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Bin Hu 0001
Person information
- affiliation: Beijing Institute of Technology, School of Medical Technology, China
- affiliation (former): Lanzhou University, School of Information Science and Engineering, China
- affiliation (former): Shandong Normal University, School of Information Science and Engineering, Jinan, China
- affiliation (former): Shandong Provincial Key Laboratory for Novel Distributed Computer Software Technology, Jinan, China
- affiliation (former): UCE Birmingham, Birmingham, Department of Computing, UK
Other persons with the same name
- Bin Hu — disambiguation page
- Bin Hu 0002
— University of Illinois at Urbana-Champaign, Department of Electrical and Computer Engineering, Coordinated Science Laboratory, Champaign, IL, USA (and 2 more)
- Bin Hu 0003
— Harbin Institute of Technology, Research Institute of Electronic Engineering Technology, China (and 1 more)
- Bin Hu 0004
— AIT Austrian Institute of Technology, Vienna, Austria (and 1 more)
- Bin Hu 0006
— Huazhong University of Science and Technology, School of Management, Wuhan, China
- Bin Hu 0007
— National Institute of Standards and Technology, US Department of Commerce, Gaithersburg, MD, USA (and 1 more)
- Bin Hu 0008
— Huazhong University of Science and Technology, College of Automation, Wuhan, China
- Bin Hu 0009
— University of Texas at Dallas, Department of Information Systems and Operations Management, TX, USA
- Bin Hu 0010 — Chinese Academy of Sciences, Institute of Automation, State Key Laboratory of Management and Control for Complex Systems, Beijing, China (and 2 more)
- Bin Hu 0011 — PLA SSF Information Engineering University, Zhengzhou, China
- Bin Hu 0012
— Harbin Institute of Technology, School of Electronics and Information Engineering, Key Laboratory of Marine Environmental Monitoring and Information Processing, China
- Bin Hu 0013
— Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
- Bin Hu 0014
— University of Houston, Cullen College of Engineering, Houston, TX, USA (and 3 more)
- Bin Hu 0015
— Jilin University, College of Geo-Exploration Science and Technology, Changchun, China
- Bin Hu 0016
— Kean University, Department of Computer Science and Technology, Union, NJ, USA (and 1 more)
- Bin Hu 0017
— Nanjing Normal University, College of Geographic Science, China
- Bin Hu 0018
— Shanghai University of Engineering Science, School of Management, China (and 1 more)
- Bin Hu 0019
— Wuhan University of Science and Technology, School of Resource and Environmental Engineering, China (and 1 more)
- Bin Hu 0020
— Northwestern Polytechnical University, School of Automation, Xi'an, China
- Bin Hu 0021
— Central South University, School of Computer Science, Changsha, China
- Bin Hu 0022
— Nanjing Agriculture University, College on Information Science & Technology, China
- Bin Hu 0023
— Nantong University, School of Information Science and Technology, Jiangsu, China
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2020 – today
- 2025
- [j257]Haoming Cen, Mingqi Zhao, Kunbo Cui, Fuze Tian, Qinglin Zhao, Bin Hu:
A convolution and attention-based conditional adversarial domain adaptation neural network for emotion recognition using electroencephalography. Biomed. Signal Process. Control. 100: 106957 (2025) - [j256]Pengfei Hou, Xiaowei Li, Jing Zhu, Bin Hu:
A lightweight convolutional transformer neural network for EEG-based depression recognition. Biomed. Signal Process. Control. 100: 107112 (2025) - [j255]Jiandong Yu, Tongtong Li, Xuerong Shi, Ziyang Zhao, Miao Chen, Yu Zhang, Junyu Wang, Zhijun Yao, Lei Fang, Bin Hu:
ETMO-NAS: An efficient two-step multimodal one-shot NAS for lung nodules classification. Biomed. Signal Process. Control. 104: 107479 (2025) - [j254]Xuesong Liu, Shanshan Qu, Gang Luo, Chang Yan, Dixin Wang, Na Chu, Fuze Tian, Jing Zhu, Xiaowei Li, Shuting Sun, Bin Hu:
A generalized depression recognition framework based on cross-center and cross-task EEG signals. Biomed. Signal Process. Control. 104: 107492 (2025) - [j253]Shi Qiao, Jitao Zhong, Lu Zhang, Hele Liu, Jiangang Li, Hong Peng, Bin Hu:
Robust semi-supervised extraction of information using functional near-infrared spectroscopy for diagnosing depression. Biomed. Signal Process. Control. 105: 107571 (2025) - [j252]Zepeng Li, Nengneng Ding, Chenhui Liang, Shuo Cao, Minyu Zhai, Rikui Huang, Zhenwen Zhang, Bin Hu
