Ziyu Jia - RankMe

84 papers A* 21B 1Misc 3Journal 52Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multimodal fNIRS-EEG Dataset for Unilateral Limb Motor Imagery. CoRR Lufeng Feng, Baomin Xu, Haoran Zhang, Bihai Lin, Zuxuan Deng, Sidi Tao, Chenyu Liu, Shifan Jia, Li Duan, Ziyu Jia
2026	A*	`conf`	DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise. AAAI Zhuoxuan Liang, Wei Li, Dalin Zhang, Ziyu Jia, Yidan Chen, Zhihong Wang, Xiangping Zheng, Moustafa Youssef
2026	J	`jnl`	Gastric cancer detection using a hybrid version of gated recurrent unit network and adjusted tyrannosaurus optimization algorithm. Biomed. Signal Process. Control. Chaofan Gong, Ziyu Jia, Peng Yuan, Shunlei Li, Jiafu Ji, Noradin Ghadimi
2026	J	`jnl`	LERD: Latent Event-Relational Dynamics for Neurodegenerative Classification. CoRR Hairong Chen, Yicheng Feng, Ziyu Jia, Samir Bhatt, Hengguan Huang
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`	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
2026	J	`jnl`	Structured Prototype-Guided Adaptation for EEG Foundation Models. CoRR Jingying Ma, Feng Wu, Yucheng Xing, Qika Lin, Tianyu Liu, Chenyu Liu, Ziyu Jia, Mengling Feng
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	A*	`conf`	A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition. IJCAI Shuang Wu, Heng Liang, Yong Zhang, Yanlin Chen, Ziyu Jia
2025	Misc	`conf`	A Domain Adversarial Learning Framework for Major Depression Disorder Diagnosis. ICASSP Shaozhe Liu, Leike An, 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`	A universal sampling method based on feature and structural comprehensive proximity measure. Neurocomputing Jinhui Pang, Cheng Shang, Ziyu Jia, Peng Hao, Weilong Wang, Xiaoshuai Hao
2025	J	`jnl`	Brain Foundation Models: A Survey on Advancements in Neural Signal Processing and Brain Discovery. CoRR Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen
2025	J	`jnl`	Brain Foundation Models: A survey on advancements in neural signal processing and brain discovery. IEEE Signal Process. Mag. Xinliang Zhou, Chenyu Liu, Zhisheng Chen, Kun Wang, Yi Ding, Ziyu Jia, Qingsong Wen
2025	J	`jnl`	CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging. IEEE Internet Things J. Shuo Ma, Yingwei Zhang, Yunqi Liu, Yiqiang Chen, Weiwen Yang, Jianrong Yang, Mingming Zhao, Ziyu Jia
2025	J	`jnl`	CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model. CoRR Jingying Ma, Feng Wu, Qika Lin, Yucheng Xing, Chenyu Liu, Ziyu Jia, Mengling Feng
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`	Disentangling Emotional Bases and Transient Fluctuations: A Low-Rank Sparse Decomposition Approach for Video Affective Analysis. CoRR Feng-Qi Cui, Jinyang Huang, Ziyu Jia, Xinyu Li, Xin Yan, Xiaokang Zhou, Meng Wang
2025	J	`jnl`	DistillSleepNet: Heterogeneous Multi-Level Knowledge Distillation via Teacher Assistant for Sleep Staging. IEEE Trans. Big Data Ziyu Jia, Heng Liang, Yucheng Liu, Haichao Wang, Tianzi Jiang
2025	J	`jnl`	DynSeizureGAT: Multi-Band Dynamic Graph Attention Network for Interpretable Seizure Detection and Analysis of Drug-Resistant Epilepsy Using SEEG. IEEE J. Biomed. Health Informatics Yiping Wang, Jinjie Guo, Ziyu Jia, Gongpeng Cao, Yanfeng Yang, Guixia Kang, Jinguo Huang
2025	J	`jnl`	ECHO: Toward Contextual Seq2Seq Paradigms in Large EEG Models. CoRR Chenyu Liu, Yuqiu Deng, Tianyu Liu, Jinan Zhou, Xinliang Zhou, Ziyu Jia, Yi Ding
