VLDB 2026 Research / reviewers in the wild / expert
Jialan Liu
dblp:02/798
· DBLP profile ↗
14ranked-venue papers
5as first author
14since 2021 · last 2026
0000-0002-0425-728XORCID · corroborated
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 9 · 3 first-author · 9 since 2021Databases, data management, data science and information retrieval · 5 · 2 first-author · 5 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | A collinearity-aware spatiotemporal graph attention fusion network for spindle thermal-error prediction and digital-twin compensation
Wenjun Xian, Jialan Liu, Giovanni Totis, Liang Wang 0021 |
Eng. Appl. Artif. Intell. | 3 |
| 2025 | A compressed tensor-based edge-deployable framework for multi-source thermal error compensation in face gear machining
Jialan Liu, Giovanni Totis, Chunlei Hua, Gangwei Cui, Liang Wang 0021, Ruijun Xue, Zhi Tan, Yuansheng Zhou, Jianqiang Zhou, Xiaolei Deng, Shengbin Weng |
Adv. Eng. Informatics | 1 |
| 2025 | A real-time spatiotemporal error compensation framework for face gear grinding
Jialan Liu, Giovanni Totis, Chunlei Hua, Gangwei Cui, Liang Wang 0021, Ruijun Xue, Zhi Tan, Yuansheng Zhou, Jianqiang Zhou, Xiaolei Deng, Shengbin Weng |
Eng. Appl. Artif. Intell. | 1 |
| 2025 | A multi-scale spatial-temporal interaction fusion network for digital twin-based thermal error compensation in precision machine tools
Rongfeng Mu, Chunlei Hua, Liang Wang 0021, Jialan Liu, Giovanni Totis, Yuansheng Zhou, Jianqiang Zhou, Xiaolei Deng, Shengbin Weng |
Expert Syst. Appl. | 7 |
| 2024 | Modeling and compensation of small-sample thermal error in precision machine tool spindles using spatial-temporal feature interaction fusion network
Xuesong Mei, Yuansheng Zhou, Jialan Liu, Shuang Zeng, Hongquan Gui, Jianqiang Zhou, Shengbin Weng |
Adv. Eng. Informatics | 8 |
| 2024 | Multi-layer parallel-perceptual-fusion spatiotemporal graph convolutional network for cross-domain, poor thermal information prediction in cloud-edge control services
Lang Zhang, Jialan Liu, Giovanni Totis, Shengbin Weng |
Adv. Eng. Informatics | 3 |
| 2024 | Thermal error prediction of precision boring machine tools based on extreme gradient boosting algorithm-improved sailed fish optimizer-bi-directional ordered neurons-long short-term memory neural network model and physical-edge-cloud system
Jialan Liu, Hongquan Gui, Shuang Zeng, Fangqiong Luo |
Eng. Appl. Artif. Intell. | 3 |
| 2024 | Revolutionizing gear hobbing machine precision: Innovative thermal error compensation and intelligent error control with enhanced crystal structure algorithm and self-attention bidirectional minimal gated unit network
Jinrui Fan, Jialan Liu, Hongquan Gui |
Expert Syst. Appl. | 4 |
| 2023 | Intelligent digital-twin prediction and reverse control system architecture for thermal errors enabled by deep learning and cloud-edge computing
Jialan Liu, Hongquan Gui |
Expert Syst. Appl. | 1 |
| 2023 | Thermal error prediction and control method combining residual-based one-dimensional convolution-minimum gate unit model with physical-data-edge-cloud terminal architecture
Fangqiong Luo, Jialan Liu, Hongquan Gui |
Neural Comput. Appl. | 3 |
| 2022 | Geometric-thermal error control system for gear profile grinding machine
Jialan Liu, Hongquan Gui |
Adv. Eng. Informatics | 1 |
| 2022 | Correlation analysis-based thermal error control with ITSA-GRU-A model and cloud-edge-physical collaboration framework
Qiang Yuan, Jialan Liu, Hongquan Gui |
Adv. Eng. Informatics | 3 |
| 2022 | New mist-edge-fog-cloud system architecture for thermal error prediction and control enabled by deep-learning
Hongquan Gui, Jialan Liu, Shilong Wang 0001 |
Eng. Appl. Artif. Intell. | 2 |
| 2022 | Transfer learning-based thermal error prediction and control with deep residual LSTM network
Jialan Liu, Hongquan Gui |
Knowl. Based Syst. | 1 |