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Bin Hu
ORCID
Publication Activity (10 Years)
Years Active: 2006-2024
Publications (10 Years): 300
Top Topics
Health Monitoring
Physiological Signals
Feature Selection
Neural Network
Top Venues
BIBM
IEEE Trans. Comput. Soc. Syst.
CoRR
IEEE J. Biomed. Health Informatics
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Publications
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Xiang Li
,
Jian Song
,
Zhigang Zhao
,
Chunxiao Wang
,
Dawei Song
,
Bin Hu
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition.
CoRR
(2024)
Chen Xu
,
Tian Lan
,
Changlong Yu
,
Wei Wang
,
Jun Gao
,
Yu Ji
,
Qunxi Dong
,
Kun Qian
,
Piji Li
,
Wei Bi
,
Bin Hu
DECIDER: A Rule-Controllable Decoding Strategy for Language Generation by Imitating Dual-System Cognitive Theory.
CoRR
(2024)
Hongmin Cai
,
Bin Zhang
,
Junyu Li
,
Bin Hu
,
Jiazhou Chen
Unsupervised Dual Hashing Coding (UDC) on Semantic Tagging and Sample Content for Cross-Modal Retrieval.
IEEE Trans. Multim.
26 (2024)
Minqiang Yang
,
Yujie Gao
,
Longzhe Tang
,
Jian Hou
,
Bin Hu
Wearable Eye-Tracking System for Synchronized Multimodal Data Acquisition.
IEEE Trans. Circuits Syst. Video Technol.
34 (6) (2024)
Xuexiao Shao
,
Ming Ying
,
Jing Zhu
,
Xiaowei Li
,
Bin Hu
Achieving EEG-based depression recognition using Decentralized-Centralized structure.
Biomed. Signal Process. Control.
95 (2024)
Hongmin Cai
,
Yu Hu
,
Fei Qi
,
Bin Hu
,
Yiu-ming Cheung
Deep Tensor Spectral Clustering Network via Ensemble of Multiple Affinity Tensors.
IEEE Trans. Pattern Anal. Mach. Intell.
46 (7) (2024)
Chengyu Yuan
,
Hao Xiong
,
Guoqing Shangguan
,
Hualei Shen
,
Dong Liu
,
Haojie Zhang
,
Zhonghua Liu
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
,
Shlomo Berkovsky
Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation.
ICASSP
(2024)
Yongfeng Tao
,
Minqiang Yang
,
Yushan Wu
,
Kevin Lee
,
Adrienne S. Kline
,
Bin Hu
Depressive semantic awareness from vlog facial and vocal streams via spatio-temporal transformer.
Digit. Commun. Networks
10 (3) (2024)
Zhenwen Zhang
,
Zepeng Li
,
Jianghong Zhu
,
Zhihua Guo
,
Bin Shi
,
Bin Hu
Enhancing user sequence representation with cross-view collaborative learning for depression detection on Sina Weibo.
Knowl. Based Syst.
293 (2024)
Rui Qin
,
Fei-Yue Wang
,
Xiaolong Zheng
,
Qinghua Ni
,
Juanjuan Li
,
Xiao Xue
,
Bin Hu
Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments With Parallel Intelligence.
IEEE Trans. Comput. Soc. Syst.
11 (2) (2024)
Kechen Hou
,
Xiaowei Zhang
,
Yikun Yang
,
Qiqi Zhao
,
Wenjie Yuan
,
Zhongyi Zhou
,
Sipo Zhang
,
Chen Li
,
Jian Shen
,
Bin Hu
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism.
IEEE Trans. Cybern.
54 (5) (2024)
Jingyu Liu
,
Wenxin Yang
,
Yulan Ma
,
Qunxi Dong
,
Yang Li
,
Bin Hu
Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification.
Comput. Biol. Medicine
171 (2024)
Xiang Li
,
Jian Song
,
Zhigang Zhao
,
Chunxiao Wang
,
Dawei Song
,
Bin Hu
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition.
