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钱

钱昆 (Kun Qian)

Beijing Institute of Technology

34H-index
237Paper Count
3.4KCitation Count
Published Papers 57
Publication Date
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Federated Prototype Learning for Cardiovascular Diseases Recognition Under Non-Independent and Non-Identically Distributed Heart Sounds
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-09-11
err0
PREAI
errYifan Feng; Wanyong Qiu; Haojie Zhang; Ruobing Li; Yi Chang; Kun Qian; Bin Hu; Björn W. Schuller; Yoshiharu Yamamoto
errShare
errSave
Bayesian knowledge-guided confidence aware model based on multimodal pre-trained LLMs for depression detection
errPattern Recognition
IF7.6
err2026-07-01
err0
PREAI
errWang, Zhihua; Zhai, Haotian; Jia, Tianrui; Wang, Zihan; Zhang, Haojie; Qian, Kun; Xu, Chen; Zhang, Zipeng; Xue, Wei; Qi, Wen; Hu, Bin
errShare
errSave
Echoes of the Brain: Reconstructing Music From EEG via Latent Space Alignment and Guided Diffusion
errIEEE Transactions on Multimedia
IF9.7
err2026-06-17
err0
PREAI
errLin Shen; Ruobing Li; Xiaoxi Liu; Haojie Zhang; Cuiping Zhu; Kun Qian; Fuze Tian; Bin Hu; Björn W. Schuller; Yoshiharu Yamamoto
errShare
errSave
Discriminative Knowledge Fuzzy Transfer Learning Guided by Resting-State EEG for Cross-Subject Emotion Recognition
errIEEE Transactions on Fuzzy Systems
IF11.9
err2026-05-25
err0
PREAI
errGang Luo; Na Chu; Lixian Zhu; Chengcheng Zheng; Dixin Wang; Kun Qian; Xiaowei Li; Jingxin Liu; Shuting Sun; Bin Hu
errShare
errSave
Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition
errIEEE Transactions on Affective Computing
IF9.8
err2025-12-23
err0
PREAI
errGang Luo; Yao Zou; Shuaiyi Xu; Wei Zhang; Lixian Zhu; Fuze Tian; Na Chu; Kun Qian; Xiaowei Li; Jingxin Liu; Shuting Sun; Bin Hu
errShare
errSave
Body sound denoising technologies: A survey and validation
errBiomedical Signal Processing and Control
IF4.9
err2025-12-10
err0
PREAI
errEnze Li; Haojie Zhang; Kun Qian; Fuze Tian; Bin Hu; Björn W. Schuller; Yoshiharu Yamamoto
errShare
errSave
BBANet: Bilateral biological auditory-inspired neural network for heart sound classification
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-19
err0
PREAI
errYang Tan; Haojie Zhang; Jingwen Xu; Hanhan Wu; Kun Qian; Bin Hu; Yoshiharu Yamamoto; Björn W. Schuller
errShare
errSave
Decoding nature’s melody: significance and challenges of machine learning in assessing bird diversity via soundscape analysis
errArtificial Intelligence Review
IF13.9
err2025-11-14
err0
errOAAI
errJiangjian Xie; Shanshan Xie; Yang Liu; Xin Jing; Mengkun Zhu; Linlin Xie; Junguo Zhang; Kun Qian; Björn W. Schuller
errShare
errSave
Toward Practical Colorectal Cancer Diagnosis: A Bowel-Sound-Based System With Portable Sensor and On-Board Lightweight AI Model
errIEEE Internet of Things Journal
IF8.9
err2025-10-28
err0
PREAI
errHaojie Zhang; Fuze Tian; Yang Tan; Lin Shen; Enze Li; Jiedong Ma; Jingyu Liu; Kun Qian; Jing Li; Bin Hu; Yoshiharu Yamamoto; Björn W. Schuller
errShare
errSave
Sub-endometrial Injection of Human Embryonic Stem Cells-derived Immunity-and-matrix-regulatory Cells Promotes Endometrial Angiogenesis in Patients with Refractory Moderate-to-Severe Intrauterine Adhesion: An Open-label, Single-arm, Single-center, Phase I Dose-escalation Trial
errMolecular Therapy
IF12
err2025-09-22
err0
PREAI
