Quick service selection approach based on particle swarm optimization. - Qibo Sun; Shangguang Wang; Fangchun Yang (BIC-TA, 2010)

Multi-factor Evaluation Approach for Quality of Web Service. - Qibo Sun; Shangguang Wang; Fangchun Yang (ICICA (LNCS), 2010)

A Measure Approach for Trustworthy QoS of Web Service. - Qibo Sun; Shangguang Wang; Fangchun Yang (ICSS, 2010)

Towards Web Service selection based on QoS estimation. - Shangguang Wang; Qibo Sun; Fangchun Yang (Int. J. Web Grid Serv., 2010)

Evaluating Feedback Ratings for Measuring Reputation of Web Services. - Shangguang Wang; Zibin Zheng; Qibo Sun; Hua Zou; Fangchun Yang (IEEE SCC, 2011)

Web Service Selection in Trustworthy Collaboration Network. - Shangguang Wang; XiLu Zhu; Hongke Zhang (ICEBE, 2011)

Reputation-Driven Web Service Selection Based on Collaboration Network. - XiLu Zhu; Bai Wang 001; Shangguang Wang (ICWS, 2011)

Reputation measure approach of web service for service selection. - Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (IET Softw., 2011)

QSSA: A QoS-aware Service Selection Approach. - Qibo Sun; Shangguang Wang; Hua Zou; Fangchun Yang (Int. J. Web Grid Serv., 2011)

Reliable web service selection via QoS uncertainty computing. - Shangguang Wang; Zibin Zheng; Qibo Sun; Hua Zou; Fangchun Yang (Int. J. Web Grid Serv., 2011)

Context-Aware Service Adaptation via Learning Classifier System with Co-evolutionary Mechanism. - Shangguang Wang; Zibin Zheng; Guoqiang Li 006; Hua Zou; Fangchun Yang (IEEE SCC, 2012)

A geographic mobility prediction routing protocol for Ad Hoc UAV Network. - Lin Lin; Qibo Sun; Shangguang Wang; Fangchun Yang (GLOBECOM Workshops, 2012)

Quality of service measure approach of web service for service selection. - Shangguang Wang; Qibo Sun; Fangchun Yang (IET Softw., 2012)

Detecting SYN flooding attacks based on traffic prediction. - Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (Secur. Commun. Networks, 2012)

Bayesian Approach with Maximum Entropy Principle for trusted quality of Web service metric in e-commerce applications. - Shangguang Wang; Hua Zou; Qibo Sun; Fangchun Yang (Secur. Commun. Networks, 2012)

A Dynamic Virtual Resource Renting Method for Maximizing the Profit of Cloud Service Provider under SLA Constraint. - Ao Zhou 001; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (IEEE CLOUD, 2013)

Web Services QoS Measure Based on Subjective and Objective Weight. - You Ma; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (IEEE SCC, 2013)

Particle Swarm Optimization for Energy-Aware Virtual Machine Placement Optimization in Virtualized Data Centers. - Shangguang Wang; Zhipiao Liu; Zibin Zheng; Qibo Sun; Fangchun Yang (ICPADS, 2013)

Dynamic Virtual Resource Renting Method for Maximizing the Profits of a Cloud Service Provider in a Dynamic Pricing Model. - Ao Zhou 001; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (ICPADS, 2013)

Predicting unknown QoS value with QoS-Prophet. - You Ma; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (Middleware Demo & Poster Track, 2013)

FTCloudSim: a simulation tool for cloud service reliability enhancement mechanisms. - Ao Zhou 001; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (Middleware Demo & Poster Track, 2013)

A Hadoop-based approach for efficient web service management. - Shangguang Wang; Wei Su 006; XiLu Zhu; Hongke Zhang (Int. J. Web Grid Serv., 2013)

A-GR: A novel geographical routing protocol for AANETs. - Shangguang Wang; Cunqun Fan; Cao Deng; Wenzhe Gu; Qibo Sun; Fangchun Yang (J. Syst. Archit., 2013)

Service vulnerability scanning based on service-oriented architecture in Web service environments. - Shangguang Wang; Yan Gong; Guangxiao Chen; Qibo Sun; Fangchun Yang (J. Syst. Archit., 2013)

Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition. - Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (Mob. Networks Appl., 2013)

Low-Cost Web Service Discovery Based on Distributed Decision Tree in P2P Environments. - Shangguang Wang; XiLu Zhu; Qibo Sun; Hua Zou; Fangchun Yang (Wirel. Pers. Commun., 2013)

A Neural Network Based Schema Matching Method for Web Service Matching. - Junming Zhang; Jinglin Li; Shangguang Wang; Jiali Bian (IEEE SCC, 2014)

On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph. - Junming Zhang; Jinglin Li; Shangguang Wang; Zhihan Liu; Quan Yuan 004; Fangchun Yang (BigData Congress, 2014)

Context-Based Web Service Reputation Measurement. - Wei Li; Qibo Sun; Shangguang Wang (CSE, 2014)

Discovering Regional Taxicab Demand Based on Distribution Modeling from Trajectory Data. - Qi Zhou; Junming Zhang; Jinglin Li; Shangguang Wang (CSE, 2014)

Web Service QoS Prediction Approach in Mobile Internet Environments. - Lubao Wang; Qibo Sun; Shangguang Wang; You Ma; Jinliang Xu; Jinglin Li (ICDM Workshops, 2014)

QoS Uncertainty Filtering for Fast and Reliable Web Service Selection. - Lei Sun; Shangguang Wang; Jinglin Li; Qibo Sun; Fangchun Yang (ICWS, 2014)

Cost-Aware Cloud Service Request Scheduling for SaaS Providers. - Zhipiao Liu; Shangguang Wang; Qibo Sun; Hua Zou; Fangchun Yang (Comput. J., 2014)

Efficient QoS management for QoS-aware web service composition. - Shangguang Wang; XiLu Zhu; Fangchun Yang (Int. J. Web Grid Serv., 2014)

Multi-user web service selection based on multi-QoS prediction. - Shangguang Wang; Ching-Hsien Hsu; Zhongjun Liang; Qibo Sun; Fangchun Yang (Inf. Syst. Frontiers, 2014)

Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing. - Shangguang Wang; Zhipiao Liu; Qibo Sun; Hua Zou; Fangchun Yang (J. Intell. Manuf., 2014)

Context-aware mobile service adaptation via a Co-evolution eXtended Classifier System in mobile network environments. - Shangguang Wang; Zibin Zheng; Zhengping Wu; Qibo Sun; Hua Zou; Fangchun Yang (Mob. Inf. Syst., 2014)

Minimizing Data Transmission Latency by Bipartite Graph in MapReduce. - Jie Wei; Shangguang Wang; Lingyan Zhang; Ao Zhou 001; Qibo Sun; Ruisheng Shi; Fangchun Yang (CLUSTER, 2015)

Predicting QoS Values via Multi-dimensional QoS Data for Web Service Recommendations. - You Ma; Shangguang Wang; Fangchun Yang; Rong N. Chang (ICWS, 2015)

Re-Ranking Voting-Based Answers by Discarding User Behavior Biases. - Xiaochi Wei; Heyan Huang; Chin-Yew Lin; Xin Xin 001; Xianling Mao; Shangguang Wang (IJCAI, 2015)

An Adaptive Data Traffic Offloading Model for Cellular Machine-to-Machine Networks. - Tao Lei; Shangguang Wang; Fangchun Yang (IOV, 2015)

Managing Trust for Intelligence Vehicles: A Cluster Consensus Approach. - Shu Yang 003; Jinglin Li; Zhihan Liu; Shangguang Wang (IOV, 2015)

An online cloud data center simulation system. - Jinglin Li; Chenchen Yang; Ao Zhou 001; Shangguang Wang (IWQoS, 2015)

PFT-CCKP: A proactive fault tolerance mechanism for data center network. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Fangchun Yang (IWQoS, 2015)

Sensor Communications towards Intelligent Vehicle Networking. - Ching-Hsien Hsu; Shangguang Wang; Victor C. M. Leung; Nik Bessis (Int. J. Distributed Sens. Networks, 2015)

Reputation measurement of cloud services based on unstable feedback ratings. - Shangguang Wang; Lei Sun; Qibo Sun; Jie Wei; Fangchun Yang (Int. J. Web Grid Serv., 2015)

FTCloudSim: support for cloud service reliability enhancement simulation. - Ao Zhou 001; Shangguang Wang; Chenchen Yang; Lei Sun; Qibo Sun; Fangchun Yang (Int. J. Web Grid Serv., 2015)

Modeling and simulation for intelligent mobility. - Ching-Hsien Hsu; Shangguang Wang (J. Comput. Sci., 2015)

Efficient Service Selection in Mobile Information Systems. - Shangguang Wang; Lei Sun; Qibo Sun; Xuyan Li; Fangchun Yang (Mob. Inf. Syst., 2015)

Adaptive Video Transmission Control System Based on Reinforcement Learning Approach Over Heterogeneous Networks. - Bo Cheng 001; Jialin Yang; Shangguang Wang; Junliang Chen 001 (IEEE Trans Autom. Sci. Eng., 2015)

Using reputation measurement to defend mobile social networks against malicious feedback ratings. - Lin Huang; Shangguang Wang; Ching-Hsien Hsu; Juanjuan Zhang; Fangchun Yang (J. Supercomput., 2015)

Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems. - Shangguang Wang; Zibin Zheng; Zhengping Wu; Michael R. Lyu; Fangchun Yang (IEEE Trans. Serv. Comput., 2015)

Personalized Service Recommendation for Collaborative Tagging Systems with Social Relations and Temporal Influences. - Zigui Jiang; Ao Zhou 001; Shangguang Wang; Qibo Sun; Rongheng Lin; Fangchun Yang (SCC, 2016)

Latent Interest and Topic Mining on User-Item Bipartite Networks. - Jinliang Xu; Shangguang Wang; Sen Su; Sathish A. P. Kumar; Chou Wu (SCC, 2016)

Towards Video Quality of Experience and Selective Attention: A Subtitle-Based Measurement Study. - Lingyan Zhang; Qibo Sun; Shangguang Wang; Sen Su; Fangchun Yang (SCC, 2016)