2025	J	`jnl`	EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth. CoRR Zheng Lian, Licai Sun, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao
2025	J	`jnl`	Every Subtlety Counts: Fine-grained Person Independence Micro-Action Recognition via Distributionally Robust Optimization. CoRR Feng-Qi Cui, Jinyang Huang, Anyang Tong, Ziyu Jia, Jie Zhang, Zhi Liu, Dan Guo, Jianwei Lu, Meng Wang
2025	J	`jnl`	Exploiting the Intrinsic Neighborhood Semantic Structure for Domain Adaptation in EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. Yi Yang, Ze Wang, Yu Song, Ziyu Jia, Boyu Wang, Tzyy-Ping Jung, Feng Wan
2025	J	`jnl`	HATNet: EEG-Based Hybrid Attention Transfer Learning Network for Train Driver State Detection. IEEE Trans. Cybern. Shuxiang Lin, Chaojie Fan, Demin Han, Ziyu Jia, Yong Peng, Sam Kwong
2025	J	`jnl`	Introducing Multimodal Paradigm for Learning Sleep Staging PSG via General-Purpose Model. CoRR Jianheng Zhou, Chenyu Liu, Jinan Zhou, Yi Ding, Yang Liu, Haoran Luo, Ziyu Jia, Xinliang Zhou
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`	RoboAfford++: A Generative AI-Enhanced Dataset for Multimodal Affordance Learning in Robotic Manipulation and Navigation. CoRR Xiaoshuai Hao, Yingbo Tang, Lingfeng Zhang, Yanbiao Ma, Yunfeng Diao, Ziyu Jia, Wenbo Ding, Hangjun Ye, Long Chen
2025	A*	`conf`	ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging. IJCAI Jingying Ma, Qika Lin, Ziyu Jia, Mengling Feng
2025	A*	`conf`	Sera: Separated Coarse-to-fine Representation Alignment for Cross-subject EEG-based Emotion Recognition. ACM Multimedia Zhihao Jia, Meiyan Xu, Jingyuan Wang, Ziyu Jia, Yong Li, Xinliang Zhou, Chenyu Liu, Junfeng Yao, Yi Ding
2025	A*	`conf`	SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination. ICLR Shuo Ma, Yingwei Zhang, Yiqiang Chen, Hualei Wang, Yuan Jin, Wei Zhang, Ziyu Jia
2025	J	`jnl`	Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification. IEEE J. Biomed. Health Informatics Jing Wang, Xuehui Wang, Xiaojun Ning, Youfang Lin, Huy Phan, Ziyu Jia
2025	J	`jnl`	Two-Stream Dynamic Heterogeneous Graph Recurrent Neural Network for Multi-Label Multi-Modal Emotion Recognition. IEEE Trans. Affect. Comput. Jing Wang, Zhiyang Feng, Xiaojun Ning, Youfang Lin, Badong Chen, Ziyu Jia
2025	J	`jnl`	Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning. CoRR Zhisheng Chen, Yingwei Zhang, Qizhen Lan, Tianyu Liu, Huacan Wang, Yi Ding, Ziyu Jia, Ronghao Chen, Kun Wang, Xinliang Zhou
2024	J	`jnl`	A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective. CoRR Chenyu Liu, Xinliang Zhou, Yihao Wu, Yi Ding, Liming Zhai, Kun Wang, Ziyu Jia, Yang Liu
2024	—	`conf`	A Multimodal Knowledge Distillation Framework for Sleep Physiological Data. ADMA (4) Zongting Xie, Heng Liang, Ziyu Jia
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	A*	`conf`	ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification. IJCAI Ziyu Jia, Xihao Yang, Chenyang Zhou, Haoyang Deng, Tianzi Jiang
2024	J	`jnl`	BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging. CoRR Xinliang Zhou, Yuzhe Han, Zhisheng Chen, Chenyu Liu, Yi Ding, Ziyu Jia, Yang Liu
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`	Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification. ACM Trans. Intell. Syst. Technol. Shuo Ma, Yingwei Zhang, Yiqiang Chen, Tao Xie, Shuchao Song, Ziyu Jia
