NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification.

[BibT_eX]

[DOI]

Zhenyu Xia

Xinlei Huang

Suvash C. Saha

CoRR, June, 2025

Learn from Balance: Rectifying Knowledge Transfer for Long-Tailed Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Predicting Gene Regulatory Relationship in Cancer Using LLM and Graph Neural Network from Known Regulations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification.

[BibT_eX]

[DOI]

Proceedings of the Data Science and Machine Learning, 2025

PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

ADF-Net: An Attention-Guided Dual-Branch Fusion Network for Building Change Detection near the Shanghai Metro Line Using Sequences of TerraSAR-X Images.

[BibT_eX]

[DOI]

Remote. Sens., March, 2024

Research on Threat Assessment evaluation model based on improved CNN algorithm.

[BibT_eX]

[DOI]

Multim. Tools Appl., March, 2024

scFusionTTT: Single-cell transcriptomics and proteomics fusion with Test-Time Training layers.

[BibT_eX]

[DOI]

CoRR, 2024

Investigating overlapping deformation patterns of the Beijing Plain by independent component analysis of InSAR observations.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2024

Virtual Student Distribution Knowledge Distillation for Long-Tailed Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Adaptive Informative Semantic Knowledge Transfer for Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Amalgamating Knowledge for Comprehensive Classification with Uncertainty Suppression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

ClearKD: Clear Knowledge Distillation for Medical Image Classification.

[BibT_eX]

[DOI]

Xinlei Huang

Ning Jiang

Jialiang Tang

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Knowledge Distillation via Information Matching.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Correlation Guided Multi-teacher Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Joint Regularization Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Dy-KD: Dynamic Knowledge Distillation for Reduced Easy Examples.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Feature Reconstruction Distillation with Self-attention.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Dynamic Feature Distillation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Cross-Layer Fusion for Feature Distillation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Optimizing Knowledge Distillation via Shallow Texture Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Stimulates Potential for Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

A Spatial-Scale Evaluation of Soil Consolidation Concerning Land Subsidence and Integrated Mechanism Analysis at Macro-, and Micro-Scale: A Case Study in Chongming East Shoal Reclamation Area, Shanghai, China.

[BibT_eX]

[DOI]