Learning Transportation Annotated Mobility Profiles from GPS Data for Context-Aware Mobile Services. - Xiaolu Zhu; Jinglin Li; Zhihan Liu; Shangguang Wang; Fangchun Yang (SCC, 2016)

Skyline Service Selection Based on QoS Prediction. - Yan Guo 004; Shangguang Wang (CLUSTER, 2016)

Machine Status Prediction for Dynamic and Heterogenous Cloud Environment. - Jinliang Xu; Ao Zhou 001; Shangguang Wang; Qibo Sun; Jinglin Li; Fangchun Yang (CLUSTER, 2016)

The Service Recommendation Problem: An Overview of Traditional and Recent Approaches. - Yali Zhao; Shangguang Wang (CollaborateCom, 2016)

Poster Abstract: A Multi-user Computation Offloading Algorithm Based on Game Theory in Mobile Cloud Computing. - Yujiong Liu; Shangguang Wang; Fangchun Yang (SEC, 2016)

Poster Abstract: Access Point Ranking for Cloudlet Placement in Edge Computing Environment. - Guoyu Yang; Qibo Sun; Ao Zhou 001; Shangguang Wang; Jinglin Li (SEC, 2016)

Poster Abstract: API QoS Prediction for Apps in Cellular Networks. - Yali Zhao; Shangguang Wang; Lubao Wang (SEC, 2016)

A Cooperative Route Choice Approach via Virtual Vehicle in Internet of Vehicles. - Tao Lei; Shangguang Wang; Jinglin Li; Fangchun Yang (IOV, 2016)

Tradeoff between executing time and revenue for runtime service composition. - Junna Zhang; Shangguang Wang; Qibo Sun; Fangchun Yang (IWQoS, 2016)

Joint Parameter Selection for Massive MIMO: An Energy-Efficient Perspective. - Wenjun Xu 001; Shengyu Li; Shangguang Wang; Zhiyong Feng 001; Jiaru Lin; Athanasios V. Vasilakos (IEEE Access, 2016)

Offloading mobile data traffic for QoS-aware service provision in vehicular cyber-physical systems. - Shangguang Wang; Tao Lei; Lingyan Zhang; Ching-Hsien Hsu; Fangchun Yang (Future Gener. Comput. Syst., 2016)

Collaboration reputation for trustworthy Web service selection in social networks. - Shangguang Wang; Lin Huang; Ching-Hsien Hsu; Fangchun Yang (J. Comput. Syst. Sci., 2016)

Anomaly Detection for Internet of Vehicles: A Trust Management Scheme with Affinity Propagation. - Shu Yang 003; Zhihan Liu; Jinglin Li; Shangguang Wang; Fangchun Yang (Mob. Inf. Syst., 2016)

Task rescheduling optimization to minimize network resource consumption. - Ao Zhou 001; Shangguang Wang; Ching-Hsien Hsu; Qibo Sun; Fangchun Yang (Multim. Tools Appl., 2016)

QoS prediction for Web service in Mobile Internet environment. - Qibo Sun; Lubao Wang; Shangguang Wang; You Ma; Ching-Hsien Hsu (New Rev. Hypermedia Multim., 2016)

AOM: adaptive mobile data traffic offloading for M2M networks. - Tao Lei; Shangguang Wang; Jinglin Li; Fangchun Yang (Pers. Ubiquitous Comput., 2016)

Efficient identity authentication and encryption technique for high throughput RFID system. - Ching-Hsien Hsu; Shangguang Wang; Daqiang Zhang 001; Hai-Cheng Chu; Ning Lu 001 (Secur. Commun. Networks, 2016)

A Vertical Handoff Method via Self-Selection Decision Tree for Internet of Vehicles. - Shangguang Wang; Cunqun Fan; Ching-Hsien Hsu; Qibo Sun; Fangchun Yang (IEEE Syst. J., 2016)

On Cloud Service Reliability Enhancement with Optimal Resource Usage. - Ao Zhou 001; Shangguang Wang; Zibin Zheng; Ching-Hsien Hsu; Michael R. Lyu; Fangchun Yang (IEEE Trans. Cloud Comput., 2016)

Provision of Data-Intensive Services Through Energy- and QoS-Aware Virtual Machine Placement in National Cloud Data Centers. - Shangguang Wang; Ao Zhou 001; Ching-Hsien Hsu; Xuanyu Xiao; Fangchun Yang (IEEE Trans. Emerg. Top. Comput., 2016)

Detecting and preventing selfish behaviour in mobile ad hoc network. - Tao Lei; Shangguang Wang; Jinlin Li; Ilsun You; Fangchun Yang (J. Supercomput., 2016)

Optimal mobile device selection for mobile cloud service providing. - Ao Zhou 001; Shangguang Wang; Jinglin Li; Qibo Sun; Fangchun Yang (J. Supercomput., 2016)

Enhanced User Context-Aware Reputation Measurement of Multimedia Service. - Shangguang Wang; Ao Zhou 001; Wei Lei; Zhiwen Yu 001; Ching-Hsien Hsu; Fangchun Yang (ACM Trans. Multim. Comput. Commun. Appl., 2016)

A Highly Accurate Prediction Algorithm for Unknown Web Service QoS Values. - You Ma; Shangguang Wang; Patrick C. K. Hung; Ching-Hsien Hsu; Qibo Sun; Fangchun Yang (IEEE Trans. Serv. Comput., 2016)

MVR: An Architecture for Computation Offloading in Mobile Edge Computing. - Xiaojuan Wei; Shangguang Wang; Ao Zhou 001; Jinliang Xu; Sen Su; Sathish A. P. Kumar; Fangchun Yang (EDGE, 2017)

CMIP: Data Transmission Latency Optimization for Cooperative Group in Multi-cloud by Adaptive Routing. - Jie Wei; Shangguang Wang; Ao Zhou 001; Fangchun Yang (ICPADS, 2017)

QoECenter: A Visual Platform for QoE Evaluation of Streaming Video Services. - Lingyan Zhang; Shangguang Wang; Fangchun Yang; Rong N. Chang (ICWS, 2017)

Network failure-aware redundant virtual machine placement in a cloud data center. - Ao Zhou 001; Shangguang Wang; Ching-Hsien Hsu; Myung Ho Kim; Kok-Seng Wong (Concurr. Comput. Pract. Exp., 2017)

Efficient and reliable service selection for heterogeneous distributed software systems. - Shangguang Wang; Lin Huang; Lei Sun; Ching-Hsien Hsu; Fangchun Yang (Future Gener. Comput. Syst., 2017)

Skyline service selection approach based on QoS prediction. - Yan Guo 004; Shangguang Wang; Kok-Seng Wong; Myung Ho Kim (Int. J. Web Grid Serv., 2017)

Reliable and efficient big service selection. - Ling Huang; Qinglin Zhao; Yan Li; Shangguang Wang; Lei Sun; Wu Chou (Inf. Syst. Frontiers, 2017)

Architecture and key technologies for Internet of Vehicles: a survey. - Fangchun Yang; Jinglin Li; Tao Lei; Shangguang Wang (J. Commun. Inf. Networks, 2017)

Real-time, large-scale duplicate image detection method based on multi-feature fusion. - Ming Chen; Yuhua Li 002; Zhifeng Zhang 002; Ching-Hsien Hsu; Shangguang Wang (J. Real Time Image Process., 2017)

Guest Editorial Special Issue on Hybrid Intelligence for Internet of Vehicles. - Ching-Hsien Hsu; Shangguang Wang; Yu Yuan (IEEE Syst. J., 2017)

Lightweight Mashup Middleware for Coal Mine Safety Monitoring and Control Automation. - Bo Cheng 001; Shuai Zhao 001; Shangguang Wang; Junliang Chen 001 (IEEE Trans Autom. Sci. Eng., 2017)

Cognitively Adjusting Imprecise User Preferences for Service Selection. - Lingyan Zhang; Shangguang Wang; Raymond K. Wong 001; Fangchun Yang; Rong N. Chang (IEEE Trans. Netw. Serv. Manag., 2017)

Logistic Support Architecture with Petri Net Design in Cloud Environment for Services and Profit Optimization. - Fuu-Cheng Jiang; Ching-Hsien Hsu; Shangguang Wang (IEEE Trans. Serv. Comput., 2017)

Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization. - Ao Zhou 001; Shangguang Wang; Bo Cheng 001; Zibin Zheng; Fangchun Yang; Rong N. Chang; Michael R. Lyu; Rajkumar Buyya (IEEE Trans. Serv. Comput., 2017)

A cooperative route choice approach via virtual vehicle in IoV. - Tao Lei; Shangguang Wang; Jinglin Li; Fangchun Yang (Veh. Commun., 2017)

The Performance Evaluation of Virtual Machine Placement Algorithm Based on WebCloudSim. - Songtai Dai; Ao Zhou 001; Shangguang Wang (IEEE CLOUD, 2018)

An Energy-Aware Edge Server Placement Algorithm in Mobile Edge Computing. - Yuanzhe Li; Shangguang Wang (EDGE, 2018)

TRUST: A TCP Throughput Prediction Method in Mobile Networks. - Bo Wei 001; Wataru Kawakami; Kenji Kanai; Jiro Katto; Shangguang Wang (GLOBECOM, 2018)

A Computation Offloading Algorithm Based on Game Theory for Vehicular Edge Networks. - Yujiong Liu; Shangguang Wang; Jie Huang 021; Fangchun Yang (ICC, 2018)

A Virtual Machine Placement Policy via Biogeography-based Optimization in the Cloud. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Fangchun Yang (IMCOM, 2018)

QCSS: A QoE-Aware Control Plane for Adaptive Streaming Service over Mobile Edge Computing Infrastructures. - Lingyan Zhang; Shangguang Wang; Rong N. Chang (ICWS, 2018)

FMSR: A Fairness-Aware Mobile Service Recommendation Method. - Qiliang Zhu; Ao Zhou 001; Qibo Sun; Shangguang Wang; Fangchun Yang (ICWS, 2018)

