Peng Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Subspace Learning

Feature Selection

Top Venues

IEICE Trans. Inf. Syst.

Digit. Signal Process.

Expert Syst. Appl.

IEEE Trans. Affect. Comput.

Publications

Shenjie Jiang, Peng Song, Shaokai Li, Run Wang, Wenming Zheng
Multi-Source Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition. ICASSP (2024)
Run Wang, Peng Song, Wenming Zheng
Graph-Diffusion-Based Domain-Invariant Representation Learning for Cross-Domain Facial Expression Recognition. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Shixuan Zhou, Peng Song
Consistency-exclusivity guided unsupervised multi-view feature selection. Neurocomputing 569 (2024)
Yuanbo Cheng, Peng Song, Jinshuai Mu, Yanwei Yu, Wenming Zheng
Comprehensive multi-view self-representations for clustering. Expert Syst. Appl. 251 (2024)
Run Wang, Peng Song, Shaokai Li, Liang Ji, Wenming Zheng
Common Latent Embedding Space for Cross-Domain Facial Expression Recognition. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Peng Song, Shixuan Zhou, Jinshuai Mu, Meng Duan, Yanwei Yu, Wenming Zheng
Clean affinity matrix induced hyper-Laplacian regularization for unsupervised multi-view feature selection. Inf. Sci. 682 (2024)
Zhaohu Liu, Peng Song, Jinshuai Mu, Wenming Zheng
Shared Latent Embedding Learning for Multi-View Subspace Clustering. IEICE Trans. Inf. Syst. 107 (1) (2024)
Yuanbo Cheng, Peng Song
Incomplete multi-view clustering via confidence graph completion based tensor decomposition. Expert Syst. Appl. 258 (2024)
Meng Duan, Peng Song, Shixuan Zhou, Jinshuai Mu, Zhaowei Liu
Consensus and discriminative non-negative matrix factorization for multi-view unsupervised feature selection. Digit. Signal Process. 154 (2024)
Peng Song, Zhaohu Liu, Jinshuai Mu, Yuanbo Cheng
Deep embedding based tensor incomplete multi-view clustering. Digit. Signal Process. 151 (2024)
Zhaohu Liu, Peng Song
Deep low-rank tensor embedding for multi-view subspace clustering. Expert Syst. Appl. 237 (Part C) (2024)
Shixuan Zhou, Peng Song, Yanwei Yu, Wenming Zheng
Structural regularization based discriminative multi-view unsupervised feature selection. Knowl. Based Syst. 272 (2023)
Shixuan Zhou, Peng Song, Zihao Song, Liang Ji
Soft-label guided non-negative matrix factorization for unsupervised feature selection. Expert Syst. Appl. 216 (2023)
Shaokai Li, Peng Song, Liang Ji, Yun Jin, Wenming Zheng
A Generalized Subspace Distribution Adaptation Framework for Cross-Corpus Speech Emotion Recognition. ICASSP (2023)
Jinshuai Mu, Peng Song, Yanwei Yu, Wenming Zheng
Tensor-based consensus learning for incomplete multi-view clustering. Expert Syst. Appl. 234 (2023)
Liang Ji, Peng Song, Wenjing Zhang, Shaokai Li
Learning transferable non-negative feature representation for facial expression recognition. Digit. Signal Process. 139 (2023)
Shenjie Jiang, Peng Song, Shaokai Li, Keke Zhao, Wenming Zheng
Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition. INTERSPEECH (2023)
Zhou Yao, Wenjing Zhang, Peng Song, Yuxue Hu, Jianxiao Liu
DeepFormer: a hybrid network based on convolutional neural network and flow-attention mechanism for identifying the function of DNA sequences. Briefings Bioinform. 24 (2) (2023)
Keke Zhao, Peng Song, Shaokai Li, Wenming Zheng
Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition. INTERSPEECH (2023)
Tao Liu, Peng Song, Liang Ji, Shaokai Li
Adaptive graph regularized transferable regression for facial expression recognition. Digit. Signal Process. 139 (2023)
Wenjing Zhang, Peng Song, Wenming Zheng
Joint Local-Global Discriminative Subspace Transfer Learning for Facial Expression Recognition. IEEE Trans. Affect. Comput. 14 (3) (2023)