:
A semi-supervised framework fusing multiple information for knowledge graph entity alignment. Expert Syst. Appl. 259: 125282 (2025) - [j251]Lu Zhang, Jitao Zhong, Qinglin Zhao, Shi Qiao, Yushan Wu, Bin Hu
, Sujie Ma, Hong Peng
:
Sparse discriminant manifold projections for automatic depression recognition. Neurocomputing 614: 128765 (2025) - [j250]Yushan Wu, Jitao Zhong, Lu Zhang, Hele Liu, Shuai Shao, Bin Hu
, Hong Peng:
Locality-constrained robust discriminant non-negative matrix factorization for depression detection: An fNIRS study. Neurocomputing 617: 128887 (2025) - [j249]Shanshan Qu, Dixin Wang, Chang Yan, Na Chu, Zhigang Li, Gang Luo, Huayu Chen, Xuesong Liu, Xuan Zhang, Qunxi Dong, Xiaowei Li, Shuting Sun, Bin Hu
:
Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information. Inf. Fusion 114: 102723 (2025) - [j248]Jitao Zhong, Yushan Wu, Hele Liu, Jinlong Chao, Bin Hu, Sujie Ma, Hong Peng:
Soft fusion of channel information in depression detection using functional near-infrared spectroscopy. Inf. Process. Manag. 62(3): 104003 (2025) - [j247]Gang Luo, Yutong Han, Weichu Xie, Fuze Tian
, Lixian Zhu, Kun Qian
, Xiaowei Li, Shuting Sun, Bin Hu
:
GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition. Knowl. Based Syst. 309: 112770 (2025) - [j246]Fei Qi, Junyu Li, Yue Zhang, Weitian Huang, Bin Hu, Hongmin Cai:
Tensorlized Multi-Kernel Clustering via Consensus Tensor Decomposition. IEEE Trans. Emerg. Top. Comput. Intell. 9(1): 406-418 (2025) - [j245]Fuze Tian
, Haojie Zhang
, Yang Tan
, Lixian Zhu
, Lin Shen
, Kun Qian
, Bin Hu
, Björn W. Schuller, Yoshiharu Yamamoto
:
An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis. IEEE J. Biomed. Health Informatics 29(1): 152-165 (2025) - 2024
- [j244]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: 103638 (2024) - [j243]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: 106036 (2024) - [j242]Xuexiao Shao, Ming Ying, Jing Zhu, Xiaowei Li, Bin Hu
:
Achieving EEG-based depression recognition using Decentralized-Centralized structure. Biomed. Signal Process. Control. 95: 106402 (2024) - [j241]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: 107873 (2024) - [j240]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: 108069 (2024) - [j239]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): 577-585 (2024) - [j238]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: 127637 (2024) - [j237]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): 21250-21260 (2024) - [j236]Yang Wu, Zhenyu Liu, Jiaqian Yuan, Bailin Chen, Hanshu Cai, Lin Liu, Yimiao Zhao, Huan Mei, Jiahui Deng, Yanping Bao, Bin Hu
:
PIE: A Personalized Information Embedded model for text-based depression detection. Inf. Process. Manag. 61(6): 103830 (2024) - [j235]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: 111165 (2024) - [j234]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: 111650 (2024) - [j233]Chao Ren, Jinbo Chen, Rui Li, Weihao Zheng, Yijiang Chen, Yikun Yang, Xiaowei Zhang, Bin Hu:
Semi-supervised pairwise transfer learning based on multi-source domain adaptation: A case study on EEG-based emotion recognition. Knowl. Based Syst. 305: 112669 (2024) - [j232]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: 120660 (2024) - [j231]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): 3637-3652 (2024) - [j230]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): 5080-5091 (2024) - [j229]Xiaohua Wan
, Wenjing Zhang
, Dehui Qiu, Sijia Li, Fa Zhang
, Zhongchang Sun
, Bin Hu
:
MSTCA-Net: A Novel Impervious Surface Extraction Method Based on a Multistage Transformer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 17945-17956 (2024) - [j228]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): 685-696 (2024) - [j227]Xiaoheng Zhang
, Weigang Cui
, Bin Hu
, Yang Li
:
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 1553-1566 (2024) - [j226]Xinrong Gong
, C. L. Philip Chen
, Bin Hu
, Tong Zhang
:
CiABL: Completeness-Induced Adaptative Broad Learning for Cross-Subject Emotion Recognition With EEG and Eye Movement Signals. IEEE Trans. Affect. Comput. 15(4): 1970-1984 (2024) - [j225]Wanyong Qiu
, Chen Quan
, Lixian Zhu
, Yongzi Yu
, Zhihua Wang
, Yu Ma
, Mengkai Sun
, Yi Chang
, Kun Qian
, Bin Hu
, Yoshiharu Yamamoto
, Björn W. Schuller
:
Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework. IEEE Trans. Biomed. Eng. 71(10): 2802-2813 (2024) - [j224]Yalin Wang
, Wentao Lin
, Yuanfeng Zhou
, Weihao Zheng
, Chen Chen
, Wei Chen
, Bin Hu
:
Causal Brain Network in Clinically-Annotated Epileptogenic Zone Predicts Surgical Outcomes of Drug-Resistant Epilepsy. IEEE Trans. Biomed. Eng. 71(12): 3515-3522 (2024) - [j223]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): 5-24 (2024) - [j222]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): 1531-1550 (2024) - [j221]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): 3026-3044 (2024) - [j220]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): 4544-4551 (2024) - [j219]Shiqiu Meng, Jie Shi, Bin Hu
:
Computational Aids on Mental Health: Revolutionizing Care in the Digital Age. IEEE Trans. Comput. Soc. Syst. 11(5): 5559-5576 (2024) - [j218]Fei-Yue Wang
, Rui Qin
, Juanjuan Li
, Levente Kováacs
, Bin Hu
:
Metacracy: A New Governance Paradigm Beyond Bounded Intelligence. IEEE Trans. Comput. Soc. Syst. 11(6): 7072-7085 (2024) - [j217]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): 5146-5159 (2024) - [j216]Dan Guo, Kun Li, Bin Hu, Yan Zhang, Meng Wang:
Benchmarking Micro-Action Recognition: Dataset, Methods, and Applications. IEEE Trans. Circuits Syst. Video Technol. 34(7): 6238-6252 (2024) - [j215]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): 3079-3092 (2024) - [j214]Jingkun Yan
, Long Jin, Bin Hu
:
Data-Driven Model Predictive Control for Redundant Manipulators With Unknown Model. IEEE Trans. Cybern. 54(10): 5901-5911 (2024) - [j213]Xiufang Chen
, Long Jin
, Bin Hu
:
A Cerebellum-Inspired Control Scheme for Kinematic Control of Redundant Manipulators. IEEE Trans. Ind. Electron. 71(7): 7542-7550 (2024) - [j212]Mi Li
, Zeying Lu
, Qishuang Cao
, Junlong Gao
, Bin Hu
:
Automatic Assessment Method and Device for Depression Symptom Severity Based on Emotional Facial Expression and Pupil-Wave. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [j211]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: 1-11 (2024) - [j210]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): 2592-2601 (2024) - [j209]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): 4483-4493 (2024) - [j208]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): 4854-4865 (2024) - [j207]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): 4925-4936 (2024) - [j206]Wanyong Qiu
, Yifan Feng
, Yuying Li
, Yi Chang
, Kun Qian
, Bin Hu
, Yoshiharu Yamamoto
, Björn W. Schuller
:
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection. IEEE J. Biomed. Health Informatics 28(9): 5055-5066 (2024) - [j205]Jian Shen
, Kunlin Li
, Huajian Liang
, Zeguang Zhao
, Yu Ma
, Jinwen Wu
, Jieshuo Zhang
, Yanan Zhang
, Bin Hu
:
HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals. IEEE J. Biomed. Health Informatics 28(9): 5247-5259 (2024) - [j204]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): 2956-2966 (2024) - [j203]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): 860-873 (2024) - [j202]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: 9109-9120 (2024) - [j201]Hongmin Cai
, Xiaoqi Sheng
, Guorong Wu
, Bin Hu
, Yiu-Ming Cheung
, Jiazhou Chen
:
Brain Network Classification for Accurate Detection of Alzheimer's Disease via Manifold Harmonic Discriminant Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17266-17280 (2024) - [j200]Yizhong Liu
, Andi Liu
, Yu Xia
, Bin Hu
, Jianwei Liu
, Qianhong Wu
, Prayag Tiwari
:
A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices. IEEE Trans. Netw. Sci. Eng. 11(1): 115-127 (2024) - [j199]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): 42:1-42:22 (2024) - [j198]Li Zhou
, Zhenyu Liu
, Yutong Li
, Yuchi Duan
, Huimin Yu
, Bin Hu
:
Multi Fine-Grained Fusion Network for Depression Detection. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 257:1-257:23 (2024) - [j197]Feiyang Liu
, Kun Li
, Zhun Zhong
, Wei Jia
, Bin Hu
, Xun Yang
, Meng Wang
, Dan Guo
:
Depth Matters: Spatial Proximity-Based Gaze Cone Generation for Gaze Following in Wild. ACM Trans. Multim. Comput. Commun. Appl. 20(11): 359:1-359:24 (2024) - [c177]Letian Wang
, Yanbing Zhu
, Xiaohua Wan
, Yiming Zhang
, Shuang Feng
, Chang Li
, Fa Zhang
, Bin Hu
:
Com-DNB: A novel method for identifying critical states of complex biological processes and its parallelization. BCB 2024: 29:1-29:10 - [c176]Na Li, Ziyi Wang, Jun Huang, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu:
