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SRIS (Smart, Reliable, and Interpretable Systems) lab is a research group directed by Dr. Gang Chen at South China University of Technology. The main research interest includes machine learning, formal methods, control theory, signal processing and their applications on cyber-physical system monitoring and control.

Recent News


    [April 25, 2024] Our paper "Bearing Fault Diagnosis via Robust PCA with Nonconvex Rank Approximation" has been accepted by IEEE Sensors Journal.

    [April 9, 2024] Our paper " Knowledge-Based Clustering Federated Learning for Fault Diagnosis in Robotic Assembly Systems" has been accepted by Knowledge-Based Systems.

    [March 25, 2024] Our paper "Extended Residual Learning with One-shot Imitation Learning for Robotic Assembly in Semi-structured Environment" has been accepted by Frontiers in Neurorobotics.

    [March 18, 2024] Our paper "Task attention-based multimodal policy and curriculum residual learning for context generalization in robotic assembly" has been accepted by Applied Intelligence.

    [Jan 30, 2024] Our paper "A Neural-symbolic Network for Interpretable Fault Diagnosis of Rolling Element Bearings Based on Temporal Logic" has been accepted by IEEE Transactions on Instrumentation and Measurement.

    [Jan 22, 2024] Our paper "Control/Physical Systems Co-design with Spectral Temporal Logic Specifications and Its Applications to MEMS" has been accepted by the International Journal of Control.

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