Shenjie Jiang, Peng Song, Run Wang, Shaokai Li, Wenming Zheng
Dynamic Graph-Guided Transferable Regression for Cross-Domain Speech Emotion Recognition. CCBR (2023)
Dongliang Chen, Peng Song, Wenming Zheng
Learning Transferable Sparse Representations for Cross-Corpus Facial Expression Recognition. IEEE Trans. Affect. Comput. 14 (2) (2023)
Xiangyu Liu, Peng Song
Virtual label guided multi-view non-negative matrix factorization for data clustering. Digit. Signal Process. 133 (2023)
Jinshuai Mu, Peng Song, Xiangyu Liu, Shaokai Li
Dual-graph regularized concept factorization for multi-view clustering. Expert Syst. Appl. 223 (2023)
Shaokai Li, Peng Song, Wenming Zheng
Multi-Source Discriminant Subspace Alignment for Cross-Domain Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Chao Sheng, Peng Song
Graph regularized virtual label regression for unsupervised feature selection. Digit. Signal Process. 123 (2022)
Zihao Song, Peng Song, Chao Sheng, Wenming Zheng, Wenjing Zhang, Shaokai Li
A Novel Discriminative Virtual Label Regression Method for Unsupervised Feature Selection. IEICE Trans. Inf. Syst. (1) (2022)
Shaokai Li, Peng Song, Keke Zhao, Wenjing Zhang, Wenming Zheng
Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition. INTERSPEECH (2022)
Liang Ji, Peng Song, Wenjing Zhang
Transferable discriminative non-negative matrix factorization for cross-database facial expression recognition. Digit. Signal Process. 123 (2022)
Xiangyu Liu, Peng Song
Incomplete multi-view clustering via virtual-label guided matrix factorization. Expert Syst. Appl. 210 (2022)
Zihao Song, Peng Song
Latent energy preserving embedding for unsupervised feature selection. Digit. Signal Process. 132 (2022)
Weijian Zhang, Peng Song, Dongliang Chen, Chao Sheng, Wenjing Zhang
Cross-Corpus Speech Emotion Recognition Based on Joint Transfer Subspace Learning and Regression. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Yanwei Yu, Ruoshan Lan, Lei Cao, Peng Song, Yingjie Wang
Online Discovery of Evolving Groups over Massive-Scale Trajectory Streams. CoRR (2022)
Wenjing Zhang, Peng Song, Wenming Zheng
A Novel Transferable Sparse Regression Method for Cross-Database Facial Expression Recognition. IEICE Trans. Inf. Syst. (1) (2022)
Xiangyu Liu, Peng Song, Chao Sheng, Wenjing Zhang
Robust multi-view non-negative matrix factorization for clustering. Digit. Signal Process. 123 (2022)
Keke Zhao, Peng Song, Shaokai Li, Wenjing Zhang, Wenming Zheng
A novel Adaptive Weighted Transfer Subspace Learning Method for Cross-Database Speech Emotion Recognition. IEICE Trans. Inf. Syst. (9) (2022)
Chao Sheng, Peng Song, Weijian Zhang, Dongliang Chen
Dual-graph regularized subspace learning based feature selection. Digit. Signal Process. 117 (2021)
Keke Zhao, Peng Song, Wenjing Zhang, Weijian Zhang, Shaokai Li, Dongliang Chen, Wenming Zheng
Cross-Corpus Speech Emotion Recognition Based on Sparse Subspace Transfer Learning. CCBR (2021)
Dongliang Chen, Peng Song
Dual-graph regularized discriminative transfer sparse coding for facial expression recognition. Digit. Signal Process. 108 (2021)
Peng Song, Wenming Zheng, Yanwei Yu, Shifeng Ou
Speech Emotion Recognition Based on Robust Discriminative Sparse Regression. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Wenjing Zhang, Peng Song, Dongliang Chen, Weijian Zhang
Latent sparse transfer subspace learning for cross-corpus facial expression recognition. Digit. Signal Process. 116 (2021)
Weijian Zhang, Peng Song
Transfer Sparse Discriminant Subspace Learning for Cross-Corpus Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Dongliang Chen, Peng Song, Wenjing Zhang, Weijian Zhang, Bingui Xu, Xuan Zhou
Robust Transferable Subspace Learning for Cross-Corpus Facial Expression Recognition. IEICE Trans. Inf. Syst. (10) (2020)