Adaptive Multiple Task Assignments for UAVs Using Discrete Particle Swarm Optimization. - Kun Chen; Qibo Sun; Ao Zhou 001; Shangguang Wang (IOV, 2018)

An Acceleration Method for Similar Time-Series Finding. - Yuan Yuan; Qibo Sun; Ao Zhou 001; Siyi Gao; Shangguang Wang (IOV, 2018)

QoS-Aware Service Composition Using HTN Planner. - Yue Song; Qibo Sun; Ao Zhou 001; Shangguang Wang; Jinglin Li (SC², 2018)

Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection. - Tian Xia; Qibo Sun; Ao Zhou 001; Shangguang Wang; Shilong Xiong; Siyi Gao; Jinglin Li; Quan Yuan 004 (SC², 2018)

A Survey on Service Migration in Mobile Edge Computing. - Shangguang Wang; Jinliang Xu; Ning Zhang 007; Yujiong Liu (IEEE Access, 2018)

Virtual Vehicle Coordination for Vehicles as Ambient Sensing Platforms. - Shangguang Wang; Qinglin Zhao; Ning Zhang 007; Tao Lei; Fangchun Yang (IEEE Access, 2018)

Survey on QoE Assessment Approach for Network Service. - Mingzhe Yang; Shangguang Wang; Rodrigo N. Calheiros; Fangchun Yang (IEEE Access, 2018)

Context-Aware Group Recommendation for Point-of-Interests. - Qiliang Zhu; Shangguang Wang; Bo Cheng 001; Qibo Sun; Fangchun Yang; Rong N. Chang (IEEE Access, 2018)

Towards Bandwidth Guaranteed Virtual Cluster Reallocation in the Cloud. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Xiang Xu; Sathish A. P. Kumar; Fangchun Yang (Comput. J., 2018)

Support for spot virtual machine purchasing simulation. - Ao Zhou 001; Shangguang Wang; Qibo Sun; Jinglin Li; Qinglin Zhao; Fangchun Yang (Clust. Comput., 2018)

ECD: An Edge Content Delivery and Update Framework in Mobile Edge Computing. - Shangguang Wang; Chuntao Ding; Ning Zhang 007; Nan Cheng; Jie Huang 021; Ying Liu (CoRR, 2018)

Correction to: Reliable and efficient big service selection. - Lin Huang; Qinglin Zhao; Yan Li; Shangguang Wang; Lei Sun; Wu Chou (Inf. Syst. Frontiers, 2018)

A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance. - Sathish A. P. Kumar; R. Madhumathi; Pethuru Raj Chelliah; Lei Tao; Shangguang Wang (J. Reliab. Intell. Environ., 2018)

Hierarchical Discriminant Analysis. - Di Lu; Chuntao Ding; Jinliang Xu; Shangguang Wang (Sensors, 2018)

HPC Software and Programming Environments for Big Data Applications. - Youngjae Kim 001; Sungyong Park; Feiyi Wang; Guangyu Sun; Shangguang Wang (Sci. Program., 2018)

Using Proactive Fault-Tolerance Approach to Enhance Cloud Service Reliability. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Sathish A. P. Kumar; Fangchun Yang; Rajkumar Buyya (IEEE Trans. Cloud Comput., 2018)

Fog Computing: An Overview of Big IoT Data Analytics. - Muhammad Rizwan Anawar; Shangguang Wang; Muhammad Azam Zia; Ahmer Khan Jadoon; Umair Akram; Salman Raza (Wirel. Commun. Mob. Comput., 2018)

Mobile Edge Computing. - Ching-Hsien Hsu; Shangguang Wang; Yan Zhang 002; Anna Kobusinska (Wirel. Commun. Mob. Comput., 2018)

Intrusion Detection System Based on Decision Tree over Big Data in Fog Environment. - Kai Peng 002; Victor C. M. Leung; Lixin Zheng; Shangguang Wang; Chao Huang; Tao Lin (Wirel. Commun. Mob. Comput., 2018)

Service Migration in Mobile Edge Computing. - Shangguang Wang; Wu Chou; Kok-Seng Wong; Ao Zhou 001; Victor C. M. Leung (Wirel. Commun. Mob. Comput., 2018)

Overview on Fault Tolerance Strategies of Composite Service in Service Computing. - Junna Zhang; Ao Zhou 001; Qibo Sun; Shangguang Wang; Fangchun Yang (Wirel. Commun. Mob. Comput., 2018)

Multi-task Planning with the Consideration of Task Priority. - Renkang Ke; Qibo Sun; Jinglin Li; Ao Zhou 001; Shangguang Wang (IOV, 2019)

Task Planning with Manual Intervention Using Improved JSHOP2 Planner. - Liancheng Tao; Qibo Sun; Jinglin Li; Ao Zhou 001; Shangguang Wang (IOV, 2019)

Network Cloudification Enabling Network - Cloud/Fog Service Unification: State of the Art and Challenges. - Qiang Duan; Shangguang Wang (SERVICES, 2019)

Evaluation of Throughput Prediction for Adaptive Bitrate Control Using Trace-Based Emulation. - Bo Wei 001; Hang Song 001; Shangguang Wang; Kenji Kanai; Jiro Katto (IEEE Access, 2019)

Virtual machine placement with (m, n)-fault tolerance in cloud data center. - Ao Zhou 001; Shangguang Wang; Ching-Hsien Hsu; Myung Ho Kim; Kok-Seng Wong (Clust. Comput., 2019)

Aggregated multi-attribute query processing in edge computing for industrial IoT applications. - Xiaocui Li; Zhangbing Zhou; Junqi Guo; Shangguang Wang; Junsheng Zhang (Comput. Networks, 2019)

ECDU: an edge content delivery and update framework in Mobile edge computing. - Chuntao Ding; Ao Zhou 001; Jie Huang 021; Ying Liu; Shangguang Wang (EURASIP J. Wirel. Commun. Netw., 2019)

Security modeling and efficient computation offloading for service workflow in mobile edge computing. - Binbin Huang; Zhongjin Li; Peng Tang; Shangguang Wang; Jun Zhao 007; Haiyang Hu; Wanqing Li 003; Victor I. Chang 001 (Future Gener. Comput. Syst., 2019)

QoS prediction for service recommendations in mobile edge computing. - Shangguang Wang; Yali Zhao; Lin Huang; Jinliang Xu; Ching-Hsien Hsu (J. Parallel Distributed Comput., 2019)

Edge server placement in mobile edge computing. - Shangguang Wang; Yali Zhao; Jinliang Xu; Jie Yuan; Ching-Hsien Hsu (J. Parallel Distributed Comput., 2019)

Erratum to: Real-time, large-scale duplicate image detection method based on multi-feature fusion. - Ming Chen; Yuhua Li 002; Zhifeng Zhang 002; Ching-Hsien Hsu; Shangguang Wang (J. Real Time Image Process., 2019)

A Blockchain-Enabled Trustless Crowd-Intelligence Ecosystem on Mobile Edge Computing. - Jinliang Xu; Shangguang Wang; Bharat K. Bhargava; Fangchun Yang (IEEE Trans. Ind. Informatics, 2019)

Appropriate points choosing for subspace learning over image classification. - Chuntao Ding; Shangguang Wang (J. Supercomput., 2019)

Reward or Penalty: Aligning Incentives of Stakeholders in Crowdsourcing. - Jinliang Xu; Shangguang Wang; Ning Zhang 007; Fangchun Yang; Xuemin Shen (IEEE Trans. Mob. Comput., 2019)

Efficient Range Queries for Large-Scale Sensor-Augmented RFID Systems. - Xiulong Liu; Xin Xie 001; Shangguang Wang; Jia Liu 008; Didi Yao; Jiannong Cao 001; Keqiu Li (IEEE/ACM Trans. Netw., 2019)

Multi-Dimensional QoS Prediction for Service Recommendations. - Shangguang Wang; You Ma; Bo Cheng 001; Fangchun Yang; Rong N. Chang (IEEE Trans. Serv. Comput., 2019)

Security and Cost-Aware Computation Offloading via Deep Reinforcement Learning in Mobile Edge Computing. - Binbin Huang; Yangyang Li; Zhongjin Li; Linxuan Pan; Shangguang Wang; Yunqiu Xu; Haiyang Hu (Wirel. Commun. Mob. Comput., 2019)

A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions. - Salman Raza; Shangguang Wang; Manzoor Ahmed; Muhammad Rizwan Anwar (Wirel. Commun. Mob. Comput., 2019)

Corrigendum to "A Survey on Vehicular Edge Computing: Architecture, Applications, Technical Issues, and Future Directions". - Salman Raza; Shangguang Wang; Manzoor Ahmed; Muhammad Rizwan Anwar (Wirel. Commun. Mob. Comput., 2019)

Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach. - Shanshan Wu; Qibo Sun; Ao Zhou 001; Shangguang Wang; Tao Lei (BlockSys, 2020)

Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated Learning. - Renuga Kanagavelu; Zengxiang Li; Juniarto Samsudin; Yechao Yang; Feng Yang 011; Rick Siow Mong Goh; Mervyn Cheah; Praewpiraya Wiwatphonthana; Khajonpong Akkarajitsakul; Shangguang Wang (CCGRID, 2020)

Cognitive Service in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (ICWS, 2020)

Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. - Xiao Ma 009; Ao Zhou 001; Shan Zhang 001; Shangguang Wang (INFOCOM, 2020)

Service Orchestration for Integrating Edge Computing and 5G Network: State of the Art and Challenges. - Yan Guo 004; Qiang Duan; Shangguang Wang (SERVICES, 2020)

Air-Ground Integrated Mobile Edge Networks: A Survey. - Wen Zhang; Longzhuang Li; Ning Zhang 007; Tao Han 002; Shangguang Wang (IEEE Access, 2020)

FARM: A Fairness-Aware Recommendation Method for High Visibility and Low Visibility Mobile APPs. - Qiliang Zhu; Qibo Sun; Zengxiang Li; Shangguang Wang (IEEE Access, 2020)

Heterogeneity-Aware Federated Learning. - Chengxu Yang; Qipeng Wang; Mengwei Xu; Shangguang Wang; Kaigui Bian; Xuanzhe Liu (CoRR, 2020)