Nitrous oxide therapy-induced changes in brain modules of treatment-resistant depression: a randomized controlled study. BIBM 2024: 3428-3433 - [c175]Kunbo Cui, Mingqi Zhao, Minxin He, Di Liu, Qinglin Zhao, Bin Hu:
MultimodalSleepNet: A Lightweight Neural Network Model for Sleep Staging based on Multimodal Physiological Signals. BIBM 2024: 5264-5271 - [c174]Chengwei Gu, Fuze Tian, Hua Jiang, Qinglin Zhao, Bin Hu:
Wearable Aromatherapy Feedback System for Sleep Monitoring and Intervention: Using Single-Channel EEG and a Lightweight Model. BIBM 2024: 6392-6399 - [c173]Jiahao Ji, Lixian Zhu, Haojie Zhang, Kun Qian, Kele Xu, Zikai Song, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto:
Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model. EUSIPCO 2024: 326-330 - [c172]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: 1676-1680 - [c171]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: 2325-2329 - [c170]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: 142-153 - [c169]Wei Qian
, Kun Li
, Dan Guo
, Bin Hu
, Meng Wang
:
Cluster-Phys: Facial Clues Clustering Towards Efficient Remote Physiological Measurement. ACM Multimedia 2024: 330-339 - [i36]Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller:
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition. CoRR abs/2402.01227 (2024) - [i35]Youzhi Qu, Chen Wei, Penghui Du, Wenxin Che, Chi Zhang, Wanli Ouyang, Yatao Bian
, Feiyang Xu, Bin Hu, Kai Du, Haiyan Wu, Jia Liu, Quanying Liu:
Integration of cognitive tasks into artificial general intelligence test for large models. CoRR abs/2402.02547 (2024) - [i34]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 abs/2403.01954 (2024) - [i33]Dan Guo, Kun Li, Bin Hu, Yan Zhang, Meng Wang:
Benchmarking Micro-action Recognition: Dataset, Methods, and Applications. CoRR abs/2403.05234 (2024) - [i32]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 abs/2405.07260 (2024) - [i31]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 abs/2407.17730 (2024) - 2023
- [j196]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: 104505 (2023) - [j195]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: 104569 (2023) - [j194]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: 104970 (2023) - [j193]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): 105257 (2023) - [j192]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: 106589 (2023) - [j191]Bin Hu
, Yongfeng Tao, Minqiang Yang:
Detecting depression based on facial cues elicited by emotional stimuli in video. Comput. Biol. Medicine 165: 107457 (2023) - [j190]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: 107773 (2023) - [j189]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): 1961-1972 (2023) - [j188]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): 79:1-79:57 (2023) - [j187]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: 103986 (2023) - [j186]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): 43 (2023) - [j185]Zepeng Li, Zhengyi An, Wenchuan Cheng, Jiawei Zhou, Fang Zheng, Bin Hu:
MHA: a multimodal hierarchical attention model for depression detection in social media. Health Inf. Sci. Syst. 11(1): 6 (2023) - [j184]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): 25 (2023) - [j183]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: 126874 (2023) - [j182]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): 371-378 (2023) - [j181]Zepeng Li, Rikui Huang, Yufeng Zhang, Jianghong Zhu, Bin Hu:
Two flexible translation-based models for knowledge graph embedding. J. Intell. Fuzzy Syst. 44(2): 3093-3105 (2023) - [j180]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: 110756 (2023) - [j179]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): 2193-2203 (2023) - [j178]Minqiang Yang, Yinru Ye, Kai Ye, Wei Zhou, Xiping Hu
, Bin Hu
:
Retinal Vessel Segmentation in Medical Diagnosis using Multi-scale Attention Generative Adversarial Networks. Mob. Networks Appl. 28(4): 1391-1401 (2023) - [j177]Dongrui Wu
, Bao-Liang Lu
, Bin Hu
, Zhigang Zeng
:
Affective Brain-Computer Interfaces (aBCIs): A Tutorial. Proc. IEEE 111(10): 1314-1332 (2023) - [j176]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): 694-705 (2023) - [j175]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): 2077-2088 (2023) - [j174]