| 2026 | DASFAA | PAPT: Periodic-Aware Transformer with Polynomial Trend Fitting for General Time Series Forecasting. | Xiuyuan Wei, Jiadong Chen, Yuchen Fang, Yinbo Sun, Xiaofeng Gao, Lintao Ma, Guihai Chen |
| 2026 | WWW | Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators Forecasting. | Mohan Gao, Zhemeng Yu, Yang Luo, Lintao Ma, Yinbo Sun, Yuchen Fang, Xiaofeng Gao |
| 2025 | DASFAA | CausalScaler: A Causality-Driven Autoscaling Framework for the Cloud. | Zhemeng Yu, Yang Luo, Yucen Gao, Yinbo Sun, Xiaofeng Gao, Lintao Ma, Guihai Chen |
| 2024 | CIKM | Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting. | Shiyu Wang, Zhixuan Chu, Yinbo Sun, Yu Liu, Yuliang Guo, Yang Chen, Huiyang Jian, Lintao Ma, Xingyu Lu, Jun Zhou |
| 2023 | DASFAA | Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation. | Shiyu Wang, Yinbo Sun, Yan Wang, Fan Zhou, Lintao Ma, James Zhang, Yangfei Zheng |
| 2023 | IJCAI | Full Scaling Automation for Sustainable Development of Green Data Centers. | Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Lintao Ma, James Zhang, Yangfei Zheng, Liu Jian |
| 2022 | ICDM | End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation. | Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng |
| 2022 | IJCAI | Memory Augmented State Space Model for Time Series Forecasting. | Yinbo Sun, Lintao Ma, Yu Liu, Shijun Wang, James Zhang, Yangfei Zheng, Hu Yun, Lei Lei, Yulin Kang, Llinbao Ye |