Mingyue Niu

38 papers A* 1A 2B 1Misc 6Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CMTNet: A collaborative mamba-transformer network with spatial-temporal cross-fusion for speech emotion recognition.
Pattern Recognit.
Shihe Dong, Jiajun Wei, Junfeng Zhao, Yibing Zhu, Jiayi Zhou, Zhuhong Shao, Mingyue Niu, Xiaohui Tan, Yinan Jiang, Rongyin Qin
2026 J jnl
Multimodal Local Global Interaction Networks for Automatic Depression Severity Estimation.
IEEE Trans. Circuits Syst. Video Technol.
Mingyue Niu, Zhuhong Shao, Yongjun He, Jianhua Tao, Björn W. Schuller
2025 J jnl
Depression Scale Dictionary Decomposition Framework for Multimodal Automatic Depression Level Prediction.
IEEE Trans. Circuits Syst. Video Technol.
Mingyue Niu, Xu Wang, Jibing Gong, Bin Liu, Jianhua Tao, Björn W. Schuller
2025 J jnl
Examining the Fourier Spectrum of Speech Signal From a Time-Frequency Perspective for Automatic Depression Level Prediction.
IEEE Trans. Affect. Comput.
Mingyue Niu, Jianhua Tao, Yongjun He, Shiqing Zhang, Ming Li
2025 J jnl
Facial action units guided graph representation learning for multimodal depression detection.
Neurocomputing
Changzeng Fu, Fengkui Qian, Yikai Su, Kaifeng Su, Siyang Song, Mingyue Niu, Jiaqi Shi, Zhigang Liu, Chaoran Liu, Carlos Toshinori Ishi, Hiroshi Ishiguro
2025 J jnl
TTFNet: Temporal-Frequency Features Fusion Network for Speech Based Automatic Depression Recognition and Assessment.
IEEE J. Biomed. Health Informatics
Xiyuan Chen, Zhuhong Shao, Yinan Jiang, Runsen Chen, Yunlong Wang, Bicao Li, Mingyue Niu, Hongguang Chen, Qiang Hu, Jiasong Wu, Chunfeng Yang, Yuanyuan Shang
2024 — conf
Dense Coordinate Channel Attention Network for Depression Level Estimation from Speech.
ICPR (13)
Ziping Zhao, Shizhao Liu, Mingyue Niu, Haishuai Wang, Björn W. Schuller
2024 J jnl
DepressionMLP: A Multi-Layer Perceptron Architecture for Automatic Depression Level Prediction via Facial Keypoints and Action Units.
IEEE Trans. Circuits Syst. Video Technol.
Mingyue Niu, Ya Li, Jianhua Tao, Xiuzhuang Zhou, Björn W. Schuller
2024 J jnl
MTDAN: A Lightweight Multi-Scale Temporal Difference Attention Networks for Automated Video Depression Detection.
IEEE Trans. Affect. Comput.
Shiqing Zhang, Xingnan Zhang, Xiaoming Zhao, Jiangxiong Fang, Mingyue Niu, Ziping Zhao, Jun Yu, Qi Tian
2024 J jnl
PointTransform Networks for automatic depression level prediction via facial keypoints.
Knowl. Based Syst.
Mingyue Niu, Ming Li, Changzeng Fu
2024 J jnl
WavDepressionNet: Automatic Depression Level Prediction via Raw Speech Signals.
IEEE Trans. Affect. Comput.
Mingyue Niu, Jianhua Tao, Yongwei Li, Yong Qin, Ya Li
2023 J jnl
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction.
IEEE Trans. Affect. Comput.
Mingyue Niu, Ziping Zhao, Jianhua Tao, Ya Li, Björn W. Schuller
2023 J jnl
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection.
IEEE Trans. Affect. Comput.
Mingyue Niu, Jianhua Tao, Bin Liu, Jian Huang, Zheng Lian
2022 Misc conf
Automatic Depression Level Assessment from Speech By Long-Term Global Information Embedding.
ICASSP
Ya Li, Mingyue Niu, Ziping Zhao, Jianhua Tao
2022 Misc conf
Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network.
ICASSP
Ziping Zhao, Zhen Gong, Mingyue Niu, Jiali Ma, Haishuai Wang, Zixing Zhang, Ya Li
2022 Misc conf
Csenet: Complex Squeeze-and-Excitation Network for Speech Depression Level Prediction.
ICASSP
Cunhang Fan, Zhao Lv, Shengbing Pei, Mingyue Niu
2022 J jnl
Deep learning for depression recognition with audiovisual cues: A review.