2024	J	`jnl`	Graph Neural Networks in EEG-based Emotion Recognition: A Survey. CoRR Chenyu Liu, Xinliang Zhou, Yihao Wu, Ruizhi Yang, Liming Zhai, Ziyu Jia, Yang Liu
2024	J	`jnl`	Learning Robust Global-Local Representation From EEG for Neural Epilepsy Detection. IEEE Trans. Artif. Intell. Xinliang Zhou, Chenyu Liu, Ruizhi Yang, Liangwei Zhang, Liming Zhai, Ziyu Jia, Yang Liu
2024	J	`jnl`	MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition. IEEE Trans. Instrum. Meas. Xiaojun Ning, Jing Wang, Youfang Lin, Xiyang Cai, Haobin Chen, Haijun Gou, Xiaoli Li, Ziyu Jia
2024	A*	`conf`	Multi-level Disentangling Network for Cross-Subject Emotion Recognition Based on Multimodal Physiological Signals. IJCAI Ziyu Jia, Fengming Zhao, Yuzhe Guo, Hairong Chen, Tianzi Jiang
2024	J	`jnl`	Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition. Neural Networks Jing Wang, Xiaojun Ning, Wei Xu, Yunze Li, Ziyu Jia, Youfang Lin
2024	A*	`conf`	Mutual Distillation Extracting Spatial-temporal Knowledge for Lightweight Multi-channel Sleep Stage Classification. KDD Ziyu Jia, Haichao Wang, Yucheng Liu, Tianzi Jiang
2024	A*	`conf`	SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting. IJCAI Ziyu Zhou, Gengyu Lyu, Yiming Huang, Zihao Wang, Ziyu Jia, Zhen Yang
2024	J	`jnl`	ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging. CoRR Jingying Ma, Qika Lin, Ziyu Jia, Mengling Feng
2024	A*	`conf`	SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination. ACM Multimedia Shuo Ma, Yingwei Zhang, Qiqi Zhang, Yiqiang Chen, Haoran Wang, Ziyu Jia
2024	—	`conf`	Spatial-Temporal Mamba Network for EEG-Based Motor Imagery Classification. ADMA (3) Xiaoxiao Yang, Ziyu Jia
2024	J	`jnl`	Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification. CoRR Xiaoxiao Yang, Ziyu Jia
2024	J	`jnl`	Spectral-Spatial Attention Alignment for Multi-Source Domain Adaptation in EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. Yi Yang, Ze Wang, Wei Tao, Xucheng Liu, Ziyu Jia, Boyu Wang, Feng Wan
2024	A*	`conf`	VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition. ICLR Chenyu Liu, Xinliang Zhou, Zhengri Zhu, Liming Zhai, Ziyu Jia, Yang Liu
2024	A*	`conf`	VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition. IJCAI Chenyu Liu, Xinliang Zhou, Jiaping Xiao, Zhengri Zhu, Liming Zhai, Ziyu Jia, Yang Liu
2024	—	`conf`	Wavelet Multi-level Multi-scale Neural Network for EEG Classification. BIBM Zhenghao Zhou, Yisu Wang, Fengming Zhao, Ziyu Jia
2023	B	`conf`	A Spatial-Temporal Transformer based on Domain Generalization for Motor Imagery Classification. SMC Shaozhe Liu, Leike An, Chi Zhang, Ziyu Jia
2023	J	`jnl`	A parallel multi-scale time-frequency block convolutional neural network based on channel attention module for motor imagery classification. Biomed. Signal Process. Control. Hongli Li, Hongyu Chen, Ziyu Jia, Ronghua Zhang, Feichao Yin
2023	A*	`conf`	ASTDF-Net: Attention-Based Spatial-Temporal Dual-Stream Fusion Network for EEG-Based Emotion Recognition. ACM Multimedia Peiliang Gong, Ziyu Jia, Pengpai Wang, Yueying Zhou, Daoqiang Zhang
2023	—	`conf`	An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. EMBC Xinliang Zhou, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu
2023	J	`jnl`	An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance. CoRR Xinliang Zhou, Dan Lin, Ziyu Jia, Jiaping Xiao, Chenyu Liu, Liming Zhai, Yang Liu
2023	A*	`conf`	BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging. ICLR Yuchen Liu, Ziyu Jia
2023	A*	`conf`	EmotionKD: A Cross-Modal Knowledge Distillation Framework for Emotion Recognition Based on Physiological Signals. ACM Multimedia Yucheng Liu, Ziyu Jia, Haichao Wang
2023	Misc	`conf`	Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network. ICASSP Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, Jing Wang
2023	J	`jnl`	Interpretable and Robust AI in EEG Systems: A Survey. CoRR Xinliang Zhou, Chenyu Liu, Liming Zhai, Ziyu Jia, Cuntai Guan, Yang Liu
2023	A*	`conf`	Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG. IJCAI Heng Liang, Yucheng Liu, Haichao Wang, Ziyu Jia
2022	J	`jnl`	Hybrid spiking neural network for sleep electroencephalogram signals. Sci. China Inf. Sci. Ziyu Jia, Junyu Ji, Xinliang Zhou, Yuhan Zhou
2022	Misc	`conf`	Multi-Level Spatial-Temporal Adaptation Network for Motor Imagery Classification. ICASSP Wei Xu, Jing Wang, Ziyu Jia, Zhiqing Hong, Yunze Li, Youfang Lin
2021	A*	`conf`	HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. ACM Multimedia Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen
2021	J	`jnl`	HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. CoRR Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen
2021	J	`jnl`	Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification. CoRR Ziyu Jia, Youfang Lin, Jing Wang, Xiaojun Ning, Yuanlai He, Ronghao Zhou, Yuhan Zhou, Li-Wei H. Lehman
2021	A*	`conf`	SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. IJCAI Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang
2021	J	`jnl`	SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. CoRR Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang
2021	—	`conf`	Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging. BIBM Xiyang Cai, Ziyu Jia, Zehui Jiao
2020	—	`conf`	BrainSleepNet: Learning Multivariate EEG Representation for Automatic Sleep Staging. BIBM Xiyang Cai, Ziyu Jia, Minfang Tang, Gaoxing Zheng
2020	A*	`conf`	GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification. IJCAI Ziyu Jia, Youfang Lin, Jing Wang, Ronghao Zhou, Xiaojun Ning, Yuanlai He, Yaoshuai Zhao
2020	A*	`conf`	Learning Space-Time-Frequency Representation with Two-Stream Attention Based 3D Network for Motor Imagery Classification. ICDM Zhenqi Li, Jing Wang, Ziyu Jia, Youfang Lin
2020	—	`conf`	MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification. ECML/PKDD (3) Ziyu Jia, Youfang Lin, Jing Wang, Kaixin Yang, Tianhang Liu, Xinwang Zhang
2020	J	`jnl`	Representation based on ordinal patterns for seizure detection in EEG signals. Comput. Biol. Medicine Yunxiao Liu, Youfang Lin, Ziyu Jia, Yan Ma, Jing Wang
2020	A*	`conf`	SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition. ACM Multimedia Ziyu Jia, Youfang Lin, Xiyang Cai, Haobin Chen, Haijun Gou, Jing Wang
2020	J	`jnl`	SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging. IEEE Trans. Artif. Intell. Ziyu Jia, Xiyang Cai, Gaoxing Zheng, Jing Wang, Youfang Lin
2019	J	`jnl`	Detecting Causality in Multivariate Time Series via Non-Uniform Embedding. Entropy Ziyu Jia, Youfang Lin, Zehui Jiao, Yan Ma, Jing Wang