errQiang Li; Zhiqi Liao; Xinyao Hu; Jie Hao; Youhua Lai; Cong Sui; Jiayin Zhou; Zishui Fang; Yao Tian; Yueping Zhou; Jie Li; Tingting Gao; Jiaqi Fan; Fan Nan; Yaxin Guo; Wenjing Liu; Wumei Wei; Yan Deng; Zhongwen Li; Bo Huang; Hanwang Zhang; Guihai Feng; Liu Wang; Wei Li; Qi Zhou; Lei Jin; Jun Wu; Baoyang Hu; Kun Qian
errShare
errSave
FedVCPL-Diff: A Federated Convolutional Prototype Learning Framework with a Diffusion Model for Speech Emotion Recognition
errInformation Fusion
IF15.5
err2025-09-16
err0
PREAI
errRuobing Li; Yifan Feng; Lin Shen; Liuxian Ma; Haojie Zhang; Kun Qian; Bin Hu; Yoshiharu Yamamoto; Björn W. Schuller
errShare
errSave
Evaluation and incident prevention in an enterprise AI assistant
errAI MAGAZINE
IF3.2
err2025-09-08
err0
PREAI
errMaharaj, Akash V.; Arbour, David; Lee, Daniel; Bhattacharya, Uttaran; Rao, Anup; Zane, Austin; Feller, Avi; Qian, Kun; Rahman, Sajjadur; Li, Yunyao
errShare
errSave
DiemaNet: An automated detection model for three typical respiratory diseases
errBiomedical Signal Processing and Control
IF4.9
err2025-08-20
err0
PREAI
errJiangjian Xie; Linlin Xie; Tong Xiao; Rui Zhu; Chunhe Hu; Kun Qian; Changchun Zhang
errShare
errSave
An AI-Assisted All-in-One Integrated Coronary Artery Disease Diagnosis System Using a Portable Heart Sound Sensor With an On-Board Executable Lightweight Model
errIEEE Transactions on Mobile Computing
IF9.2
err2025-08-01
err0
PREAI
errHaojie Zhang; Fuze Tian; Yang Tan; Lin Shen; Jingyu Liu; Jie Liu; Kun Qian; Yalei Han; Gong Su; Bin Hu; Björn W. Schuller; Yoshiharu Yamamoto
errShare
errSave
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition
errIEEE Transactions on Affective Computing
IF9.8
err2025-04-01
err0
PREAI
errYi Chang; Zhao Ren; Zixing Zhang; Xin Jing; Kun Qian; Xi Shao; Bin Hu; Tanja Schultz; Björn W. Schuller
errShare
errSave
Information Diffusion Prediction With Augmented Diffusion Dependency and Multigranularity Temporal Influence
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-01-01
err0
PREAI
errZekun Tao; Changjian Wang; Kele Xu; Tao Sun; Yong Guo; Kun Qian; Yanru Bai; Shanshan Li
errShare
errSave
GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-01-01
err0
PREAI
errLuo, Gang; Han, Yutong; Xie, Weichu; Tian, Fuze; Zhu, Lixian; Qian, Kun; Li, Xiaowei; Sun, Shuting; Hu, Bin
errShare
errSave
An Onboard Executable Multitask Network Model for Bioradar-Based ECG Signal Reconstruction Using High-Fidelity DHD Signals
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errFuze Tian; Haojie Zhang; Jie Liu; Jingyu Liu; Mingqi Zhao; Kun Qian; Qinglin Zhao; Bin Hu; Yoshiharu Yamamoto; Björn W. Schuller
errShare
errSave
Environmental Awareness and Social Sustainability: Insights from an Agent-Based Model with Social Learning and Individual Heterogeneity
errSUSTAINABILITY
IF3.3
err2024-09-09
err1
errOAAI
errZhang, Chengquan; Wu, Xifeng; Qian, Kun; Zhao, Sijia; Madani, Hatef; Chen, Jin; Chen, Yu
errShare
errSave
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-09-01
err1
PREAI
errQiu, Wanyong; Feng, Yifan; Li, Yuying; Chang, Yi; Qian, Kun; Hu, Bin; Yamamoto, Yoshiharu; Schuller, Bjoern W.
errShare
errSave

Research Directions

健康信息学中的非/微创方法机器学习脑科学与类脑研究sleep disorder智能音乐治疗精神障碍深度学习纵向生物医学信号健康相关AI应用心声音分析与无创健康应用音频信号分类声学信号处理机器学习鼾声识别系统智能系统对真实生活普遍说话人特征的整体演化分析自闭症儿童多模态人机交互教学与拓展社会想象力野外自动情感估计
Co-authors
Cooperation Journals
李
李晶 (Jing Li)
H-index: 142 · Papers: 3.2K
B
Björn W. Schuller
H-index: 104 · Papers: 1.8K
B
Burkhard Rost
H-index: 101 · Papers: 706
蒋青 cover
蒋青 (Qing Jiang)
H-index: 83 · Papers: 955
周
周琪 (Qi Zhou)
H-index: 81 · Papers: 853
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