Inf. Fusion
Lang He, Mingyue Niu, Prayag Tiwari, Pekka Marttinen, Rui Su, Jiewei Jiang, Chenguang Guo, Hongyu Wang, Songtao Ding, Zhongmin Wang, Xiaoying Pan, Wei Dang
2022 J jnl
Depressioner: Facial dynamic representation for automatic depression level prediction.
Expert Syst. Appl.
Mingyue Niu, Lang He, Ya Li, Bin Liu
2022 — conf
EEG Emotion Recognition Based on Self-attention Dynamic Graph Neural Networks.
EMBC
Chao Li, Yong Sheng, Haishuai Wang, Mingyue Niu, Peiguang Jing, Ziping Zhao, Björn W. Schuller
2022 J jnl
Selective Element and Two Orders Vectorization Networks for Automatic Depression Severity Diagnosis via Facial Changes.
IEEE Trans. Circuits Syst. Video Technol.
Mingyue Niu, Ziping Zhao, Jianhua Tao, Ya Li, Björn W. Schuller
2021 J jnl
A time-frequency channel attention and vectorization network for automatic depression level prediction.
Neurocomputing
Mingyue Niu, Bin Liu, Jianhua Tao, Qifei Li
2021 J jnl
Correction to: Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput.
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
2021 J jnl
Deep Learning for Depression Recognition with Audiovisual Cues: A Review.
CoRR
Lang He, Mingyue Niu, Prayag Tiwari, Pekka Marttinen, Rui Su, Jiewei Jiang, Chenguang Guo, Hongyu Wang, Songtao Ding, Zhongmin Wang, Wei Dang, Xiaoying Pan
2021 Misc conf
Multi-Scale and Multi-Region Facial Discriminative Representation for Automatic Depression Level Prediction.
ICASSP
Mingyue Niu, Jianhua Tao, Bin Liu
2021 A conf
TDCA-Net: Time-Domain Channel Attention Network for Depression Detection.
Interspeech
Cong Cai, Mingyue Niu, Bin Liu, Jianhua Tao, Xuefei Liu
2020 J jnl
Expression Analysis Based on Face Regions in Real-world Conditions.
Int. J. Autom. Comput.
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
2020 — conf
Micro-Expression Recognition Based on Multiple Aggregation Networks.
APSIPA
Wenxiang She, Zhao Lv, Jianhua Tao, Bin Liu, Mingyue Niu
2020 — conf
Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism.
MuSe @ ACM Multimedia
Licai Sun, Zheng Lian, Jianhua Tao, Bin Liu, Mingyue Niu
2020 Misc conf
Multimodal Transformer Fusion for Continuous Emotion Recognition.
ICASSP
Jian Huang, Jianhua Tao, Bin Liu, Zheng Lian, Mingyue Niu
2020 A* conf
ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion.
AAAI
Feihu Che, Dawei Zhang, Jianhua Tao, Mingyue Niu, Bocheng Zhao
2019 A conf
Automatic Depression Level Detection via ℓ
INTERSPEECH
Mingyue Niu, Jianhua Tao, Bin Liu, Cunhang Fan
2019 Misc conf
Discriminative Video Representation with Temporal Order for Micro-expression Recognition.
ICASSP
Mingyue Niu, Jianhua Tao, Ya Li, Jian Huang, Zheng Lian
2019 B conf
Efficient Modeling of Long Temporal Contexts for Continuous Emotion Recognition.
ACII
Jian Huang, Jianhua Tao, Bin Liu, Zhen Lian, Mingyue Niu
2019 J jnl
Expression Analysis Based on Face Regions in Read-world Conditions.
CoRR
Zheng Lian, Ya Li, Jianhua Tao, Jian Huang, Mingyue Niu
2019 — conf
Local Second-Order Gradient Cross Pattern for Automatic Depression Detection.
ACII Workshops
Mingyue Niu, Jianhua Tao, Bin Liu
2019 J jnl
Semi-supervised Ladder Networks for Speech Emotion Recognition.
Int. J. Autom. Comput.
Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu
2018 — conf
Deep Learning for Continuous Multiple Time Series Annotations.
AVEC@MM
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang
2018 — conf
Multimodal Continuous Emotion Recognition with Data Augmentation Using Recurrent Neural Networks.
AVEC@MM
Jian Huang, Ya Li, Jianhua Tao, Zheng Lian, Mingyue Niu, Minghao Yang