🔥 News

• 2026.02 Our paper “A Class-Aware Supervised Contrastive Quadratic Neural Network for Imbalanced Bearing Fault Diagnosis” has been accepted at IEEE Transactions on Reliability.

• 2026.01 Our paper “Prior knowledge-embedded first-layer interpretable paradigm for rail transit vehicle human-computer collaboration fault monitoring” has been accepted at Journal of Industrial Information Integration.

• 2025.12 I have successfully defended my PhD dissertation in PolyU and became a dual Ph.D.

• 2025.11 Our paper “Chaos-inspired active learning for physics-informed neural networks to assess the reliability of multi-state systems” has been accepted at Reliability Engineering & System Safety.

• 2025.08 Our paper “Marginal Contribution Spectral Fusion Network for Remote Hyperspectral Soil Organic Matter Estimation” has been accepted at Remote Sensing.

• 2025.08 I have successfully defended my PhD dissertation and became a Ph.D.

• 2025.07 Our paper “One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks” has been accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence.

• 2025.03 Our tutorial proposal “Recently Advancement of Introducing Neural Diversity into Deep Learning “ has been accepted for presentation at the 2025 International Joint Conference on Neural Networks (IJCNN) Slide.