ICASSP
(2024)
Yongfeng Tao
,
Minqiang Yang
,
Huiru Li
,
Yushan Wu
,
Bin Hu
DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
Lixian Zhu
,
Wanyong Qiu
,
Yu Ma
,
Fuze Tian
,
Mengkai Sun
,
Zhihua Wang
,
Kun Qian
,
Bin Hu
,
Yoshiharu Yamamoto
,
Björn W. Schuller
LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices.
IEEE Trans. Instrum. Meas.
73 (2024)
Minqiang Yang
,
Jintao Wang
,
Yujie Gao
,
Bin Hu
Aim Where You Look: Eye-Tracking-Based UAV Control Framework for Automatic Target Aiming.
IEEE Internet Things J.
11 (12) (2024)
Shuang Feng
,
Letian Wang
,
Chang Li
,
Xiaohua Wan
,
Fa Zhang
,
Bin Hu
IG-GRD: A Model Based on Disentangled Graph Representation Learning for Imaging Genetic Data Fusion.
ICIC (2)
(2024)
Haifeng Lu
,
Shihao Xu
,
Shipeng Zhao
,
Xiping Hu
,
Rong Ma
,
Bin Hu
EPIC: Emotion Perception by Spatio-Temporal Interaction Context of Gait.
IEEE J. Biomed. Health Informatics
28 (5) (2024)
Bin Hu
,
Lixian Zhu
,
Qunxi Dong
,
Kun Qian
,
Hanshu Cai
,
Fuze Tian
Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives.
IEEE Trans. Comput. Soc. Syst.
11 (1) (2024)
Mi Li
,
Wei Zhang
,
Bin Hu
,
Jiaming Kang
,
Yuqi Wang
,
Shengfu Lu
Automatic Assessment of Depression and Anxiety through Encoding Pupil-wave from HCI in VR Scenes.
ACM Trans. Multim. Comput. Commun. Appl.
20 (2) (2024)
Leilei Zhao
,
Dalin Zhu
,
Xiaomin Wang
,
Xia Liu
,
Tongtong Li
,
Boyang Wang
,
Zhijun Yao
,
Weihao Zheng
,
Bin Hu
An Attention-Based Hemispheric Relation Inference Network for Perinatal Brain Age Prediction.
IEEE J. Biomed. Health Informatics
28 (8) (2024)
Xiaowei Zhang
,
Xiangyu Wei
,
Zhongyi Zhou
,
Qiqi Zhao
,
Sipo Zhang
,
Yikun Yang
,
Rui Li
,
Bin Hu
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition.
IEEE Trans. Affect. Comput.
15 (2) (2024)
Lu Zhang
,
Jitao Zhong
,
Quanhong Wang
,
Jinzhou Zhu
,
Hele Liu
,
Hong Peng
,
Bin Hu
Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis.
Biomed. Signal Process. Control.
93 (2024)
Xiufang Chen
,
Long Jin
,
Bin Hu
A Cerebellum-Inspired Control Scheme for Kinematic Control of Redundant Manipulators.
IEEE Trans. Ind. Electron.
71 (7) (2024)
Zhenyu Liu
,
Yang Wu
,
Haibo Zhang
,
Gang Li
,
Zhijie Ding
,
Bin Hu
Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models.
IEEE J. Biomed. Health Informatics
28 (8) (2024)
Minqiang Yang
,
Yongfeng Tao
,
Hanshu Cai
,
Bin Hu
Behavioral Information Feedback With Large Language Models for Mental Disorders: Perspectives and Insights.
IEEE Trans. Comput. Soc. Syst.
11 (3) (2024)
Yu Zhang
,
Rui Xie
,
Iman Beheshti
,
Xia Liu
,
Guowei Zheng
,
Yin Wang
,
Zhenwen Zhang
,
Weihao Zheng
,
Zhijun Yao
,
Bin Hu
Improving brain age prediction with anatomical feature attention-enhanced 3D-CNN.
