主要论文 |
W.W. Zhang, J.Z. Luo, L. Chen, J.Q. Liu*, “A Trajectory Prediction-based and Dependency-aware Container Migration for Mobile Edge Computing,” IEEE Transactions on Services Computing (TSC), vol. 16, no. 5, pp. 3168-3181, 2023. (SCI二区，CCF A) Y.F. Jiang, W.W. Zhang*, Y.X. Chen, “Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning,” IEEE Transactions on Information Forensics and Security (TIFS), vol. 18, pp. 1625-1637, 2023. (SCI一区，CCF A) W.W. Zhang, Y.X. Chen, Y.F. Jiang, J.Q. Liu*, “Delay-constrained Client Selection for Heterogeneous Federated Learning in Intelligent Transportation Systems,” IEEE Transactions on Network Science and Engineering (TNSE), vol. 11, no. 1, pp.1042-1054, 2024. (SCI二区) J.Q. Liu, B. Deng, C.F. Zou, B. Zeng, W.W. Zhang*, J.X. Tan, “Multi-lane Detection by Combining Line Anchor and Feature Shift for Urban Traffic Management,” Engineering Applications of Artificial Intelligence (EAAI), Volume 123, Part A, August 2023, 106238. (SCI二区，CCF C) R.F. Liang, W.W. Zhang*, H.M. Ye, “Interpretable Deep Learning Based Text Regression for Financial Prediction,” Expert Systems, 2023. (SCI四区，CCF C) W.W. Zhang, L. Chen, J.Z. Luo, J.Q. Liu*, “A Two-Stage Container Management in the Cloud for Optimizing the Load Balancing and Migration Cost,” Future Generation Computer Systems (FGCS), Vol. 135, pp. 303-314, 2022. (SCI二区，CCF C) L. Chen, W.W. Zhang*, H.M. Ye, “Accurate workload prediction for edge data centers: Savitzky-Golay filter, CNN and BiLSTM with attention mechanism,” Applied Intelligence, bol. 52, pp.13027–13042, 2022. (SCI二区，CCF C) W.X. Chen, K.X. Yang*, Z.W. Yu, W.W. Zhang, “Double-kernel based class-specific broad learning system for multiclass imbalance learning,” Knowledge-Based Systems, vol. 253, 11 October 2022, 109535. (SCI一区，CCF C) H.M. Ye, W.W. Zhang*, M.N. Nie, “An Improved Semi-supervised Variational Autoencoder with Gate Mechanism for Text Classification,” International Journal of Pattern Recognition and Artificial Intelligence, Vol. 36, No. 10, pp. 2253006-1-2253006-21, 2022. (SCI四区，CCF C) W.X. Chen, K.X. Yang*, W.W. Zhang, Y.F. Shi, Z.W. Yu, “Double-Kernelized Weighted Broad Learning System for Imbalanced Data,” Neural Computing and Applications, vol. 34, pp. 19923-19936, 2022. (SCI三区，CCF C) H.B. Zhang, Q. Chen, W.W. Zhang*, “Improving Entity Linking with Two Adaptive Features,” Frontiers of Information Technology & Electronic Engineering, vol. 23, pp. 1620-1630, 2022. (SCI三区，CCF C) T.Q. Lai, L.L. Cheng, D.P. Wang, H.M. Ye, W.W. Zhang*, “RMAN: Relational multi-head attention neural network for joint extraction of entities and relations,” Applied Intelligence, vol. 52, pp. 3132-3142, 2022. (SCI二区，CCF C) Y.Q. Zhu*, J. Samsudin, R. Kanagavelu, W.W. Zhang, L. Wang, T.T. Aye and S.M. Goh, “Fast Recovery MapReduce (FAR-MR) to Accelerate Failure Recovery in Big Data Analysis”, The Journal of Supercomputing 76 (5), 3572-3588, 2020. (SCI四区，CCF C) Y.F. Zhu, D.P. Wang and W.W. Zhang*, “Joint Opinion Target and Target-oriented Opinion Words Extraction by BERT and IOT Model,” the 2nd Symposium on Signal Processing Systems, 2020. (Best Paper Presentation) W.W. Zhang, Y.G. Wen, “Energy-efficient Task Execution for Application as a General Topology in Mobile Cloud Computing,” IEEE Transactions on Cloud Computing (TCC), vol. 6, no. 3, pp. 708-719, 