Hierarchical Federated Learning through LAN-WAN Orchestration. - Jinliang Yuan; Mengwei Xu; Xiao Ma 009; Ao Zhou 001; Xuanzhe Liu; Shangguang Wang (CoRR, 2020)

SLA-driven container consolidation with usage prediction for green cloud computing. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Jinliang Xu; Fangchun Yang (Frontiers Comput. Sci., 2020)

Dimensionality reduction via preserving local information. - Shangguang Wang; Chuntao Ding; Ching-Hsien Hsu; Fangchun Yang (Future Gener. Comput. Syst., 2020)

Cultural distance for service composition in cyber-physical-social systems. - Shangguang Wang; Yan Guo 004; Yan Li; Ching-Hsien Hsu (Future Gener. Comput. Syst., 2020)

Dependency-Aware Task Scheduling in Vehicular Edge Computing. - Yujiong Liu; Shangguang Wang; Qinglin Zhao; Shiyu Du; Ao Zhou 001; Xiao Ma 009; Fangchun Yang (IEEE Internet Things J., 2020)

Path Selection for Seamless Service Migration in Vehicular Edge Computing. - Jinliang Xu; Xiao Ma 009; Ao Zhou 001; Qiang Duan; Shangguang Wang (IEEE Internet Things J., 2020)

An efficient task offloading scheme in vehicular edge computing. - Salman Raza; Wei Liu 061; Manzoor Ahmed; Muhammad Rizwan Anwar; Muhammad Ayzed Mirza; Qibo Sun; Shangguang Wang (J. Cloud Comput., 2020)

LMM: latency-aware micro-service mashup in mobile edge computing environment. - Ao Zhou 001; Shangguang Wang; Shaohua Wan 001; Lianyong Qi (Neural Comput. Appl., 2020)

Convergence of Networking and Cloud/Edge Computing: Status, Challenges, and Opportunities. - Qiang Duan; Shangguang Wang; Nirwan Ansari (IEEE Netw., 2020)

User allocation-aware edge cloud placement in mobile edge computing. - Yan Guo 004; Shangguang Wang; Ao Zhou 001; Jinliang Xu; Jie Yuan; Ching-Hsien Hsu (Softw. Pract. Exp., 2020)

Towards Network-Aware Service Composition in the Cloud. - Shangguang Wang; Ao Zhou 001; Fangchun Yang; Rong N. Chang (IEEE Trans. Cloud Comput., 2020)

Service Composition in Cyber-Physical-Social Systems. - Shangguang Wang; Ao Zhou 001; Mingzhe Yang; Lei Sun; Ching-Hsien Hsu; Fangchun Yang (IEEE Trans. Emerg. Top. Comput., 2020)

Availability-Aware and Energy-Efficient Virtual Cluster Allocation Based on Multi-Objective Optimization in Cloud Datacenters. - Xuan Liu 008; Bo Cheng 001; Shangguang Wang (IEEE Trans. Netw. Serv. Manag., 2020)

Joint Availability Enhancement and Traffic Optimization of Virtual Cluster Allocation in Cloud Datacenters. - Xuan Liu 008; Bo Cheng 001; Shangguang Wang; Junliang Chen 001 (IEEE Trans. Netw. Serv. Manag., 2020)

Availability-Aware Virtual Cluster Allocation in Bandwidth-Constrained Datacenters. - Jialei Liu; Shangguang Wang; Ao Zhou 001; Rajkumar Buyya; Fangchun Yang (IEEE Trans. Serv. Comput., 2020)

Towards Service Composition Aware Virtual Machine Migration Approach in the Cloud. - Ao Zhou 001; Shangguang Wang; Xiao Ma 009; Stephen S. Yau (IEEE Trans. Serv. Comput., 2020)

Deep Reinforcement Learning for Performance-Aware Adaptive Resource Allocation in Mobile Edge Computing. - Binbin Huang; Zhongjin Li; Yunqiu Xu; Linxuan Pan; Shangguang Wang; Haiyang Hu; Victor Chang 001 (Wirel. Commun. Mob. Comput., 2020)

Challenges and Opportunities in Space Service Computing. - Yan Guo 004; Shangguang Wang (SCC, 2021)

Task Offloading and Resource Allocation for Container-enabled Mobile Edge Computing. - Ao Zhou 001; Sisi Li; Shangguang Wang (SCC, 2021)

Towards Sustainable Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Ao Zhou 001; Fangchun Yang (EDGE, 2021)

Tiansuan Constellation: An Open Research Platform. - Shangguang Wang; Qing Li 028; Mengwei Xu; Xiao Ma 009; Ao Zhou 001; Qibo Sun (EDGE, 2021)

Joint UAV Location and Resource Allocation for Air-Ground Integrated Federated Learning. - Yuqian Jing; Yuben Qu; Chao Dong 001; Yun Shen; Zhenhua Wei; Shangguang Wang (GLOBECOM, 2021)

On the Aggregated Resource Management for Satellite Edge Computing. - Xiaobin Xu 004; Hui Zhao; Chang Liu 008; Cunqun Fan; Zhongjun Liang; Shangguang Wang (ICC, 2021)

From cloud to edge: a first look at public edge platforms. - Mengwei Xu; Zhe Fu; Xiao Ma 009; Li Zhang 133; Yanan Li; Feng Qian 001; Shangguang Wang; Ke Li; Jingyu Yang; Xuanzhe Liu (Internet Measurement Conference, 2021)

Towards Ubiquitous Learning: A First Measurement of On-Device Training Performance. - Dongqi Cai 001; Qipeng Wang; Yuanqiang Liu; Yunxin Liu 001; Shangguang Wang; Mengwei Xu (EMDL@MobiSys, 2021)

Towards Green Service Composition Approach in the Cloud. - Shangguang Wang; Ao Zhou 001; Ruo Bao; Chou Wu (SERVICES, 2021)

Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming. - Bo Wei 001; Hang Song 001; Shangguang Wang; Jiro Katto (WCNC, 2021)

Multi-agent reinforcement learning for cost-aware collaborative task execution in energy-harvesting D2D networks. - Binbin Huang; Xiao Liu 004; Shangguang Wang; Linxuan Pan; Victor Chang 001 (Comput. Networks, 2021)

SPASC: Strategy-proof auction mechanism with cost and QoS incentive for service composition. - Yao Xia; Zhiqiu Huang; Yonglong Zhang 001; Min Yuan; Shangguang Wang; Yu Zhou 010 (Concurr. Comput. Pract. Exp., 2021)

Virtual vehicle based on incremental learning for navigation service. - Tao Lei; Lei Yang; Zhizhong Shi; Shangguang Wang (Int. J. Web Grid Serv., 2021)

An overview of compute first networking. - Liang Tian; Mingzhe Yang; Shangguang Wang (Int. J. Web Grid Serv., 2021)

Joint Placement of UPF and Edge Server for 6G Network. - Yuanzhe Li; Xiao Ma 009; Mengwei Xu; Ao Zhou 001; Qibo Sun; Ning Zhang 007; Shangguang Wang (IEEE Internet Things J., 2021)

Freshness-Aware Information Update and Computation Offloading in Mobile-Edge Computing. - Xiao Ma 009; Ao Zhou 001; Qibo Sun; Shangguang Wang (IEEE Internet Things J., 2021)

A Blockchain-Enabled Energy-Efficient Data Collection System for UAV-Assisted IoT. - Xiaobin Xu 004; Hui Zhao; Haipeng Yao; Shangguang Wang (IEEE Internet Things J., 2021)

Enabling Technologies for Energy Cloud. - Thar Baker; Zehua Guo 001; Ali Ismail Awad; Shangguang Wang; Benjamin C. M. Fung (J. Parallel Distributed Comput., 2021)

Service Coordination in the Space-Air-Ground Integrated Network. - Yan Guo 004; Qing Li 028; Yuanzhe Li; Ning Zhang 007; Shangguang Wang (IEEE Netw., 2021)

Edge-Enabled Distributed Deep Learning for 5G Privacy Protection. - Qibo Sun; Jinliang Xu; Xiao Ma 009; Ao Zhou 001; Ching-Hsien Hsu; Shangguang Wang (IEEE Netw., 2021)

Resource management of GEO relays for real-time remote sensing. - Xiaobin Xu 004; Hui Zhao; Chang Liu 008; Qi Wang; Shangguang Wang (Peer-to-Peer Netw. Appl., 2021)

Reinforcement Learning for Security-Aware Workflow Application Scheduling in Mobile Edge Computing. - Binbin Huang; Yuanyuan Xiang; Dongjin Yu; Jiaojiao Wang; Zhongjin Li; Shangguang Wang (Secur. Commun. Networks, 2021)

Guest Editorial: Special issue on blockchain and decentralized applications. - Zibin Zheng; Shangguang Wang; Rodrigo N. Calheiros (Softw. Pract. Exp., 2021)

Cost-Efficient Resource Provisioning for Dynamic Requests in Cloud Assisted Mobile Edge Computing. - Xiao Ma 009; Shangguang Wang; Shan Zhang 001; Peng Yang 004; Chuang Lin 002; Xuemin Shen (IEEE Trans. Cloud Comput., 2021)

Cognitive Service Architecture for 6G Core Network. - Yuanzhe Li; Jie Huang 021; Qibo Sun; Tao Sun 010; Shangguang Wang (IEEE Trans. Ind. Informatics, 2021)

A Cloud-Guided Feature Extraction Approach for Image Retrieval in Mobile Edge Computing. - Shangguang Wang; Chuntao Ding; Ning Zhang 007; Xiulong Liu; Ao Zhou 001; Jiannong Cao 001; Xuemin Shen (IEEE Trans. Mob. Comput., 2021)

Delay-Aware Microservice Coordination in Mobile Edge Computing: A Reinforcement Learning Approach. - Shangguang Wang; Yan Guo 004; Ning Zhang 007; Peng Yang 004; Ao Zhou 001; Xuemin Shen (IEEE Trans. Mob. Comput., 2021)

