Spatio-Temporal-Social Multi-Feature-based Fine-Grained Hot Spots Prediction for Content Delivery Services in 5G Era. - Shaoyuan Huang; Heng Zhang 032; Xiaofei Wang 001; Min Chen 003; Jianxin Li 001; Victor C. M. Leung (CIKM, 2021)

Spatial-Temporal-Correlation Multi-Feature-based Project Engineering and Prediction in Smart Grid. - Shaoyuan Huang; Guozheng Peng; Yuxi Zhang; Juan Zhao; Keping Zhu; Heng Zhang 032; Xiaofei Wang 001 (SmartIoT, 2021)

MF-GCN-LSTM: a cloud-edge distributed framework for key positions prediction in grid projects. - Shaoyuan Huang; Yuxi Zhang; Guozheng Peng; Juan Zhao; Keping Zhu; Heng Zhang 032; Xiaofei Wang 001 (J. Cloud Comput., 2022)

How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild. - Heng Zhang 032; Shaoyuan Huang; Mengwei Xu; Deke Guo; Xiaofei Wang 001; Victor C. M. Leung; Wenyu Wang (IWQoS, 2023)

One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms. - Shaoyuan Huang; Zheng Wang 001; Heng Zhang 032; Xiaofei Wang 001; Cheng Zhang 007; Wenyu Wang (KDD, 2023)

A Proactive On-Demand Content Placement Strategy in Edge Intelligent Gateways. - Hui Sun 002; Yiru Chen; Kewei Sha; Shaoyuan Huang; Xiaofei Wang 001; Weisong Shi (IEEE Trans. Parallel Distributed Syst., 2023)

A Measurement-Driven Analysis and Prediction of Content Propagation in the Device-to-Device Social Networks. - Heng Zhang 032; Shaoyuan Huang; Xin Wang 030; Jianxin Li 001; Xiaofei Wang 001; Victor C. M. Leung (IEEE Trans. Knowl. Data Eng., 2023)

EasyTS: The Express Lane to Long Time Series Forecasting. - Tiancheng Zhang 009; Shaoyuan Huang; Cheng Zhang 007; Xiaofei Wang 001; Wenyu Wang (AAAI, 2024)

Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms. - Shaoyuan Huang; Zheng Wang 001; Zhongtian Zhang; Heng Zhang 032; Xiaofei Wang 001; Wenyu Wang (INFOCOM, 2024)

QM-RGNN: An Efficient Online QoS Measurement Framework with Sparse Matrix Imputation for Distributed Edge Clouds. - Heng Zhang 032; Zixuan Cui; Shaoyuan Huang; Deke Guo; Xiaofei Wang 001; Wenyu Wang (INFOCOM, 2024)

MTEE: Multiscale Temporal Entropy Evaluation Paradigm for Heterogeneous Complex Datasets. - Ledong An; Chenyang Wang 001; Shaoyuan Huang; Yang Guo; Cheng Zhang 019; Chao Qiu; Xiaofei Wang 001 (NPC (1), 2024)

QDPformer: Quantum-Driven Workload Prediction Model Based on Transformer. - Zixuan Cui; Shaoyuan Huang; Cheng Zhang 007; Xudong Li; Xiaofei Wang 001; Chao Qiu; Dusit Niyato (NPC (1), 2024)

AnaNET: Anatomical Network for Aggregated Time Series Forecasting in Multi-layered Architecture. - Tiancheng Zhang 009; Cheng Zhang 019; Shuren Liu; Xiaofei Wang 001; Shaoyuan Huang (NPC (1), 2024)

Large-Scale Measurements and Optimizations on Latency in Edge Clouds. - Heng Zhang 032; Shaoyuan Huang; Mengwei Xu; Deke Guo; Xiaofei Wang 001; Xin Wang 030; Victor C. M. Leung; Wenyu Wang (IEEE Trans. Cloud Comput., 2024)

Fine-Grained Spatio-Temporal Distribution Prediction of Mobile Content Delivery in 5G Ultra-Dense Networks. - Shaoyuan Huang; Heng Zhang 032; Xiaofei Wang 001; Min Chen 003; Jianxin Li 001; Victor C. M. Leung (IEEE Trans. Mob. Comput., 2024)

Sentinel: Scheduling Live Streams with Proactive Anomaly Detection in Crowdsourced Cloud-Edge Platforms. - Yuting Li; Shaoyuan Huang; Tengwen Zhang; Cheng Zhang 007; Xiaofei Wang 001; Victor C. M. Leung (INFOCOM, 2025)

MetaEformer: Unveiling and Leveraging Meta-patterns for Complex and Dynamic Systems Load Forecasting. - Shaoyuan Huang; Tiancheng Zhang 009; Zhongtian Zhang; Xiaofei Wang 001; Lanjun Wang; Xin Wang 030 (CoRR, 2025)

HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms. - Tiancheng Zhang 009; Cheng Zhang 019; Shuren Liu; Xiaofei Wang 001; Shaoyuan Huang; Wenyu Wang (CoRR, 2025)