Comput. Biol. Medicine
169 (2024)
Hongmin Cai
,
Weitian Huang
,
Sirui Yang
,
Siqi Ding
,
Yue Zhang
,
Bin Hu
,
Fa Zhang
,
Yiu-Ming Cheung
Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
46 (5) (2024)
Jitao Zhong
,
Guangzhi Ma
,
Lu Zhang
,
Quanhong Wang
,
Shi Qiao
,
Hong Peng
,
Bin Hu
Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection.
Knowl. Based Syst.
283 (2024)
Ying Wang
,
Dalin Zhu
,
Leilei Zhao
,
Xiaomin Wang
,
Zhe Zhang
,
Bin Hu
,
Dan Wu
,
Weihao Zheng
Profiling cortical morphometric similarity in perinatal brains: Insights from development, sex difference, and inter-individual variation.
NeuroImage
295 (2024)
Jingyu Liu
,
Weigang Cui
,
Yipeng Chen
,
Yulan Ma
,
Qunxi Dong
,
Ran Cai
,
Yang Li
,
Bin Hu
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis.
IEEE Trans. Medical Imaging
43 (2) (2024)
Hao Shen
,
Zihan Li
,
Minqiang Yang
,
Minghui Ni
,
Yongfeng Tao
,
Zhengyang Yu
,
Weihao Zheng
,
Chen Xu
,
Bin Hu
Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy?
CoRR
(2024)
Jinlong Chen
,
Zhenfeng Shao
,
Xiao Huang
,
Bin Hu
Multi-source data-driven estimation of urban net primary productivity: A case study of Wuhan.
Int. J. Appl. Earth Obs. Geoinformation
127 (2024)
Zepeng Li
,
Shuo Cao
,
Minyu Zhai
,
Nengneng Ding
,
Zhenwen Zhang
,
Bin Hu
Multi-level semantic enhancement based on self-distillation BERT for Chinese named entity recognition.
Neurocomputing
586 (2024)
Jianping Huang
,
Licheng Li
,
Siyu Chen
,
Bin Chen
,
DanFeng Wang
,
Bin Hu
Constructing an Optimal Prediction System for Infectious Disease.
IEEE Trans. Comput. Soc. Syst.
11 (4) (2024)
Qunxi Dong
,
Hongxin Cai
,
Zhigang Li
,
Jingyu Liu
,
Bin Hu
A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis.
IEEE J. Biomed. Health Informatics
28 (8) (2024)
Tomoya Koike
,
Zhihua Wang
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
An Investigation on Data Augmentation and Multiple Instance Learning for Diagnosis of COVID-19 from Speech and Cough Sound.
ICCE-Taiwan
(2023)
Haifeng Lu
,
Xiping Hu
,
Bin Hu
See Your Emotion from Gait Using Unlabeled Skeleton Data.
AAAI
(2023)
Zhihua Wang
,
Kun Qian
,
Houguang Liu
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
Exploring interpretable representations for heart sound abnormality detection.
Biomed. Signal Process. Control.
82 (2023)
Haihua Jiang
,
Bin Hu
,
Zhenyu Liu
,
Gang Wang
,
Lan Zhang
A radius-incorporated localized multiple kernel learning algorithm for detecting depression in speech.
Int. J. Speech Technol.
26 (on) (2023)
Jianxin Wang
,
Min Li
,
Edwin Wang
,
Jing Tang
,
Bin Hu
The Impact of Computational Drug Discovery on Society.
IEEE Trans. Comput. Soc. Syst.
10 (5) (2023)
Xuan Zhang
,
Dixin Wang
,
Hongtong Wu
,
Jinlong Chao
,
Jitao Zhong
,
Hong Peng
,
Bin Hu
Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals.
Comput. Methods Programs Biomed.