2018. (SCI二区，CCF C) W.W. Zhang, Y.G. Wen and X.W. Zhang, “Towards Virus Scanning as a Service in Mobile Cloud Computing: Energy-Efficient Dispatching Policy under N-Version Protection,” IEEE Transactions on Emerging Topics in Computing (TETC), vol. 6, no. 1, pp. 122-134, 2018. (SCI二区) W.W. Zhang, Y.G. Wen, Y.W. Wong, K.C. Toh and C. H. Chen “Towards Joint Optimization over ICT and Cooling Systems in Data Centre: A Survey,” IEEE Communications Surveys & Tutorials, vol. 18, no. 3, pp. 1596-1616, 2016. (SCI一区，影响因子：35.6) G.Y. Gao, W.W. Zhang, Y.G. Wen, Z. Wang and W.W. Zhu, “Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned from User Viewing Patterns,” IEEE Transactions on Multimedia (TMM), vol. 17, no.8, pp.1286-1296, 2015. (SCI一区，CCF B) W.W. Zhang, Y.G. Wen and D.P. Wu, “Collaborative Task Execution in Mobile Cloud Computing under Stochastic Wireless Channel,” IEEE Transactions on Wireless Communications (TWC), vol. 14, no. 1, pp. 81-93, 2014. (SCI一区，CCF B) W.W. Zhang, Y.G. Wen and H.H. Chen, “Towards Transcoding as a Service: Energy-Efficient Offloading Policy for Green Mobile Cloud,” IEEE Network, vol. 28, no. 6, pp. 67-73, 2014. (SCI二区) Y.C. Jin, Y.G. Wen and W.W. Zhang, “Content Routing and Lookup Schemes using Global Bloom Filter for Content-Delivery-as-a-Service,” IEEE Systems Journal, vol. 8, no. 1, pp. 268-278, 2014. (SCI二区) W.W. Zhang, Y.G. Wen, J.F. Cai and D.P. Wu, “Towards Transcoding as a Service in Multimedia Cloud: Energy-Efficient Job Dispatching Algorithm,” IEEE Transactions on Vehicular Technology (TVT), vol. 63, pp. 2002-2012, 2014. (SCI二区) W.W. Zhang, Y.G. Wen, Z.Z. Chen and A. Khitsi, “QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming over Wireless Networks,” IEEE Transactions on Multimedia (TMM), vol. 15, no. 6, pp. 1431-1445, 2013. (SCI一区，CCF B) W.W. Zhang, Y.G. Wen, K. Guan, D. Kilper, H.Y. Luo and D.P. Wu, “Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel,” IEEE Transactions on Wireless Communications (TWC), vol. 12, no. 9, pp. 4569-4581, 2013. (SCI一区，CCF B) W.W. Zhang, Y.G. Wen, J. Wu and H. Li, “Towards a Unified Elastic Computing Platform for Smartphones with Cloud Support,” IEEE Network, vol. 27, no. 5, pp. 34-40, 2013. (SCI二区) W.Z. Hu, W.W. Zhang, H. Hu and Y.G. Wen, “Wearable Computing Going Green: Energy-Optimal Data Transmission for Multi-Sensor Wearable Devices,” the 10th EAI International Conference on Communications and Networking in China (ChinaCom), Shanghai, China, August 15-17 2015. (Best Paper Award) W.W. Zhang and Y.G. Wen, “Energy-Efficient Dispatching Policy for Virus Scanning as a Service under N-Version Protection,” IEEE International Conference on Wireless Communications and Signal Processing, 2014, pp. 1-6. (Best Paper Award) G.Y. Gao, W.W. Zhang, Y.G. Wen, Z. Wang, W.W. Zhu and Y.P. Tan, “Cost-Optimal Video Transcoding in Media Cloud: Insights from User Viewing Pattern,” IEEE International Conference on Multimedia and Expo (ICME), 2014, pp. 1-6. (CCF B) W.W. Zhang, Y.G. Wen and D.P. Wu, “Energy-efficient Scheduling Policy for Collaborative Execution in Mobile Cloud Computing,” IEEE INFOCOM, 2013, pp. 190-194. (CCF A) Y.G. Wen, W.W. Zhang and H.Y. Luo, “Energy-Optimal Mobile Application Execution: Taming Resource-Poor Mobile Devices with Cloud Clones,” IEEE INFOCOM, 2012, pp. 2716-2720. (CCF A) |