Availability- and Traffic-Aware Placement of Parallelized SFC in Data Center Networks. - Meng Wang 018; Bo Cheng 001; Shangguang Wang; Junliang Chen 001 (IEEE Trans. Netw. Serv. Manag., 2021)

Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities. - Xuanzhe Liu; Shangguang Wang; Yun Ma 002; Ying Zhang 012; Qiaozhu Mei; Yunxin Liu 001; Gang Huang 001 (ACM Trans. Internet Techn., 2021)

Towards Green Service Composition Approach in the Cloud. - Shangguang Wang; Ao Zhou 001; Ruo Bao; Wu Chou; Stephen S. Yau (IEEE Trans. Serv. Comput., 2021)

Collaborative Mobile Edge Computing Through UPF Selection. - Yuanzhe Li; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (CollaborateCom (2), 2022)

Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network. - Zefei Xu; Hongman Wang; Chao Wang 093; Shangguang Wang (DataCom, 2022)

Position Paper: Renovating Edge Servers with ARM SoCs. - Mengwei Xu; Li Zhang 133; Shangguang Wang (SEC, 2022)

Mandheling: mixed-precision on-device DNN training with DSP offloading. - Daliang Xu; Mengwei Xu; Qipeng Wang; Shangguang Wang; Yun Ma 002; Kang Huang; Gang Huang 001; Xin Jin 008; Xuanzhe Liu (MobiCom, 2022)

Congestion Detection and Link Control via Feedback in RDMA Transmission. - Tianshi Wang; Hongwei Kan; Qibo Sun; Shan Xiao; Shangguang Wang (ICSS, 2022)

Demystifying "removed reviews" in iOS app store. - Liu Wang 002; Haoyu Wang 001; Xiapu Luo; Tao Zhang 001; Shangguang Wang; Xuanzhe Liu (ESEC/SIGSOFT FSE, 2022)

Towards Robust Intelligence in Space. - Xin Yuan; Ruolin Xing; Shangguang Wang; Mengwei Xu (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Multi-Dimensional Resource Optimal Allocation Scheme for Tiansuan Constellation. - Chao Wang 093; Qing Li 028; Qibo Sun; Shangguang Wang (WCSP, 2022)

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing. - Sisi Li; Ao Zhou 001; Xiao Ma 009; Mengwei Xu; Shangguang Wang (WWW, 2022)

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. - Qiyang Zhang; Xiang Li 067; Xiangying Che; Xiao Ma 009; Ao Zhou 001; Mengwei Xu; Shangguang Wang; Yun Ma 002; Xuanzhe Liu (WWW, 2022)

CE-Fed: Communication efficient multi-party computation enabled federated learning. - Renuga Kanagavelu; Qingsong Wei; Zengxiang Li; Haibin Zhang; Juniarto Samsudin; Yechao Yang; Rick Siow Mong Goh; Shangguang Wang (Array, 2022)

AutoFedNLP: An efficient FedNLP framework. - Dongqi Cai 001; Yaozong Wu; Shangguang Wang; Felix Xiaozhu Lin; Mengwei Xu (CoRR, 2022)

Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices. - Rongjie Yi; Ting Cao; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (CoRR, 2022)

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading. - Daliang Xu; Mengwei Xu; Qipeng Wang; Shangguang Wang; Yun Ma 002; Kang Huang; Guang Huang; Xin Jin 008; Xuanzhe Liu (CoRR, 2022)

Device-centric Federated Analytics At Ease. - Li Zhang 133; Junji Qiu; Shangguang Wang; Mengwei Xu (CoRR, 2022)

From Earth to Space: A First Deployment of 5G Core Network on Satellite. - Ruolin Xing; Xiao Ma 009; Ao Zhou 001; Schahram Dustdar; Shangguang Wang (CoRR, 2022)

AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. - Dongqi Cai 001; Yaozong Wu; Haitao Yuan 002; Shangguang Wang; Felix Xiaozhu Lin; Mengwei Xu (CoRR, 2022)

Federated NLP in Few-shot Scenarios. - Dongqi Cai 001; Shangguang Wang; Yaozong Wu; Felix Xiaozhu Lin; Mengwei Xu (CoRR, 2022)

SoC-Cluster as an Edge Server: an Application-driven Measurement Study. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Chen; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (CoRR, 2022)

Survey on tracking and registration technology for mobile augmented reality. - Mingzhe Yang; Shangguang Wang; Ning Zhang 007; Ao Zhou 001; Xiao Ma 009 (Int. J. Web Grid Serv., 2022)

Cost-aware edge server placement. - Qiyang Zhang; Shangguang Wang; Ao Zhou 001; Xiao Ma 009 (Int. J. Web Grid Serv., 2022)

5G-Enabled MEC: A Distributed Traffic Steering for Seamless Service Migration of Internet of Vehicles. - Muhammad Rizwan Anwar; Shangguang Wang; Muhammad Faisal Akram; Salman Raza; Shahid Mahmood (IEEE Internet Things J., 2022)

Edge/Cloud-Assisted Feature Extraction in IoT Devices. - Chuntao Ding; Yidong Li; Shangguang Wang (IEEE Internet Things J., 2022)

Price-Aware Service Deployment in Hierarchical Mobile-Edge Computing. - Jie Huang 021; Ao Zhou 001; Shangguang Wang (IEEE Internet Things J., 2022)

Service Coverage for Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Qibo Sun; Houpeng Wang; Suzhi Cao; Fangchun Yang (IEEE Internet Things J., 2022)

Profit-Aware Edge Server Placement. - Yuanzhe Li; Ao Zhou 001; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2022)

Request Scheduling Combined With Load Balancing in Mobile-Edge Computing. - Haojiang Liu; Yuanzhe Li; Shangguang Wang (IEEE Internet Things J., 2022)

Optimized Task Allocation for IoT Application in Mobile-Edge Computing. - Jialei Liu; Chunhong Liu; Bo Wang; Guowei Gao; Shangguang Wang (IEEE Internet Things J., 2022)

Reliability-Enhanced Task Offloading in Mobile Edge Computing Environments. - Jialei Liu; Ao Zhou 001; Chunhong Liu; Tongguang Zhang; Lianyong Qi; Shangguang Wang; Rajkumar Buyya (IEEE Internet Things J., 2022)

Task Offloading and Resource Allocation for IoV Using 5G NR-V2X Communication. - Salman Raza; Shangguang Wang; Manzoor Ahmed; Muhammad Rizwan Anwar; Muhammad Ayzed Mirza; Wali Ullah Khan (IEEE Internet Things J., 2022)

Reinforcement learning for cost-effective IoT service caching at the edge. - Binbin Huang; Xiao Liu 004; Yuanyuan Xiang; Dongjin Yu; Shuiguang Deng; Shangguang Wang (J. Parallel Distributed Comput., 2022)

Buffer-Aware Virtual Reality Video Streaming With Personalized and Private Viewport Prediction. - Ran Zhang 004; Jiang Liu 010; Fangqi Liu 002; Tao Huang 005; Qinqin Tang; Shangguang Wang; F. Richard Yu (IEEE J. Sel. Areas Commun., 2022)

Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing. - Ao Zhou 001; Sisi Li; Xiao Ma 009; Shangguang Wang (IEEE J. Sel. Areas Commun., 2022)

Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. - Chao Wang 093; Lei Liu 031; Chunxiao Jiang; Shangguang Wang; Peiying Zhang 001; Shigen Shen (IEEE J. Sel. Top. Signal Process., 2022)

Artificial Intelligence Powered Mobile Networks: From Cognition to Decision. - Guiyang Luo; Quan Yuan 004; Jinglin Li; Shangguang Wang; Fangchun Yang (IEEE Netw., 2022)

A Cloud-Edge Collaboration Framework for Cognitive Service. - Chuntao Ding; Ao Zhou 001; Yunxin Liu 001; Rong N. Chang; Ching-Hsien Hsu; Shangguang Wang (IEEE Trans. Cloud Comput., 2022)

Guest Editorial Special Issue on Space-Air-Ground Integrated Networks for Intelligent Transportation Systems. - Ning Zhang 007; Tao Han 002; Mehrdad Dianati; Ning Lu 001; Shangguang Wang (IEEE Trans. Intell. Transp. Syst., 2022)

Resource-Aware Feature Extraction in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiulong Liu; Xiao Ma 009; Shangguang Wang (IEEE Trans. Mob. Comput., 2022)

QoS Driven Task Offloading With Statistical Guarantee in Mobile Edge Computing. - Qing Li 028; Shangguang Wang; Ao Zhou 001; Xiao Ma 009; Fangchun Yang; Alex X. Liu (IEEE Trans. Mob. Comput., 2022)

Guest Editor's Introduction: Special Section on EdgeAI as a Service. - Andrzej Goscinski; Elisa Bertino; Shangguang Wang (IEEE Trans. Serv. Comput., 2022)

Multiservice Reliability Evaluation Algorithm Considering Network Congestion and Regional Failure Based on Petri Net. - Lanlan Rui; Xushan Chen; Xiaomei Wang; Zhipeng Gao 001; Xuesong Qiu 001; Shangguang Wang (IEEE Trans. Serv. Comput., 2022)

Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing. - Ao Zhou 001; Xiao Ma 009; Siyi Gao; Shangguang Wang (ACM Trans. Internet Techn., 2022)

Message from Shangguang Wang Chair of IEEE Computer Society (IEEE-CS) Technical Community on Services Computing (TCSVC). - Shangguang Wang (CLOUD, 2023)

FedAdapter: Efficient Federated Learning for Mobile NLP. - Dongqi Cai 001; Yaozong Wu; Shangguang Wang; Mengwei Xu (ACM TUR-C, 2023)

Tutorial: Data Denoising Metrics in Recommender Systems. - Pengfei Wang 009; Chenliang Li; Lixin Zou; Zhichao Feng; Kaiyuan Li; Xiaochen Li; Xialong Liu; Shangguang Wang (CIKM, 2023)

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives. - Chuntao Ding; Zhichao Lu; Shangguang Wang; Ran Cheng; Vishnu Naresh Boddeti (CVPR, 2023)

