Cong Xu

According to our database, Cong Xu authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Deep-to-broad technique to accelerate deep neural networks.

Hongjia Zhu, Cong Xu, Lin Ma, Haifeng Li

Expert Syst. Appl., 2025

2024

Adaptively Optimized Masking EMD for Separating Intrinsic Oscillatory Modes of Nonstationary Signals.

Congshan Sun, Hongwei Li, Cong Xu, Lin Ma, Haifeng Li

IEEE Signal Process. Lett., 2024

A novel capsule network based on Multi-Order Descartes Extension Transformation.

Hongjia Zhu, Cong Xu, Lin Ma, Haifeng Li

Neurocomputing, 2024

A novel multi-feature fusion attention neural network for the recognition of epileptic EEG signals.

Congshan Sun, Cong Xu, Hongwei Li, Hongjian Bo, Lin Ma, Haifeng Li

Frontiers Comput. Neurosci., 2024

EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals.

Guangyu Wang, Wenchao Liu, Yuhong He, Cong Xu, Lin Ma, Haifeng Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MCAHNN: Multi-Channel EEG Emotion Recognition Using Attention Mechanism Based on Householder Reflection.

Qinglong Liu, Wenhao Jiang, Shihang Ding, Kaixuan Wang, Hongjian Bo, Cong Xu, Lin Ma, Haifeng Li

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Exploring the Neural Dynamics in Temporal Lobe Epilepsy: A Study using Transformer and Hidden Markov Models.

Wenhao Jiang, Zhiguo Lin, Kaixuan Wang, Shihang Ding, Chunying Fang, Hongjian Bo, Cong Xu, Shengkun Yu, Tianyu Wang, Yifei Gu, Tiejun Zhao, Haifeng Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Multimodal Brain Signal Analysis with State-Space Modeling: A Study on Working Memory.

Wenhao Jiang, Qinglong Liu, Kaixuan Wang, Shihang Ding, Hongjian Bo, Cong Xu, Lin Ma, Haifeng Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

fNIRS emotion recognition method based on multi-scale fusion features.

Shihang Ding, Kaixuan Wang, Wenhao Jiang, Cong Xu, Hongjian Bo, Lin Ma, Haifeng Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2022

MODENN: A Shallow Broad Neural Network Model Based on Multi-Order Descartes Expansion.

Haifeng Li, Cong Xu, Lin Ma, Hongjian Bo, David Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Emotion Recognition Based on Representation Dissimilarity Matrix.

Hongjian Bo, Cong Xu, Boying Wu, Lin Ma, Haifeng Li

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

2019

Speech Emotion Recognition Using Multi-granularity Feature Fusion Through Auditory Cognitive Mechanism.

Cong Xu, Haifeng Li, Hongjian Bo, Lin Ma

Proceedings of the Cognitive Computing - ICCC 2019, 2019