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Ziyu Jia
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2020 – today
- 2024
- [j8]Cheng Cheng
, Wenzhe Liu, Zhaoxin Fan, Lin Feng, Ziyu Jia:
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data. Neural Networks 172: 106111 (2024) - [j7]Xiaojun Ning
, Jing Wang
, Youfang Lin
, Xiyang Cai
, Haobin Chen
, Haijun Gou
, Xiaoli Li
, Ziyu Jia
:
MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j6]Shuo Ma
, Yingwei Zhang
, Yiqiang Chen
, Tao Xie
, Shuchao Song
, Ziyu Jia
:
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification. ACM Trans. Intell. Syst. Technol. 15(1): 14:1-14:30 (2024) - [c17]Chenyu Liu, Xinliang Zhou, Zhengri Zhu, Liming Zhai, Ziyu Jia, Yang Liu:
VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition. ICLR 2024 - [i6]Chenyu Liu, Xinliang Zhou, Yihao Wu, Ruizhi Yang, Liming Zhai, Ziyu Jia, Yang Liu:
Graph Neural Networks in EEG-based Emotion Recognition: A Survey. CoRR abs/2402.01138 (2024) - 2023
- [j5]Hongli Li, Hongyu Chen, Ziyu Jia, Ronghua Zhang, Feichao Yin:
A parallel multi-scale time-frequency block convolutional neural network based on channel attention module for motor imagery classification. Biomed. Signal Process. Control. 79(Part): 104066 (2023) - [c16]Xinliang Zhou
, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu:
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. EMBC 2023: 1-5 - [c15]Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, Jing Wang:
Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network. ICASSP 2023: 1-5 - [c14]Yuchen Liu, Ziyu Jia:
BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging. ICLR 2023 - [c13]Heng Liang, Yucheng Liu, Haichao Wang, Ziyu Jia:
Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG. IJCAI 2023: 3948-3956 - [c12]Peiliang Gong
, Ziyu Jia
, Pengpai Wang
, Yueying Zhou
, Daoqiang Zhang
:
ASTDF-Net: Attention-Based Spatial-Temporal Dual-Stream Fusion Network for EEG-Based Emotion Recognition. ACM Multimedia 2023: 883-892 - [c11]Yucheng Liu
, Ziyu Jia
, Haichao Wang
:
EmotionKD: A Cross-Modal Knowledge Distillation Framework for Emotion Recognition Based on Physiological Signals. ACM Multimedia 2023: 6122-6131 - [c10]Shaozhe Liu, Leike An, Chi Zhang
, Ziyu Jia:
A Spatial-Temporal Transformer based on Domain Generalization for Motor Imagery Classification. SMC 2023: 3789-3794 - [i5]Xinliang Zhou
, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu:
Interpretable and Robust AI in EEG Systems: A Survey. CoRR abs/2304.10755 (2023) - [i4]Xinliang Zhou
, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu:
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. CoRR abs/2304.14920 (2023) - 2022
- [j4]Ziyu Jia, Junyu Ji, Xinliang Zhou
, Yuhan Zhou:
Hybrid spiking neural network for sleep electroencephalogram signals. Sci. China Inf. Sci. 65(4) (2022) - [c9]Wei Xu, Jing Wang, Ziyu Jia, Zhiqing Hong, Yunze Li, Youfang Lin
:
Multi-Level Spatial-Temporal Adaptation Network for Motor Imagery Classification. ICASSP 2022: 1251-1255 - 2021
- [c8]Xiyang Cai, Ziyu Jia, Zehui Jiao:
Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging. BIBM 2021: 1262-1265 - [c7]Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang:
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. IJCAI 2021: 2614-2620 - [c6]Ziyu Jia, Youfang Lin
, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen:
HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. ACM Multimedia 2021: 1047-1056 - [i3]Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang:
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. CoRR abs/2105.13864 (2021) - [i2]Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen:
HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. CoRR abs/2108.03354 (2021) - [i1]Ziyu Jia, Youfang Lin, Jing Wang, Xiaojun Ning, Yuanlai He, Ronghao Zhou, Yuhan Zhou, Li-Wei H. Lehman:
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification. CoRR abs/2109.01824 (2021) - 2020
- [j3]Yunxiao Liu, Youfang Lin
, Ziyu Jia, Yan Ma
, Jing Wang:
Representation based on ordinal patterns for seizure detection in EEG signals. Comput. Biol. Medicine 126: 104033 (2020) - [j2]Ziyu Jia, Xiyang Cai, Gaoxing Zheng
, Jing Wang
, Youfang Lin
:
SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging. IEEE Trans. Artif. Intell. 1(3): 248-257 (2020) - [c5]Xiyang Cai, Ziyu Jia, Minfang Tang, Gaoxing Zheng
:
BrainSleepNet: Learning Multivariate EEG Representation for Automatic Sleep Staging. BIBM 2020: 976-979 - [c4]Zhenqi Li, Jing Wang, Ziyu Jia, Youfang Lin
:
Learning Space-Time-Frequency Representation with Two-Stream Attention Based 3D Network for Motor Imagery Classification. ICDM 2020: 1124-1129 - [c3]Ziyu Jia, Youfang Lin, Jing Wang, Ronghao Zhou, Xiaojun Ning, Yuanlai He, Yaoshuai Zhao:
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification. IJCAI 2020: 1324-1330 - [c2]Ziyu Jia, Youfang Lin
, Xiyang Cai, Haobin Chen, Haijun Gou, Jing Wang:
SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition. ACM Multimedia 2020: 2909-2917 - [c1]Ziyu Jia, Youfang Lin
, Jing Wang, Kaixin Yang, Tianhang Liu, Xinwang Zhang:
MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification. ECML/PKDD (3) 2020: 736-751
2010 – 2019
- 2019
- [j1]Ziyu Jia
, Youfang Lin
, Zehui Jiao
, Yan Ma
, Jing Wang
:
Detecting Causality in Multivariate Time Series via Non-Uniform Embedding. Entropy 21(12): 1233 (2019)
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last updated on 2024-08-14 23:14 CEST by the dblp team
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