Wenzhe Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Ensemble Classification

Imbalanced Data

Speech Enhancement

Top Venues

Eng. Appl. Artif. Intell.

Publications

Lu-Yao Liu, Wenzhe Liu, Lin Feng
A Primary task driven adaptive loss function for multi-task speech emotion recognition. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Yimin Jiang, Tingfei Yan, Mingze Yao, Huibing Wang, Wenzhe Liu
Cascade transformers with dynamic attention for video question answering. Comput. Vis. Image Underst. 242 (2024)
Yong Zhang, Li Jiang, Da Liu, Wenzhe Liu
Incomplete multi-view clustering via self-attention networks and feature reconstruction. Appl. Intell. 54 (4) (2024)
Cheng Cheng, Wenzhe Liu, Zhaoxin Fan, Lin Feng, Ziyu Jia
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data. Neural Networks 172 (2024)
Yong Zhang, Jiongcheng Zhu, Li Jiang, Da Liu, Wenzhe Liu
Multi-view Bipartite Graph Clustering with Collaborative Regularization. ICIC (LNAI 2) (2024)
Zhaowei Liu, Xilang Lu, Wenzhe Liu, Wen Qi, Hang Su
Human-Robot Collaboration Through a Multi-Scale Graph Convolution Neural Network With Temporal Attention. IEEE Robotics Autom. Lett. 9 (3) (2024)
Sujia Huang, Shunxin Xiao, Wenzhe Liu, Jielong Lu, Zhihao Wu, Shiping Wang, Jagath C. Rajapakse
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification. BIBM (2023)
Wenzhe Liu, Luyao Liu, Yong Zhang, Lin Feng
Enhanced tensor multi-view clustering via dual constraints. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Wei Xiao, Wenzhe Liu, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu
Multi-mode Neural Speech Coding Based on Deep Generative Networks. INTERSPEECH (2023)
Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Andong Li, Weixin Meng, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective. INTERSPEECH (2023)
Wenzhe Liu, Yupeng Shi, Jun Chen, Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu
Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction. CoRR (2023)
Cheng Cheng, Yong Zhang, Luyao Liu, Wenzhe Liu, Lin Feng
Multi-Domain Encoding of Spatiotemporal Dynamics in EEG for Emotion Recognition. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Luyao Liu, Wenzhe Liu, Lin Feng
SDTF-Net: Static and dynamic time-frequency network for Speech Emotion Recognition. Speech Commun. 148 (2023)
Wenzhe Liu, Wei Xiao, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu
A High Fidelity and Low Complexity Neural Audio Coding. CoRR (2023)
Wenzhe Liu, Li Jiang, Da Liu, Yong Zhang
Tensorial Multi-Linear Multi-View Clustering via Schatten-p Norm. IEEE Access 11 (2023)
Wenzhe Liu, Yupeng Shi, Jun Chen, Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu
Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction. INTERSPEECH (2023)
Jun Chen, Yupeng Shi, Wenzhe Liu, Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu, Shidong Shang, Chengshi Zheng
Gesper: A Unified Framework for General Speech Restoration. ICASSP (2023)
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement. ICASSP (2022)
Wenzhe Liu, Luyao Liu, Yong Zhang, Huibing Wang, Lin Feng
Adaptive multi-view multiple-means clustering via subspace reconstruction. Eng. Appl. Artif. Intell. 114 (2022)
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li
A Neural Beam Filter for Real-time Multi-channel Speech Enhancement. CoRR (2022)
Guochen Yu, Andong Li, Wenzhe Liu, Chengshi Zheng, Yutian Wang, Hui Wang
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement. CoRR (2022)
Chengshi Zheng, Wenzhe Liu, Andong Li, Yuxuan Ke, Xiaodong Li
Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer. CoRR (2022)
Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li
A General Deep Learning Speech Enhancement Framework Motivated by Taylor's Theorem. CoRR (2022)
Guochen Yu, Andong Li, Wenzhe Liu, Chengshi Zheng, Yutian Wang, Hui Wang
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Full-Band Speech Enhancement. ISCSLP (2022)
Wenzhe Liu, Andong Li, Xiao Wang, Minmin Yuan, Yi Chen, Chengshi Zheng, Xiaodong Li
A Neural Beamspace-Domain Filter for Real-Time Multi-Channel Speech Enhancement. Symmetry 14 (6) (2022)
Run Chen, Yuzhong Xiao, Yonggang Chen, Hua Xu, Peng Yu, Qi Peng, Xian Li, Xiaofeng Guo, Jianlong Huang, Nansong Li, Xueqing Hu, Rongde Ou, Wenzhe Liu, Bei Chen, Wen Zhang, Xiaofeng Xin, Bingcai Zhao, Zhenqi Chen
A 6.5-to-10GHz IEEE 802.15.4/4z-Compliant 1T3R UWB Transceiver. ISSCC (2022)
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li
A separation and interaction framework for causal multi-channel speech enhancement. Digit. Signal Process. 126 (2022)
Andong Li, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective. CoRR (2022)
Xiangzhu Meng, Wei Wei, Wenzhe Liu
Locality Relationship Constrained Multi-view Clustering Framework. CoRR (2021)
Wenzhe Liu, Andong Li, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement. Interspeech (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling. CoRR (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling. Interspeech (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network. CoRR (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network. ICASSP (2021)
Wenzhe Liu, Jiehua Zhang, Zhuo Su, Zhongzhu Zhou, Li Liu
Binary Neural Network for Automated Visual Surface Defect Detection. Sensors 21 (20) (2021)
Wenzhe Liu, Zhuo Su, Li Liu
Beyond Vanilla Convolution: Random Pixel Difference Convolution for Face Perception. IEEE Access 9 (2021)
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
Pixel Difference Networks for Efficient Edge Detection. ICCV (2021)
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement. CoRR (2021)
Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu
Pixel Difference Networks for Efficient Edge Detection. CoRR (2021)
Lin Feng, Wenzhe Liu, Xiangzhu Meng, Yong Zhang
Re-weighted multi-view clustering via triplex regularized non-negative matrix factorization. Neurocomputing 464 (2021)
Andong Li, Wenzhe Liu, Chengshi Zheng, Cunhang Fan, Xiaodong Li
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yong Zhang, Jiaxin Yu, Wenzhe Liu, Kaoru Ota
Ensemble Classification for Skewed Data Streams Based on Neural Network. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (5) (2018)
Yong Zhang, Wenzhe Liu, Xuezhen Ren, Yonggong Ren
Dual weighted extreme learning machine for imbalanced data stream classification. J. Intell. Fuzzy Syst. 33 (2) (2017)
Yong Zhang, Panpan Fu, Wenzhe Liu, Li Zou
SVM classification for imbalanced data using conformal kernel transformation. IJCNN (2014)
Yong Zhang, Panpan Fu, Wenzhe Liu, Guolong Chen
Imbalanced data classification based on scaling kernel-based support vector machine. Neural Comput. Appl. 25 (3-4) (2014)
Wenzhe Liu, Wensheng Wang, Yongli Ma
Algorithm research of infrared target recognition. ICNC (2010)
Wenzhe Liu
An effective method for abrupt scene change detection. ICNC (2010)