242 (2023)
Yongzi Yu
,
Wanyong Qiu
,
Chen Quan
,
Kun Qian
,
Zhihua Wang
,
Yu Ma
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
Federated Intelligent Terminals Facilitate Stuttering Monitoring.
ICASSP
(2023)
Xiaoqi Sheng
,
Jiazhou Chen
,
Yong Liu
,
Bin Hu
,
Hongmin Cai
Deep Manifold Harmonic Network With Dual Attention for Brain Disorder Classification.
IEEE J. Biomed. Health Informatics
27 (1) (2023)
Rui Li
,
Chao Ren
,
Yiqing Ge
,
Qiqi Zhao
,
Yikun Yang
,
Yuhan Shi
,
Xiaowei Zhang
,
Bin Hu
MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning.
Knowl. Based Syst.
276 (2023)
Shihao Xu
,
Haocong Rao
,
Xiping Hu
,
Jun Cheng
,
Bin Hu
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition.
IEEE Trans. Multim.
25 (2023)
Xiaoyan Yuan
,
Zhenyu Liu
,
Qiongqiong Chen
,
Gang Li
,
Zhijie Ding
,
Zixuan Shangguan
,
Bin Hu
Combining Informative Regions and Clips for Detecting Depression from Facial Expressions.
Cogn. Comput.
15 (6) (2023)
Luyu Chen
,
Lin Shen
,
Dan Yu
,
Zhihua Wang
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
Multi-Track Music Generation with WGAN-GP and Attention Mechanisms.
GCCE
(2023)
Minki Cho
,
Zhonghao Zhao
,
Zhihua Wang
,
Kun Qian
,
Bin Hu
,
Yoshiharu Yamamoto
,
Björn W. Schuller
Snore Sound Recognition via an Explainable Capsule Network.
GCCE
(2023)
Jitao Zhong
,
Wenyan Du
,
Lu Zhang
,
Hong Peng
,
Bin Hu
Feature extraction based on sparse graphs embedding for automatic depression detection.
Biomed. Signal Process. Control.
86 (Part B) (2023)
Jing Zhu
,
Changlin Yang
,
Xiannian Xie
,
Shiqing Wei
,
Yizhou Li
,
Xiaowei Li
,
Bin Hu
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals.
IEEE Trans. Affect. Comput.
14 (3) (2023)
Meishu Song
,
Andreas Triantafyllopoulos
,
Zijiang Yang
,
Hiroki Takeuchi
,
Toru Nakamura
,
Akifumi Kishi
,
Tetsuro Ishizawa
,
Kazuhiro Yoshiuchi
,
Xin Jing
,
Vincent Karas
,
Zhonghao Zhao
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis.
ICASSP
(2023)
Cong Bao
,
Weihao Zheng
,
Qin Zhang
,
Songyu Yang
,
Zhijun Yao
,
Bin Hu
Adversarial U-Network for Predicting Blood Oxygen Level-Dependent Time Series.
BIBM
(2023)
Zepeng Li
,
Wenchuan Cheng
,
Jiawei Zhou
,
Zhengyi An
,
Bin Hu
Deep learning model with multi-feature fusion and label association for suicide detection.
Multim. Syst.
29 (4) (2023)
Jingtan Li
,
Mengkai Sun
,
Zhonghao Zhao
,
Xingcan Li
,
Gaigai Li
,
Chen Wu
,
Kun Qian
,
Bin Hu
,
Yoshiharu Yamamoto
,
Björn W. Schuller
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy.
EURASIP J. Audio Speech Music. Process.
2023 (1) (2023)
Li Zhou
,
Zhenyu Liu
,
Xiaoyan Yuan
,
Zixuan Shangguan
,
Yutong Li
,
Bin Hu
CAIINET: Neural network based on contextual attention and information interaction mechanism for depression detection.
Digit. Signal Process.