Satellite Computing: A Case Study of Cloud-Native Satellites. - Chao Wang 093; Yiran Zhang; Qing Li 028; Ao Zhou 001; Shangguang Wang (EDGE, 2023)

Towards Practical Few-shot Federated NLP. - Dongqi Cai 001; Yaozong Wu; Haitao Yuan 002; Shangguang Wang; Felix Xiaozhu Lin; Mengwei Xu (EuroMLSys@EuroSys, 2023)

Carbon Trading Based on Consortium Chain: Building, Modeling, and Analysis. - Chaoying Yan; Lijun Sun; Shangguang Wang; Shuaiyong Li (ICA3PP (4), 2023)

Cooperative Content Caching and Distribution for Satellite CDNs. - Yuwen Chen; Xiao Ma 009; Ao Zhou 001; Shangguang Wang (ICNP, 2023)

Evolution to 6G for Satellite NTN Integration: From Networking Perspective. - Lin Han; Lijun Dong; Alvaro Retana; Richard Li 001; Shangguang Wang; Tianji Jiang (ICNP, 2023)

Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Shangguang Wang (ICPADS, 2023)

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. - Daliang Xu; Qing Li 028; Mengwei Xu; Kang Huang; Gang Huang 001; Shangguang Wang; Xin Jin 008; Yun Ma 002; Xuanzhe Liu (ICSOC (1), 2023)

Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services. - Zhichao Lu; Chuntao Ding; Shangguang Wang; Ran Cheng; Felix Juefei-Xu; Vishnu Naresh Boddeti (ICWS, 2023)

A Reliable Data Transmission Service for Tiansuan Constellation. - Xiaobin Xu 004; Qi Wang; Miaohe Niu; Juan Fang; Shangguang Wang (ICWS, 2023)

Task Offloading Based on Application Hit Ratio. - Junna Zhang; Xinxin Wang; Chuntao Ding; Xiaoyan Zhao 001; Shangguang Wang (ICWS, 2023)

Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing. - Ao Zhou 001; Sisi Li; Xiao Ma 009; Yiran Zhang; Shangguang Wang (ICWS, 2023)

Privacy as a Resource in Differentially Private Federated Learning. - Jinliang Yuan; Shangguang Wang; Shihe Wang; Yuanchun Li; Xiao Ma 009; Ao Zhou 001; Mengwei Xu (INFOCOM, 2023)

Evaluating and Enhancing the Robustness of Federated Learning System against Realistic Data Corruption. - Chen Yang; Yuanchun Li; Hao Lu; Jinliang Yuan; Qibo Sun; Shangguang Wang; Mengwei Xu (ISSRE, 2023)

Understanding and Tackling Label Errors in Deep Learning-Based Vulnerability Detection (Experience Paper). - Xu Nie; Ningke Li; Kailong Wang 001; Shangguang Wang; Xiapu Luo; Haoyu Wang 001 (ISSTA, 2023)

Efficient Federated Learning for Modern NLP. - Dongqi Cai 001; Yaozong Wu; Shangguang Wang; Felix Xiaozhu Lin; Mengwei Xu (MobiCom, 2023)

Federated Few-Shot Learning for Mobile NLP. - Dongqi Cai 001; Shangguang Wang; Yaozong Wu; Felix Xiaozhu Lin; Mengwei Xu (MobiCom, 2023)

Boosting DNN Cold Inference on Edge Devices. - Rongjie Yi; Ting Cao; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (MobiSys, 2023)

SABM: Adaptive Backup Mechanism for Satellite Services. - Chuanxiu Chi; Yiran Zhang; Qibo Sun; Shangguang Wang (SatCom@MobiCom, 2023)

Communicative MARL-based Relevance Discerning Network for Repetition-Aware Recommendation. - Kaiyuan Li; Pengfei Wang 009; Haitao Wang; Qiang Liu; Xingxing Wang; Dong Wang 022; Shangguang Wang (WWW, 2023)

ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. - Yanan Li; Haitao Yuan 002; Zhe Fu; Xiao Ma 009; Mengwei Xu; Shangguang Wang (WWW, 2023)

Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices. - Mengwei Xu; Yaozong Wu; Dongqi Cai 001; Xiang Li 067; Shangguang Wang (CoRR, 2023)

EdgeMoE: Fast On-Device Inference of MoE-based Large Language Models. - Rongjie Yi; Liwei Guo; Shiyun Wei; Ao Zhou 001; Shangguang Wang; Mengwei Xu (CoRR, 2023)

Rethinking Mobile AI Ecosystem in the LLM Era. - Jinliang Yuan; Chen Yang; Dongqi Cai 001; Shihe Wang; Xin Yuan; Zeling Zhang; Xiang Li 067; Dingge Zhang; Hanzi Mei; Xianqing Jia; Shangguang Wang; Mengwei Xu (CoRR, 2023)

The First Verification Test of Space-Ground Collaborative Intelligence via Cloud-Native Satellites. - Shangguang Wang; Qiyang Zhang; Ruolin Xing; Fei Qi; Mengwei Xu (CoRR, 2023)

Service migration in mobile edge computing: A deep reinforcement learning approach. - Hongman Wang; Yingxue Li; Ao Zhou 001; Yan Guo 004; Shangguang Wang (Int. J. Commun. Syst., 2023)

A survey on the optimisation of age of information in wireless networks. - Hongyan Wang; Qibo Sun; Shangguang Wang (Int. J. Web Grid Serv., 2023)

A fairness aware service recommendation method in service ecosystem. - Qiliang Zhu; Yaoling Fan; Shangguang Wang (Int. J. Web Grid Serv., 2023)

Satellite Computing: Vision and Challenges. - Shangguang Wang; Qing Li 028 (IEEE Internet Things J., 2023)

Task offloading in mmWave based 5G vehicular cloud computing. - Salman Raza; Manzoor Ahmed; Haseeb Ahmad; Muhammad Ayzed Mirza; Muhammad Asif Habib; Shangguang Wang (J. Ambient Intell. Humaniz. Comput., 2023)

AI-SPACE: A Cloud-Edge Aggregated Artificial Intelligent Architecture for Tiansuan Constellation-Assisted Space-Terrestrial Integrated Networks. - Xiaobin Xu 004; Qi Wang; Yanzhao Hou; Shangguang Wang (IEEE Netw., 2023)

Reinforcement learning-enabled efficient data gathering in underground wireless sensor networks. - Deng Zhao; Zhangbing Zhou; Shangguang Wang; Bo Liu 011; Walid Gaaloul (Pers. Ubiquitous Comput., 2023)

Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. - Haitao Yuan 002; Sai Wang; Zhifeng Bao; Shangguang Wang (Proc. VLDB Endow., 2023)

Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. - Chuntao Ding; Ao Zhou 001; Xiao Ma 009; Ning Zhang 007; Ching-Hsien Hsu; Shangguang Wang (IEEE Trans. Cloud Comput., 2023)

AoI-Aware Partial Computation Offloading in IIoT With Edge Computing: A Deep Reinforcement Learning Based Approach. - Kai Peng 002; Peiyun Xiao; Shangguang Wang; Victor C. M. Leung (IEEE Trans. Cloud Comput., 2023)

Dependent Application Offloading in Edge Computing. - Junna Zhang; Guoxian Zhang; Xiang Bao; Chuntao Ding; Peiyan Yuan; Xinglin Zhang; Shangguang Wang (IEEE Trans. Cloud Comput., 2023)

Intelligent and Collaborative Orchestration of Network Slices. - Ying Wang 002; Naling Li; Peng Yu 001; Wenjing Li 001; Xuesong Qiu 001; Shangguang Wang; Mohamed Cheriet (IEEE Trans. Serv. Comput., 2023)

TFormer: A Transmission-Friendly ViT Model for IoT Devices. - Zhichao Lu; Chuntao Ding; Felix Juefei-Xu; Vishnu Naresh Boddeti; Shangguang Wang; Yun Yang 001 (IEEE Trans. Parallel Distributed Syst., 2023)

Service Routing in Multi-Tier Edge Computing: A Matching Game Approach. - Shangguang Wang; Yan Guo 004; Xiao Liu 004; Ao Zhou 001 (IEEE J. Sel. Areas Commun., 2023)

Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing. - Xiao Ma 009; Ao Zhou 001; Shan Zhang 001; Qing Li 028; Alex X. Liu; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

User-Oriented Edge Node Grouping in Mobile Edge Computing. - Qing Li 028; Xiao Ma 009; Ao Zhou 001; Xiapu Luo; Fangchun Yang; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

Dependent task offloading mechanism for cloud-edge-device collaboration. - Junna Zhang; Jiawei Chen; Xiang Bao; Chunhong Liu; Peiyan Yuan; Xinglin Zhang; Shangguang Wang (J. Netw. Comput. Appl., 2023)

Online Service Request Duplicating for Vehicular Applications. - Qing Li 028; Xiao Ma 009; Ao Zhou 001; Changhee Joo; Shangguang Wang (IEEE Trans. Mob. Comput., 2023)

Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet. - Yanan Li; Guangqing Deng; Changming Bai; Jingyu Yang; Gang Wang; Hao Zhang; Jin Bai; Haitao Yuan 002; Mengwei Xu; Shangguang Wang (Proc. ACM Manag. Data, 2023)

5G Edge Computing - Technologies, Applications and Future Visions - Xiao Ma 009; Mengwei Xu; Qing Li 028; Yuanzhe Li; Ao Zhou 001; Shangguang Wang (Springer, 2024)

2024 IEEE International Conference on Cloud Computing, Message from the Chairs. - Tevfik Kosar; Krishnan Venkateswaran; Shangguang Wang; Seetharami Seelam; Santonu Sarkar; Xuanzhe Liu (CLOUD, 2024)

2024 IEEE World Congress on Services (SERVICES). - Shangguang Wang (CLOUD, 2024)

2024 IEEE World Congress on Services (SERVICES), Message from Shangguang Wang, Chair of IEEE Computer Society (IEEECS) Technical Community on Services Computing (TCSVC). - Shangguang Wang (SSE, 2024)

Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhifeng Bao; Shangguang Wang (CIKM, 2024)

FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. - Zeling Zhang; Dongqi Cai 001; Yiran Zhang; Mengwei Xu; Shangguang Wang; Ao Zhou 001 (EuroMLSys@EuroSys, 2024)

Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams. - Jinglong Guan; Qiyang Zhang; Ilir Murturi; Praveen Kumar Donta; Schahram Dustdar; Shangguang Wang (ICC, 2024)

Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. - Nan Jiang; Haitao Yuan 002; Jianing Si; Minxiao Chen; Shangguang Wang (ICDE, 2024)

Flexible LAN-WAN Orchestration for Communication Efficient Federated Learning over Large-Scale Mobile Devices. - Jinliang Yuan; Qing Li 028; Fan Dang 001; Xiaofang Mu; Hui Qi; Mengwei Xu; Shangguang Wang (ICPADS, 2024)

Profit-Aware Task Allocation in Satellite Computing. - Jie Huang 021; Ruolin Xing; Xiao Ma 009; Ao Zhou 001; Shangguang Wang (ICWS, 2024)

Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Yuanzhe Li; Shangguang Wang (ICWS, 2024)

Resource-efficient In-orbit Detection of Earth Objects. - Qiyang Zhang; Xin Yuan; Ruolin Xing; Yiran Zhang; Zimu Zheng; Xiao Ma 009; Mengwei Xu; Schahram Dustdar; Shangguang Wang (INFOCOM, 2024)

Energy-Aware Satellite-Ground Co-Inference via Layer-Wise Processing Schedule Optimization. - Yijie Chen; Qiyang Zhang; Ruolin Xing; Yuanzhe Li; Xiao Ma 009; Chaoxin Yu; Yiran Zhang; Ao Zhou 001; Shangguang Wang (Internetware, 2024)

Multi-Modal Inductive Framework for Text-Video Retrieval. - Qian Li 033; Yucheng Zhou 001; Cheng Ji 001; Feihong Lu; Jianian Gong; Shangguang Wang; Jianxin Li 002 (ACM Multimedia, 2024)

Deciphering the Enigma of Satellite Computing with COTS Devices: Measurement and Analysis. - Ruolin Xing; Mengwei Xu; Ao Zhou 001; Qing Li 028; Yiran Zhang; Feng Qian 001; Shangguang Wang (MobiCom, 2024)

Mobile Foundation Model as Firmware. - Jinliang Yuan; Chen Yang; Dongqi Cai 001; Shihe Wang; Xin Yuan; Zeling Zhang; Xiang Li 067; Dingge Zhang; Hanzi Mei; Xianqing Jia; Shangguang Wang; Mengwei Xu (MobiCom, 2024)

Global Prosperity or Local Monopoly? Understanding the Geography of App Popularity. - Liu Wang 002; Conghui Zheng; Haoyu Wang 001; Xiapu Luo; Gareth Tyson; Yi Wang 004; Shangguang Wang (MSR, 2024)

SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices. - Dongqi Cai 001; Shangguang Wang; Zeling Zhang; Felix Xiaozhu Lin; Mengwei Xu (NeurIPS, 2024)

An Enhancement Framework for RDMA Congestion Control in Multi-tenant Datacenters. - Tianshi Wang; Yiran Zhang; Ao Zhou 001; Shangguang Wang (NOMS, 2024)

Exploring Real-Time Satellite Computing: From Energy and Thermal Perspectives. - Qing Li 028; Shangguang Wang; Chenren Xu; Xiao Ma 009; Mengwei Xu; Ao Zhou 001; Ruolin Xing; Boyuan Yang; Zuo Zhu; Ying Zhang 012; Xuanzhe Liu (RTSS, 2024)

POSTER: Adaptive Load Balancing with Flow Block for LLM. - Xingyi Li; Yiran Zhang; Hu Zhang; Shangguang Wang (SIGCOMM (Posters and Demos), 2024)

POSTER: An End-to-End Study on Performance and Reliability of LEO Satellite-Terrestrial Data Links. - Zuo Zhu; Ruolin Xing; Yiran Zhang; Chaoxin Yu; Ao Zhou 001; Shangguang Wang (SIGCOMM (Posters and Demos), 2024)

An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise. - Hongyu Li; Liwei Guo; Yexuan Yang; Shangguang Wang; Mengwei Xu (USENIX ATC, 2024)

FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences. - Mengwei Xu; Dongqi Cai 001; Yaozong Wu; Xiang Li 067; Shangguang Wang (USENIX ATC, 2024)

More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. - Li Zhang 133; Zhe Fu; Boqing Shi; Xiang Li 067; Rujin Lai; Chenyang Yang 004; Ao Zhou 001; Xiao Ma 009; Shangguang Wang; Mengwei Xu (USENIX ATC, 2024)

High-density Mobile Cloud Gaming on Edge SoC Clusters. - Li Zhang 133; Shangguang Wang; Mengwei Xu (USENIX ATC, 2024)

Contextual MAB Oriented Embedding Denoising for Sequential Recommendation. - Zhichao Feng; Pengfei Wang 009; Kaiyuan Li; Chenliang Li; Shangguang Wang (WSDM, 2024)

Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai. - Zhichao Feng; Junjie Xie; Kaiyuan Li; Yu Qin; Pengfei Wang 009; Qianzhong Li; Bin Yin; Xiang Li 067; Wei Lin 022; Shangguang Wang (WWW (Companion Volume), 2024)

Towards Energy-efficient Federated Learning via INT8-based Training on Mobile DSPs. - Jinliang Yuan; Shangguang Wang; Hongyu Li; Daliang Xu; Yuanchun Li; Mengwei Xu; Xuanzhe Liu (WWW, 2024)

A Survey of Resource-efficient LLM and Multimodal Foundation Models. - Mengwei Xu; Wangsong Yin; Dongqi Cai 001; Rongjie Yi; Daliang Xu; Qipeng Wang; Bingyang Wu; Yihao Zhao; Chen Yang; Shihe Wang; Qiyang Zhang; Zhenyan Lu; et al. (CoRR, 2024)

Lightweight Protection for Privacy in Offloaded Speech Understanding. - Dongqi Cai 001; Shangguang Wang; Zeling Zhang; Felix Xiaozhu Lin; Mengwei Xu (CoRR, 2024)

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction. - Qian Li 033; Cheng Ji 001; Shu Guo; Yong Zhao; Qianren Mao; Shangguang Wang; Yuntao Wei; Jianxin Li 002 (CoRR, 2024)

FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts. - Hanzi Mei; Dongqi Cai 001; Ao Zhou 001; Shangguang Wang; Mengwei Xu (CoRR, 2024)

MobileViews: A Large-Scale Mobile GUI Dataset. - Longxi Gao; Li Zhang 133; Shihe Wang; Shangguang Wang; Yuanchun Li; Mengwei Xu (CoRR, 2024)

Recall: Empowering Multimodal Embedding for Edge Devices. - Dongqi Cai 001; Shangguang Wang; Chen Peng; Zeling Zhang; Mengwei Xu (CoRR, 2024)

LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices. - Chuntao Ding; Xu Cao; Jianhang Xie; Linlin Fan; Shangguang Wang; Zhichao Lu (CoRR, 2024)

LLM-Based Misconfiguration Detection for AWS Serverless Computing. - Jinfeng Wen; Zhenpeng Chen; Federica Sarro; Zixi Zhu; Yi Liu 014; Haodi Ping; Shangguang Wang (CoRR, 2024)

PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-training. - Rongjie Yi; Xiang Li 067; Weikai Xie; Zhenyan Lu; Chenghua Wang; Ao Zhou 001; Shangguang Wang; Xiwen Zhang; Mengwei Xu (CoRR, 2024)

Online Request Replication for Obtaining Fresh Information Under Pull Model. - Hongyan Wang; Qibo Sun; Qing Li 028; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2024)

SCOF: Security-Aware Computation Offloading Using Federated Reinforcement Learning in Industrial Internet of Things With Edge Computing. - Kai Peng 002; Peiyun Xiao; Shangguang Wang; Victor C. M. Leung (IEEE Trans. Serv. Comput., 2024)

Battery-Aware Energy Optimization for Satellite Edge Computing. - Qing Li 028; Shangguang Wang; Xiao Ma 009; Ao Zhou 001; Yue Wang 072; Gang Huang 001; Xuanzhe Liu (IEEE Trans. Serv. Comput., 2024)

A Multi-Agent DRL-Based Computation Offloading and Resource Allocation Method With Attention Mechanism in MEC-Enabled IIoT. - Chengfang Ling; Kai Peng 002; Shangguang Wang; Xiaolong Xu 001; Victor C. M. Leung (IEEE Trans. Serv. Comput., 2024)

Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning. - Yang Yang 114; Lei Feng 001; Yao Sun 002; Yangyang Li; Fanqin Zhou; Wenjing Li 001; Shangguang Wang (IEEE Trans. Serv. Comput., 2024)

Toward Efficient Satellite Computing Through Adaptive Compression. - Chen Yang; Qibo Sun; Qiyang Zhang; Hao Lu; Claudio A. Ardagna; Shangguang Wang; Mengwei Xu (IEEE Trans. Serv. Comput., 2024)

QoS Aware Virtual Network Embedding in Space-Air-Ground-Ocean Integrated Network. - Yi Zhang 134; Peiying Zhang 001; Chunxiao Jiang; Shangguang Wang; Hongxia Zhang; Chunming Rong (IEEE Trans. Serv. Comput., 2024)

A Survey of Next-generation Computing Technologies in Space-air-ground Integrated Networks. - Zhishu Shen; Jiong Jin; Cheng Tan; Atsushi Tagami; Shangguang Wang; Qing Li 028; Qiushi Zheng; Jingling Yuan (ACM Comput. Surv., 2024)

Energy-Efficient Federated Training on Mobile Device. - Qiyang Zhang; Zuo Zhu; Ao Zhou 001; Qibo Sun; Schahram Dustdar; Shangguang Wang (IEEE Netw., 2024)

A Resource-Efficient Feature Extraction Framework for Image Processing in IoT Devices. - Chuntao Ding; Yidong Li; Zhichao Lu; Shangguang Wang; Song Guo 001 (IEEE Trans. Mob. Comput., 2024)

