Cheng Cheng

25 papers B 2Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual-branch multiscale model based on Bi-Mamba for EEG emotion recognition.
Biomed. Signal Process. Control.
Lin Feng, Yongzhen Huo, Yuqiu Kong, Cheng Cheng
2026 J jnl
MBDA: A modality-balanced framework with data augmentation and alignment for multimodal emotion recognition.
Neural Networks
Cheng Cheng, Ruisi Shang, Zixu Wang, Huazhi Li, Ziyu Jia
2026 J jnl
MSDA-Net: Multi-source Domain Adaptive Network for Multi-modal Emotion Recognition.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Cheng Cheng, Xingxing Cai, Hengrui Qi, Wenyun Chen, Yong Zhang
2026 J jnl
Modality-aware fusion with alignment and balancing for robust multimodal emotion recognition.
Inf. Fusion
Cheng Cheng, WenZhe Liu, Ruisi Shang, Yikang Cheng, Ziyu Jia
2026 J jnl
Multi-view multi-scale adapter squeeze excitation network with domain generalization for cross-subject emotion recognition.
Expert Syst. Appl.
Cheng Cheng, WenZhe Liu, Ziyu Jia, Weiqi He
2025 J jnl
A Cross-Modal Adaptive Masked Autoencoder for Decoding Emotions With Multimodal Data.
IEEE Trans. Comput. Soc. Syst.
Cheng Cheng, WenZhe Liu, Yong Zhang, Lin Feng, Ziyu Jia
2025 J jnl
A Multi-stage Hemisphere Asymmetry Fusion Network Inspired by the brain for EEG depression detection.
Inf. Fusion
Cheng Cheng, WenZhe Liu, Ziyu Jia, Wenbo Luo
2025 J jnl
DISD-Net: A Dynamic Interactive Network With Self-Distillation for Cross-Subject Multi-Modal Emotion Recognition.
IEEE Trans. Multim.
Cheng Cheng, WenZhe Liu, Xinying Wang, Lin Feng, Ziyu Jia
2025 J jnl
EEG-based emotion recognition based on 4D feature representations and multiple attention mechanisms.
Biomed. Signal Process. Control.
Yong Zhang, Jingzi Qu, Qi Zhang, Cheng Cheng
2025 J jnl
Improving vision-language alignment with graph spiking hybrid networks.
Knowl. Based Syst.
Siyu Zhang, WenZhe Liu, Yeming Chen, Yiming Wu, Heming Zheng, Cheng Cheng
2025 J jnl
MPFBL: Modal pairing-based cross-fusion bootstrap learning for multimodal emotion recognition.
Neurocomputing
Yong Zhang, Yongqing Liu, Hongkai Li, Cheng Cheng, Ziyu Jia
2025 J jnl
SASD-MCL: Semi-supervised alignment self-distillation with mixed contrastive learning for cross-subject EEG emotion recognition.
Neural Networks
Yong Zhang, Wenyun Chen, Xingxing Cai, Cheng Cheng
2024 J jnl
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data.
Neural Networks
Cheng Cheng, WenZhe Liu, Zhaoxin Fan, Lin Feng, Ziyu Jia
2024 J jnl
Dense Graph Convolutional With Joint Cross-Attention Network for Multimodal Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Cheng Cheng, WenZhe Liu, Lin Feng, Ziyu Jia
2024 J jnl
Emotion recognition using hierarchical spatial-temporal learning transformer from regional to global brain.
Neural Networks
Cheng Cheng, WenZhe Liu, Lin Feng, Ziyu Jia
2024 J jnl
Hybrid Network Using Dynamic Graph Convolution and Temporal Self-Attention for EEG-Based Emotion Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Cheng Cheng, Zikang Yu, Yong Zhang, Lin Feng
2023 B conf
Action Reinforcement and Indication Module for Single-frame Temporal Action Localization.
IJCNN
Zikang Yu, Cheng Cheng, Wujun Wen, Wenxuan Guo, Lin Feng
2023 J jnl
Multi-Domain Encoding of Spatiotemporal Dynamics in EEG for Emotion Recognition.
IEEE J. Biomed. Health Informatics
Cheng Cheng, Yong Zhang, Luyao Liu, WenZhe Liu, Lin Feng
2023 J jnl
SS-INR: Spatial-Spectral Implicit Neural Representation Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens.
Xinying Wang, Cheng Cheng, Shenglan Liu, Ruoxi Song, Xiang-Hai Wang, Lin Feng
2022 J jnl
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism.
IEEE J. Biomed. Health Informatics
Lin Feng, Cheng Cheng, Mingyan Zhao, Huiyuan Deng, Yong Zhang
2022 J jnl
Emotion recognition using heterogeneous convolutional neural networks combined with multimodal factorized bilinear pooling.
Biomed. Signal Process. Control.
Yong Zhang, Cheng Cheng, Shuai Wang, Tianqi Xia
2022 J jnl
Multimodal emotion recognition based on manifold learning and convolution neural network.
Multim. Tools Appl.
Yong Zhang, Cheng Cheng, YiDie Zhang
2021 J jnl
Multimodal Emotion Recognition Using a Hierarchical Fusion Convolutional Neural Network.
IEEE Access
Yong Zhang, Cheng Cheng, YiDie Zhang
2020 J jnl
Ensemble emotion recognizing with multiple modal physiological signals.
CoRR
Jing Zhang, Yong Zhang, Suhua Zhan, Cheng Cheng
2019 B conf
Multi-Channel Physiological Signal Emotion Recognition Based on ReliefF Feature Selection.
ICPADS
Yong Zhang, Cheng Cheng, Tianzhen Chen