137 (2023)
Zepeng Li
,
Rikui Huang
,
Minyu Zhai
,
Zhenwen Zhang
,
Bin Hu
A performant and incremental algorithm for knowledge graph entity typing.
World Wide Web (WWW)
26 (5) (2023)
Jinlong Chao
,
Shuzhen Zheng
,
Chang Lei
,
Hong Peng
,
Bin Hu
Exploratory Cross-Frequency Coupling and Scaling Analysis of Neuronal Oscillations Stimulated by Emotional Images: An Evidence From EEG.
IEEE Trans. Cogn. Dev. Syst.
15 (4) (2023)
Jianxiu Li
,
Nan Li
,
Xuexiao Shao
,
Junhao Chen
,
Yanrong Hao
,
Xiaowei Li
,
Bin Hu
Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis.
IEEE Trans. Affect. Comput.
14 (3) (2023)
Hongmin Cai
,
Huan Liu
,
Defu Yang
,
Guorong Wu
,
Bin Hu
,
Jiazhou Chen
Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold.
IEEE J. Biomed. Health Informatics
27 (5) (2023)
Minqiang Yang
,
Chenlei Cai
,
Bin Hu
Clustering Based on Eye Tracking Data for Depression Recognition.
IEEE Trans. Cogn. Dev. Syst.
15 (4) (2023)
Runze Ge
,
Zhihua Wang
,
Zhonghao Zhao
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
An End-to-End Model for Speech-based Somatisation Disorder Detection.
GCCE
(2023)
Dongrui Wu
,
Bao-Liang Lu
,
Bin Hu
,
Zhigang Zeng
Affective Brain-Computer Interfaces (aBCIs): A Tutorial.
Proc. IEEE
111 (10) (2023)
Mingyi Sun
,
Weigang Cui
,
Yue Zhang
,
Shuyue Yu
,
Xiaofeng Liao
,
Bin Hu
,
Yang Li
Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression Recognition.
IEEE Trans. Ind. Informatics
19 (12) (2023)
Tao Sun
,
Fuze Tian
,
Hua Jiang
,
Qinglin Zhao
,
Bin Hu
Design and Verification of an Aromatherapy Feedback System for Mental Fatigue Based on Physiological Signals.
BIBM
(2023)
Yujuan Xing
,
Zhenyu Liu
,
Qiongqiong Chen
,
Gang Li
,
Zhijie Ding
,
Lei Feng
,
Bin Hu
Depression recognition base on acoustic speech model of Multi-task emotional stimulus.
Biomed. Signal Process. Control.
85 (2023)
Yu Ma
,
Yuting Huang
,
Kaixiang Yuan
,
Guangzhe Xuan
,
Yongzi Yu
,
Hengrui Zhong
,
Rui Li
,
Jian Shen
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
Explainable Stuttering Recognition Using Axial Attention.
ICIC (3)
(2023)
Jian Shen
,
Yanan Zhang
,
Huajian Liang
,
Zeguang Zhao
,
Kexin Zhu
,
Kun Qian
,
Qunxi Dong
,
Xiaowei Zhang
,
Bin Hu
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss.
IEEE J. Biomed. Health Informatics
27 (7) (2023)
Shuting Sun
,
Huayu Chen
,
Gang Luo
,
Chang Yan
,
Qunxi Dong
,
Xuexiao Shao
,
Xiaowei Li
,
Bin Hu
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals.
IEEE J. Biomed. Health Informatics
27 (7) (2023)
Bin Hu
,
Xumiao Zhang
,
Qixin Zhang
,
Nitin Varyani
,
Z. Morley Mao
,
Feng Qian
,
Zhi-Li Zhang
LEO Satellite vs. Cellular Networks: Exploring the Potential for Synergistic Integration.
CoNEXT (Companion)
(2023)
Jitao Zhong
,
Zhengyang Shan
,
Xuan Zhang
,
Haifeng Lu
,
Hong Peng
,
Bin Hu
Robust discriminant feature extraction for automatic depression recognition.