Enabling Streaming Analytics in Satellite Edge Computing via Timely Evaluation of Big Data Queries. - Zichuan Xu; Guangyuan Xu; Hao Wang 023; Weifa Liang; Qiufen Xia; Shangguang Wang (IEEE Trans. Parallel Distributed Syst., 2024)

Multiparticipant Double Auction for Resource Allocation and Pricing in Edge Computing. - Jie Huang 021; Sisi Li; Lipei Yang; Jianing Si; Xiao Ma 009; Shangguang Wang (IEEE Internet Things J., 2024)

Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting. - Di Wu 001; Kai Peng 002; Shangguang Wang; Victor C. M. Leung (IEEE Internet Things J., 2024)

Reliability-Aware Proactive Offloading in Mobile Edge Computing Using Stackelberg Game Approach. - Kai Peng 002; Yu Yang; Shangguang Wang; Peiyun Xiao; Victor C. M. Leung (IEEE Internet Things J., 2024)

Coordination of networking and computing: toward new information infrastructure and new services mode. - Xiaoyun Wang; Tao Sun 010; Yong Cui 001; Rajkumar Buyya; Deke Guo; Qun Huang 001; Hassnaa Moustafa; Chen Tian 001; Shangguang Wang (Frontiers Inf. Technol. Electron. Eng., 2024)

A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. - Qiyang Zhang; Xiangying Che; Yijie Chen; Xiao Ma 009; Mengwei Xu; Schahram Dustdar; Xuanzhe Liu; Shangguang Wang (IEEE Trans. Mob. Comput., 2024)

Deep Reinforcement Learning Empowered Resource Allocation in Vehicular Fog Computing. - Lijun Sun; Mingzhi Liu; Jiachen Guo; Xu Yu 001; Shangguang Wang (IEEE Trans. Veh. Technol., 2024)

Seamless Cross-Edge Service Migration for Real-Time Rendering Applications. - Yuanzhe Li; Shangguang Wang; Yuanchun Li; Ao Zhou 001; Mengwei Xu; Xiao Ma 009; Yunxin Liu 001 (IEEE Trans. Mob. Comput., 2024)

Reliability-Aware Task Replication for Mobile Edge Computing. - Lipei Yang; Ao Zhou 001; Xiao Ma 009; Yiran Zhang; Shangguang Wang (IEEE Internet Things J., 2024)

Communication-Efficient Satellite-Ground Federated Learning Through Progressive Weight Quantization. - Chen Yang; Jinliang Yuan; Yaozong Wu; Qibo Sun; Ao Zhou 001; Shangguang Wang; Mengwei Xu (IEEE Trans. Mob. Comput., 2024)

Reinforcement Learning-Based Online Scheduling of Multiple Workflows in Edge Environment. - Binbin Huang; Lingbin Wang; Xiao Liu 004; Zixin Huang; Yuyu Yin; Fujin Zhu; Shangguang Wang; Shuiguang Deng (IEEE Trans. Netw. Serv. Manag., 2024)

Accelerating Vertical Federated Learning. - Dongqi Cai 001; Tao Fan 002; Yan Kang 001; Lixin Fan; Mengwei Xu; Shangguang Wang; Qiang Yang 001 (IEEE Trans. Big Data, 2024)

Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. - Jianing Si; Haitao Yuan 002; Nan Jiang; Minxiao Chen; Xiao Ma 009; Shangguang Wang (ICDE, 2025)

Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. - Jianing Si; Haitao Yuan 002; Xiang Li 067; Nan Jiang; Xiao Ma 009; Guoliang Li 001; Shangguang Wang (ICDE, 2025)

Think Twice Before Imputation: Optimizing Data Imputation Order for Machine Learning. - Jiaxuan Zhang; Haitao Yuan 002; Jianing Si; Nan Jiang; Shangguang Wang (ICDE, 2025)

Emulating Space Computing Networks with RHONE. - Liying Wang; Qing Li 028; Yuhan Zhou; Zhaofeng Luo; Donghao Zhang; Shangguang Wang; Xuanzhe Liu; Chenren Xu (USENIX ATC, 2025)

SLICE: Energy-Efficient Satellite-Ground Co-Inference via Layer-Wise Scheduling Optimization. - Yijie Chen; Qiyang Zhang; Ruolin Xing; Yuanzhe Li; Xiao Ma 009; Yiran Zhang; Ao Zhou 001; Shangguang Wang (IEEE Trans. Serv. Comput., 2025)

A Resource-Efficient Multiple Recognition Services Framework for IoT Devices. - Chuntao Ding; Zhuo Liu; Ao Zhou 001; Jinhui Yu; Yidong Li; Shangguang Wang (IEEE Trans. Serv. Comput., 2025)

FedCLR+: Tackling Onboard Label Constraints for Accurate Federated Satellite Computing. - Chen Yang; Qiyang Zhang; Qibo Sun; Shufeng Ouyang; Ao Zhou 001; Shangguang Wang; Mengwei Xu (IEEE Trans. Serv. Comput., 2025)

Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation. - Zongyu Chang; Feihong Lu; Ziqin Zhu; Qian Li 033; Cheng Ji 001; Zhuo Chen 007; Yang Liu 165; Ruifeng Xu 001; Yangqiu Song; Shangguang Wang; Jianxin Li 002 (CoRR, 2025)

RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning. - Zhihan Zheng; Haitao Yuan 002; Minxiao Chen; Shangguang Wang (Proc. ACM Manag. Data, 2025)

Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes. - Tao Qi; Jinhua Yin; Dongqi Cai 001; Yueqi Xie; Huili Wang; Hu Zhiyang; Peiru Yang; Guoshun Nan; Zhili Zhou 001; Shangguang Wang; Lingjuan Lyu; Yongfeng Huang 001; et al. (CoRR, 2025)

Unveiling overlooked performance variance in serverless computing. - Jinfeng Wen; Zhenpeng Chen; Federica Sarro; Shangguang Wang (Empir. Softw. Eng., 2025)

Rethinking Cost-Efficient VM Scheduling on Public Edge Platforms: A Service Provider's Perspective. - Yanan Li; Xiao Ma 009; Zhe Fu; Ao Zhou 001; Mengwei Xu; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations. - Peiru Yang; Xintian Li; Hu Zhiyang; Jiapeng Wang; Jinhua Yin; Huili Wang; Lizhi He; Shuai Yang; Shangguang Wang; Yongfeng Huang 001; Tao Qi (CoRR, 2025)

A Collaborative Cloud-Edge Approach for Robust Edge Workload Forecasting. - Yanan Li; Penghong Zhao; Xiao Ma 009; Haitao Yuan 002; Zhe Fu; Mengwei Xu; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

Delay- and Resource-Aware Satellite UPF Service Optimization. - Chao Wang 093; Xiao Ma 009; Ruolin Xing; Sisi Li; Ao Zhou 001; Shangguang Wang (IEEE Trans. Mob. Comput., 2025)

LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades. - Yanan Li; Fanxu Meng; Muhan Zhang; Shiai Zhu; Shangguang Wang; Mengwei Xu (CoRR, 2025)

Resource-efficient Algorithms and Systems of Foundation Models: A Survey. - Mengwei Xu; Dongqi Cai 001; Wangsong Yin; Shangguang Wang; Xin Jin 008; Xuanzhe Liu (ACM Comput. Surv., 2025)

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems. - Peiru Yang; Jinhua Yin; Haoran Zheng; Xueying Bai; Huili Wang; Yufei Sun; Xintian Li; Shangguang Wang; Yongfeng Huang 001; Tao Qi (CoRR, 2025)

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness. - Peiru Yang; Xintian Li; Wanchun Ni; Jinhua Yin; Huili Wang; Guoshun Nan; Shangguang Wang; Yongfeng Huang 001; Tao Qi (CoRR, 2025)

MCPWorld: A Unified Benchmarking Testbed for API, GUI, and Hybrid Computer Use Agents. - Yunhe Yan; Shihe Wang; Jiajun Du; Yexuan Yang; Yuxuan Shan; Qichen Qiu; Xianqing Jia; Xinge Wang; Xin Yuan; Xu Han; Mao Qin; Yinxiao Chen; et al. (CoRR, 2025)

GroupNL: Low-Resource and Robust CNN Design over Cloud and Device. - Chuntao Ding; Jianhang Xie; Junna Zhang; Salman Raza; Shangguang Wang; Jiannong Cao 001 (CoRR, 2025)

MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs. - Zhenyan Lu; Daliang Xu; Dongqi Cai 001; Zexi Li; Wei Liu 061; Fangming Liu; Shangguang Wang; Mengwei Xu (CoRR, 2025)

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhihan Zheng; Sai Wu; Ao Zhou 001; Shangguang Wang (Proc. ACM Manag. Data, 2025)

S-MGHSTN: Towards An Effective Streaming Traffic Accident Risk Prediction Framework. - Minxiao Chen; Haitao Yuan 002; Nan Jiang; Zhihan Zheng; Zhifeng Bao; Ao Zhou 001; Jiaxin Jiang; Shangguang Wang (IEEE Trans. Knowl. Data Eng., 2025)

FOOL: Addressing the Downlink Bottleneck in Satellite Computing With Neural Feature Compression. - Alireza Furutanpey; Qiyang Zhang; Philipp Raith; Tobias Pfandzelter; Shangguang Wang; Schahram Dustdar (IEEE Trans. Mob. Comput., 2025)

EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices. - Rongjie Yi; Liwei Guo; Shiyun Wei; Ao Zhou 001; Shangguang Wang; Mengwei Xu (IEEE Trans. Mob. Comput., 2025)

From Earth to Orbit: Launch Sequence Optimization for LEO Mega-Constellations. - Tianze Huang; Qing Li 028; Chenren Xu; Mengwei Xu; Shangguang Wang; Gang Huang 001; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)

SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs. - Qiyang Zhang; Shangguang Wang; Jinglong Guan; Praveen Kumar Donta; Xiao Ma 009; RangaRao Venkatesha Prasad; Schahram Dustdar; Xuanzhe Liu (IEEE Trans. Mob. Comput., 2025)