| 2026 | ICDCS | Prism: Proactive Workload-Aware Optimization for Hybrid-Service in LMaaS Systems. | Yuting Li, Chao Qiu, Shaoyuan Huang, Tengwen Zhang, Yunfeng Zhao, Xiaofei Wang |
| 2025 | ECAI | HRS: Hybrid Representation Framework with Scheduling Awareness for Time Series Forecasting in Crowdsourced Cloud-Edge Platforms. | Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang, Wenyu Wang |
| 2025 | INFOCOM | Sentinel: Scheduling Live Streams with Proactive Anomaly Detection in Crowdsourced Cloud-Edge Platforms. | Yuting Li, Shaoyuan Huang, Tengwen Zhang, Cheng Zhang, Xiaofei Wang, Victor C. M. Leung |
| 2025 | KDD | MetaEformer: Unveiling and Leveraging Meta-Patterns for Complex and Dynamic Systems Load Forecasting. | Shaoyuan Huang, Tiancheng Zhang, Zhongtian Zhang, Xiaofei Wang, Lanjun Wang, Xin Wang |
| 2024 | AAAI | EasyTS: The Express Lane to Long Time Series Forecasting. | Tiancheng Zhang, Shaoyuan Huang, Cheng Zhang, Xiaofei Wang, Wenyu Wang |
| 2024 | INFOCOM | Seer: Proactive Revenue-Aware Scheduling for Live Streaming Services in Crowdsourced Cloud-Edge Platforms. | Shaoyuan Huang, Zheng Wang, Zhongtian Zhang, Heng Zhang, Xiaofei Wang, Wenyu Wang |
| 2024 | INFOCOM | QM-RGNN: An Efficient Online QoS Measurement Framework with Sparse Matrix Imputation for Distributed Edge Clouds. | Heng Zhang, Zixuan Cui, Shaoyuan Huang, Deke Guo, Xiaofei Wang, Wenyu Wang |
| 2024 | NPC | MTEE: Multiscale Temporal Entropy Evaluation Paradigm for Heterogeneous Complex Datasets. | Ledong An, Chenyang Wang, Shaoyuan Huang, Yang Guo, Cheng Zhang, Chao Qiu, Xiaofei Wang |
| 2024 | NPC | QDPformer: Quantum-Driven Workload Prediction Model Based on Transformer. | Zixuan Cui, Shaoyuan Huang, Cheng Zhang, Xudong Li, Xiaofei Wang, Chao Qiu, Dusit Niyato |
| 2024 | NPC | AnaNET: Anatomical Network for Aggregated Time Series Forecasting in Multi-layered Architecture. | Tiancheng Zhang, Cheng Zhang, Shuren Liu, Xiaofei Wang, Shaoyuan Huang |
| 2023 | IWQoS | How Far Have Edge Clouds Gone? A Spatial-Temporal Analysis of Edge Network Latency In the Wild. | Heng Zhang, Shaoyuan Huang, Mengwei Xu, Deke Guo, Xiaofei Wang, Victor C. M. Leung, Wenyu Wang |
| 2023 | KDD | One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms. | Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang |
| 2021 | CIKM | Spatio-Temporal-Social Multi-Feature-based Fine-Grained Hot Spots Prediction for Content Delivery Services in 5G Era. | Shaoyuan Huang, Heng Zhang, Xiaofei Wang, Min Chen, Jianxin Li, Victor C. M. Leung |