Biomed. Signal Process. Control.
82 (2023)
Nan Chen
,
Man Guo
,
Yongchao Li
,
Xiping Hu
,
Zhijun Yao
,
Bin Hu
Estimation of Discriminative Multimodal Brain Network Connectivity Using Message-Passing-Based Nonlinear Network Fusion.
IEEE ACM Trans. Comput. Biol. Bioinform.
20 (4) (2023)
Liangliang Liu
,
Jing Zhu
,
Shuting Sun
,
Xiaowei Li
,
Guanru Wang
,
Bin Hu
Attention Fusion and Abnormal Brain Topology Neural Network for Mild Depression Recognition.
BIBM
(2023)
Yirong Wu
,
Xian Sun
,
Wenhui Diao
,
Wenxin Yin
,
Bin Hu
Aerospace Technology in Social Applications.
IEEE Trans. Comput. Soc. Syst.
10 (6) (2023)
Zhenyu Liu
,
Xiaoyan Yuan
,
Yutong Li
,
Zixuan Shangguan
,
Li Zhou
,
Bin Hu
PRA-Net: Part-and-Relation Attention Network for depression recognition from facial expression.
Comput. Biol. Medicine
157 (2023)
Yutong Li
,
Zhenyu Liu
,
Gang Li
,
Qiongqiong Chen
,
Zhijie Ding
,
Xiping Hu
,
Bin Hu
A Visually Interpretable Convolutional-Transformer Model for Assessing Depression from Facial Images.
ICME
(2023)
Bin Hu
,
Yongfeng Tao
,
Minqiang Yang
Detecting depression based on facial cues elicited by emotional stimuli in video.
Comput. Biol. Medicine
165 (2023)
Jian Shen
,
Jiaying Chen
,
Yu Ma
,
Zheyu Cao
,
Yanan Zhang
,
Bin Hu
Explainable Depression Recognition from EEG Signals via Graph Convolutional Network.
BIBM
(2023)
Jian Lu
,
Chang Xu
,
Xiaoxing Ma
,
Bin Hu
Growing Software: Objective, Methodology, and Technology.
IEEE Trans. Comput. Soc. Syst.
10 (3) (2023)
Rui Li
,
Chao Ren
,
Sipo Zhang
,
Yikun Yang
,
Qiqi Zhao
,
Kechen Hou
,
Wenjie Yuan
,
Xiaowei Zhang
,
Bin Hu
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition.
Health Inf. Sci. Syst.
11 (1) (2023)
Tao Chen
,
Richang Hong
,
Yanrong Guo
,
Shijie Hao
,
Bin Hu
MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection.
IEEE Trans. Cybern.
53 (12) (2023)
Xiang Li
,
Yazhou Zhang
,
Prayag Tiwari
,
Dawei Song
,
Bin Hu
,
Meihong Yang
,
Zhigang Zhao
,
Neeraj Kumar
,
Pekka Marttinen
EEG Based Emotion Recognition: A Tutorial and Review.
ACM Comput. Surv.
55 (4) (2023)
Quanhong Wang
,
Weizhuang Kong
,
Jitao Zhong
,
Zhengyang Shan
,
Juan Wang
,
Xiaowei Li
,
Hong Peng
,
Bin Hu
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals.
Neurocomputing
562 (2023)
Fei-Yue Wang
,
Juanjuan Li
,
Rui Qin
,
Jing Zhu
,
Hong Mo
,
Bin Hu
ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems.
IEEE Trans. Comput. Soc. Syst.
10 (2) (2023)
Yuhan Shi
,
Nan Zhao
,
Wenjie Yuan
,
Qiqi Zhao
,
Xiaowei Zhang
,
Bin Hu
STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition.
BIBM
(2023)
Yutong Li
,
Juan Wang
,
Zhenyu Liu
,
Li Zhou
,
Haibo Zhang
,
Cheng Tang
,
Xiping Hu
,
Bin Hu
An Automatic Depression Detection Method with Cross-Modal Fusion Network and Multi-head Attention Mechanism.
