Biography
Qi Sun is a master of cyberspace security at Huazhong University of Science and Technology. His research interests include natural language processing, time series forecasting and big data analysis.
Interests
- Natural Language Processing
- Time Series Forecasting
- Formal Analysis
Education
MEng in Cyberspace Security, 2022
Huazhong University of Science and Technology
BSc in Data Science, 2018
North University of China
Projects
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Data-Driven hybrid method for capacity estimation of lithium-ion batteries.
Verification and falsification of ADAS under cyberattacks based on hybrid automaton reachability and deep reinforcement learning.
Pretrained language model based nested named entity recognition of manufacturing text.
Deep reinforcement learning based vehicle motion control.
Publications
(2024).
Capacity Estimation of Lithium-ion Battery with Multi-task Autoencoder and Empirical Mode Decomposition.
Measurement.
(2024).
Root Cause Analysis for Industrial Process Anomalies through the Integration of Knowledge Graph and Large Language Model.
Chinese Control Conference.
(2024).
Safety Verification of Advanced Driver Assistance Systems Using Hybrid Automaton Reachability.
IEEE International Conference on Systems, Man, and Cybernetics.
(2024).
Spatial-Temporal Dependency Based Multivariate Time Series Anomaly Detection for Industrial Processes.
International Conference on Intelligent Computing.
Posts
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Basics of recurrent neural networks and the difference between the long short-term memory (LSTM) and gated neural unit (GRU).