Jie Wei, Ao Zhou, Jie Yuan, Fangchun Yang
AIMING: Resource Allocation with Latency Awareness for Federated-Cloud Applications. Wirel. Commun. Mob. Comput. 2018 (2018)
Jun-Na Zhang, Ao Zhou, Qibo Sun, Shangguang Wang, Fangchun Yang
Overview on Fault Tolerance Strategies of Composite Service in Service Computing. Wirel. Commun. Mob. Comput. 2018 (2018)
Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang
A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud. IMCOM (2018)
Ao Zhou, Yan Li, Jinglin Li
Efficient request assignment algorithm in mobile cloud computing environment. Int. J. Web Grid Serv. 14 (4) (2018)
Jialei Liu, Shangguang Wang, Ao Zhou, Xiang Xu, Sathish A. P. Kumar, Fangchun Yang
Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud. Comput. J. 61 (9) (2018)
Jialei Liu, Shangguang Wang, Ao Zhou, Sathish A. P. Kumar, Fangchun Yang, Rajkumar Buyya
Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability. IEEE Trans. Cloud Comput. 6 (4) (2018)
Yuan Yuan, Qibo Sun, Ao Zhou, Siyi Gao, Shangguang Wang
An Acceleration Method for Similar Time-Series Finding. IOV (2018)
Kun Chen, Qibo Sun, Ao Zhou, Shangguang Wang
Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization. IOV (2018)
Yue Song, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li
QoS-Aware Service Composition Using HTN Planner. SC² (2018)
Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Myung Ho Kim, Kok-Seng Wong
Network failure-aware redundant virtual machine placement in a cloud data center. Concurr. Comput. Pract. Exp. 29 (24) (2017)
Jie Wei, Shangguang Wang, Ao Zhou, Fangchun Yang
CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing. ICPADS (2017)
Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya
Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization. IEEE Trans. Serv. Comput. 10 (6) (2017)
Zhiheng Wu, Jinglin Li, Qibo Sun, Ao Zhou
Service Recommendation with Context-Aware User Reputation Evaluation. SC² (2017)
Jinglin Li, Jie Wang, Qibo Sun, Ao Zhou
Temporal Influences-Aware Collaborative Filtering for QoS-Based Service Recommendation. SCC (2017)
Xiaojuan Wei, Shangguang Wang, Ao Zhou, Jinliang Xu, Sen Su, Sathish A. P. Kumar, Fangchun Yang
MVR: An Architecture for Computation Offloading in Mobile Edge Computing. EDGE (2017)
Guoyu Yang, Qibo Sun, Ao Zhou, Jinglin Li, Xiang Yuan, Hanyi Tang
A Context-Aware Trust Prediction Method Based on Behavioral Data Analysis in Distributed Network Environments. DASC/PiCom/DataCom/CyberSciTech (2016)
Juanjuan Zhang, Qibo Sun, Ao Zhou, Jinglin Li
A Novel Trust Update Mechanism Based on Sliding Window for Trust Management System. ICCSA (1) (2016)
Ao Zhou, Shangguang Wang, Ching-Hsien Hsu, Qibo Sun, Fangchun Yang
Task rescheduling optimization to minimize network resource consumption. Multim. Tools Appl. 75 (20) (2016)
Ao Zhou, Shangguang Wang, Jinglin Li, Qibo Sun, Fangchun Yang
Optimal mobile device selection for mobile cloud service providing. J. Supercomput. 72 (8) (2016)
Zigui Jiang, Ao Zhou, Shangguang Wang, Qibo Sun, Rongheng Lin, Fangchun Yang
Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences. SCC (2016)
Jinliang Xu, Ao Zhou, Shangguang Wang, Qibo Sun, Jinglin Li, Fangchun Yang
Machine Status Prediction for Dynamic and Heterogenous Cloud Environment. CLUSTER (2016)
Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang
On Cloud Service Reliability Enhancement with Optimal Resource Usage. IEEE Trans. Cloud Comput. 4 (4) (2016)
Guoyu Yang, Qibo Sun, Ao Zhou, Shangguang Wang, Jinglin Li
Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment. SEC (2016)
Shangguang Wang, Ao Zhou, Ching-Hsien Hsu, Xuanyu Xiao, Fangchun Yang
Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers. IEEE Trans. Emerg. Top. Comput. 4 (2) (2016)
Ao Zhou, Yadong Wang, Yunlong Liu, Weixing Feng, Howard J. Edenberg
Characterizing the roles of long non-coding RNA in rat alcohol preference. BIBM (2016)
Shangguang Wang, Ao Zhou, Wei Lei, Zhiwen Yu, Ching-Hsien Hsu, Fangchun Yang
Enhanced User Context-Aware Reputation Measurement of Multimedia Service. ACM Trans. Multim. Comput. Commun. Appl. 12 (4s) (2016)
Ao Zhou, Jinglin Li, Qibo Sun, Cunqun Fan, Tao Lei, Fangchun Yang
A security authentication method based on trust evaluation in VANETs. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Jie Wei, Shangguang Wang, Lingyan Zhang, Ao Zhou, Qibo Sun, Ruisheng Shi, Fangchun Yang
Minimizing Data Transmission Latency by Bipartite Graph in MapReduce. CLUSTER (2015)
Jinglin Li, Chenchen Yang, Ao Zhou, Shangguang Wang
An online cloud data center simulation system. IWQoS (2015)
Ao Zhou, Shangguang Wang, Chenchen Yang, Lei Sun, Qibo Sun, Fangchun Yang
FTCloudSim: support for cloud service reliability enhancement simulation. Int. J. Web Grid Serv. 11 (4) (2015)
Ao Zhou, Qibo Sun, Lei Sun, Jinglin Li, Fangchun Yang
Maximizing the profits of cloud service providers via dynamic virtual resource renting approach. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Jialei Liu, Shangguang Wang, Ao Zhou, Fangchun Yang
PFT-CCKP: A proactive fault tolerance mechanism for data center network. IWQoS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ao Zhou