PRCV (5)
(2023)
Jianxiu Li
,
Yanrong Hao
,
Wei Zhang
,
Xiaowei Li
,
Bin Hu
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders.
IEEE Trans. Affect. Comput.
14 (1) (2023)
Xinyi Li
,
Hanshu Cai
,
Guihua Tian
,
Bin Hu
Life Field Theory: An Objective Presentation of the Dynamic Evolution of Human Life.
IEEE Trans. Comput. Soc. Syst.
10 (4) (2023)
Xiangbin Lin
,
Weizhuang Kong
,
Jianxiu Li
,
Xuexiao Shao
,
Changting Jiang
,
Ruilan Yu
,
Xiaowei Li
,
Bin Hu
Aberrant Static and Dynamic Functional Brain Network in Depression Based on EEG Source Localization.
IEEE ACM Trans. Comput. Biol. Bioinform.
20 (3) (2023)
Huayu Chen
,
Shuting Sun
,
Jianxiu Li
,
Ruilan Yu
,
Nan Li
,
Xiaowei Li
,
Bin Hu
Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition.
IEEE Trans. Affect. Comput.
14 (3) (2023)
Gang Luo
,
Shuting Sun
,
Kun Qian
,
Bin Hu
,
Björn W. Schuller
,
Yoshiharu Yamamoto
How does Music Affect Your Brain? A Pilot Study on EEG and Music Features for Automatic Analysis.
EMBC
(2023)
Kun Qian
,
Björn W. Schuller
,
Xiaohong Guan
,
Bin Hu
Intelligent Music Intervention for Mental Disorders: Insights and Perspectives.
IEEE Trans. Comput. Soc. Syst.
10 (1) (2023)
Jing Xiong
,
Chengming Li
,
Min Yang
,
Xiping Hu
,
Bin Hu
Expression Syntax Information Bottleneck for Math Word Problems.
CoRR
(2023)
Yongfeng Tao
,
Minqiang Yang
,
Hao Shen
,
Zhichao Yang
,
Ziru Weng
,
Bin Hu
Classifying Anxiety and Depression through LLMs Virtual Interactions: A Case Study with ChatGPT.
BIBM
(2023)
Yang Tan
,
Zhihua Wang
,
Kun Qian
,
Zhihao Bao
,
Zheyu Cao
,
Bin Hu
,
Yoshiharu Yamamoto
,
Björn W. Schuller
AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification.
HealthCom
(2023)
Li Zhou
,
Zhenyu Liu
,
Zixuan Shangguan
,
Xiaoyan Yuan
,
Yutong Li
,
Bin Hu
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection.
INTERSPEECH
(2023)
Haifeng Lu
,
Shihao Xu
,
Xiping Hu
,
Edith C. H. Ngai
,
Yi Guo
,
Wei Wang
,
Bin Hu
Postgraduate Student Depression Assessment by Multimedia Gait Analysis.
IEEE Multim.
29 (2) (2022)
Lixian Zhu
,
Kun Qian
,
Zhihua Wang
,
Bin Hu
,
Yoshiharu Yamamoto
,
Björn W. Schuller
Heart Sound Classification based on Residual Shrinkage Networks.
EMBC
(2022)
Zhaolong Ning
,
Peiran Dong
,
Xiaojie Wang
,
Xiping Hu
,
Jiangchuan Liu
,
Lei Guo
,
Bin Hu
,
Ricky Yu-Kwong Kwok
,
Victor C. M. Leung
Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks.
IEEE Trans. Mob. Comput.
21 (4) (2022)
Yang Li
,
Yu Liu
,
Yuzhu Guo
,
Xiaofeng Liao
,
Bin Hu
,
Tao Yu
Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure Prediction.
IEEE Trans. Cybern.
52 (11) (2022)