Published in Under Review, 2025
Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang. (2025). "DynEformer: A Unified Framework for Robust Workload Prediction Under Dynamic Environment." IEEE Transactions on Knowledge and Data Engineering (Under Review).
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Published in Journal of Cloud Computing, 2022
Shaoyuan Huang, Yuxi Zhang, Guozheng Peng, Juan Zhao, Keping Zhu, Heng Zhang, Xiaofei Wang*. (2022). "MF-GCN-LSTM: A Cloud-Edge Distributed Framework for Key Positions Prediction in Grid Projects." Journal of Cloud Computing. (JCR-2, IF:4.0)
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Published in IEEE Transactions on Mobile Computing, 2022
Shaoyuan Huang, Heng Zhang, Xiaofei Wang*, Min Chen, Jianxin Li, Victor C.M. Leung. (2022). "Fine-grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks." IEEE Transactions on Mobile Computing. (JCR-1, IF:7.9)
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Published in IEEE Transactions on Cloud Computing (TCC), 2025
Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Xin Wang, Victor C.M. Leung, Wenyu Wang. (2025). "Large-scale Measurements and Optimizations on Latency in Edge Clouds." IEEE Transactions on Cloud Computing. (JCR-2, IF:5.4)
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Published in IEEE Transactions on Parallel and Distributed Systems, 2023
Hui Sun, Yiru Chen, Kewei Sha, Shaoyuan Huang, Xiaofei Wang, Weisong Shi. (2023). "A Proactive On-Demand Content Placement Strategy in Edge Intelligent Gateways." IEEE Transactions on Parallel and Distributed Systems. (JCR-1, IF:5.6)
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Published in IEEE Transactions on Knowledge and Data Engineering, 2022
Heng Zhang, Shaoyuan Huang, Xin Wang, Jianxin Li, Xiaofei Wang*, Victor C. M. Leung. (2022). "A Measurement-driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks." IEEE Transactions on Knowledge and Data Engineering. (JCR-1, IF:8.9)
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Published in 31TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD), 2025
Shaoyuan Huang, Tiancheng Zhang, Zhongtian Zhang, Xiaofei Wang, Lanjun Wang, Xin Wang. (2025). "MetaEformer: Unveiling and Leveraging Meta-Patterns for Complex and Dynamic Systems Load Forecasting." 31TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD). (CCF-A)
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Published in IEEE International Conference on Computer Communications (IEEE INFOCOM), 2024
Shaoyuan Huang, Zheng Wang, Zhongtian Zhang, Heng Zhang, Xiaofei Wang, Wenyu Wang. (2024). "Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms." IEEE International Conference on Computer Communications (IEEE INFOCOM). (CCF-A)
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Published in 29TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD), 2023
Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang. (2023). "One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms." 29TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD). (CCF-A)
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Published in 2021 IEEE International Conference on Smart Internet of Things (IEEE SmartIoT), 2021
Shaoyuan Huang, Guozheng Peng, Yi Zhang, Juan Zhao, Keping Zhu, Heng Zhang, Xiaofei Wang. (2021). "Spatial-Temporal-Correlation Multi-Feature-based Project Engineering and Prediction in Smart Grid." 2021 IEEE International Conference on Smart Internet of Things (SmartIoT).
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Published in 30th ACM International Conference on Information and Knowledge Management (ACM CIKM), 2021
Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C.M. Leung. (2021). "Spatial-Temporal-Social Multi-Feature-based Fine Grained Hot Spots Prediction for Content Delivery Services in 5G Era." 30th ACM International Conference on Information and Knowledge Management (ACM CIKM). (CCF-B)
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Published in IEEE International Conference on Computer Communications (IEEE INFOCOM), 2025
Yuting Li, Shaoyuan Huang, Tengwen Zhang, Cheng Zhang, Xiaofei Wang, Victor C.M. Leung. (2025). "Sentinel: Scheduling Live Streams with Proactive Anomaly Detection in Crowdsourced Cloud-Edge Platforms." IEEE International Conference on Computer Communications (IEEE INFOCOM). (CCF-A)
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Published in IFIP International Conference on Network and Parallel Computing, 2024
Ci Chu, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Cheng Gao, Di Nayato. (2024). "QDPformer: Quantum-Driven Workload Prediction Model Based on Transformer." IFIP International Conference on Network and Parallel Computing, 435-447.
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Published in IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems, 2024
Tiancheng Zhang, Tao Luo, Shaoyuan Huang, Yi Li, Xiaofei Wang. (2024). "IRNet: INVANETs Performance Prediction via Spatio-Temporal Graph Attention Networks." IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems.
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Published in AAAI 2024 Demonstration Program, 2024
Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Wenyu Wang. (2024). "EasyTS: The Express Lane to Long Time Series Forecasting." AAAI 2024 Demonstration Program. (CCF-A)
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Published in IEEE International Conference on Computer Communications (IEEE INFOCOM), 2024
Heng Zhang, Zixuan Cui, Shaoyuan Huang, Deke Guo, Xiaofei Wang, Wenyu Wang. (2024). "QM-RGNN: An Efficient Online QoS Measurement Framework with Sparse Matrix Imputation for Distributed Edge Clouds." IEEE International Conference on Computer Communications (IEEE INFOCOM). (CCF-A)
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Published in IEEE/ACM International Symposium on Quality of Service (IWQoS), 2023
Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Victor C. M. Leung, Wenyu Wang. (2023). "How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild." IEEE/ACM International Symposium on Quality of Service (IWQoS). (CCF-B)
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