Jianian Li, Yanwei Yu, Yunhong Lu, Peng Song
Student Performance Prediction Based on Multi-view Network Embedding. PRCV (3) (2020)
Fang Liu, Yanwei Yu, Peng Song, Yangyang Fan, Xiangrong Tong
Scalable KDE-based top-n local outlier detection over large-scale data streams. Knowl. Based Syst. 204 (2020)
Peng Song, Wenming Zheng
Feature Selection Based Transfer Subspace Learning for Speech Emotion Recognition. IEEE Trans. Affect. Comput. 11 (3) (2020)
Kai Chen, Yanwei Yu, Peng Song, Xianfeng Tang, Lei Cao, Xiangrong Tong
Find you if you drive: Inferring home locations for vehicles with surveillance camera data. Knowl. Based Syst. 196 (2020)
Zhijun Liu, Chao Huang, Yanwei Yu, Peng Song, Baode Fan, Junyu Dong
Dynamic Representation Learning for Large-Scale Attributed Networks. CIKM (2020)
Tengfei Song, Wenming Zheng, Peng Song, Zhen Cui
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks. IEEE Trans. Affect. Comput. 11 (3) (2020)
Minghao Tang, Yuan Zong, Wenming Zheng, Jisheng Dai, Jingang Shi, Peng Song
Micro-Expression Recognition by Leveraging Color Space Information. IEICE Trans. Inf. Syst. (6) (2019)
Peng Song
Transfer Linear Subspace Learning for Cross-Corpus Speech Emotion Recognition. IEEE Trans. Affect. Comput. 10 (2) (2019)
Lingyan Li, Xiaoyan Zhou, Yuan Zong, Wenming Zheng, Xiuzhen Chen, Jingang Shi, Peng Song
Unsupervised Cross-Database Micro-Expression Recognition Using Target-Adapted Least-Squares Regression. IEICE Trans. Inf. Syst. (7) (2019)
Junfeng Shi, Wenming Ma, Peng Song
Transform Electric Power Curve into Dynamometer Diagram Image Using Deep Recurrent Neural Network. IEICE Trans. Inf. Syst. (8) (2018)
Jingwei Yan, Wenming Zheng, Zhen Cui, Peng Song
A Joint Convolutional Bidirectional LSTM Framework for Facial Expression Recognition. IEICE Trans. Inf. Syst. (4) (2018)
Guanzhe Zhao, Yanwei Yu, Peng Song, Geng Zhao, Zhe Ji
A Parameter Space Framework for Online Outlier Detection Over High-Volume Data Streams. IEEE Access 6 (2018)
Peng Song, Shifeng Ou, Zhenbin Du, Yanyan Guo, Wenming Ma, Jinglei Liu, Wenming Zheng
Learning Corpus-Invariant Discriminant Feature Representations for Speech Emotion Recognition. IEICE Trans. Inf. Syst. (5) (2017)
Shifeng Ou, Peng Song, Ying Gao
Phase-Sensitive Decision-Directed SNR Estimator for Single-Channel Speech Enhancement. Int. J. Pattern Recognit. Artif. Intell. 31 (8) (2017)
Ruoshan Lan, Yanwei Yu, Lei Cao, Peng Song, Yingjie Wang
Discovering Evolving Moving Object Groups from Massive-Scale Trajectory Streams. MDM (2017)
Peng Song, Shifeng Ou, Xinran Zhang, Yun Jin, Wenming Zheng, Jinglei Liu, Yanwei Yu
Transfer Semi-Supervised Non-Negative Matrix Factorization for Speech Emotion Recognition. IEICE Trans. Inf. Syst. (10) (2016)
Peng Song, Wenming Zheng, Shifeng Ou, Xinran Zhang, Yun Jin, Jinglei Liu, Yanwei Yu
Cross-corpus speech emotion recognition based on transfer non-negative matrix factorization. Speech Commun. 83 (2016)
Peng Song, Xinran Zhang, Shifeng Ou, Jingjing Liu, Yanwei Yu, Wenming Zheng
Cross-corpus speech emotion recognition using transfer semi-supervised discriminant analysis. ISCSLP (2016)
Peng Song, Shifeng Ou, Wenming Zheng, Yun Jin, Li Zhao
Speech emotion recognition using transfer non-negative matrix factorization. ICASSP (2016)
Peng Song, Wenming Zheng, Ruiyu Liang
Speech Emotion Recognition Based on Sparse Transfer Learning Method. IEICE Trans. Inf. Syst. (7) (2015)
Peng Song, Wenming Zheng, Xinran Zhang, Yun Jin, Cheng Zha, Minghai Xin
A Novel Iterative Speaker Model Alignment Method from Non-Parallel Speech for Voice Conversion. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (10) (2015)
Peng Song, Wenming Zheng, Jingjing Liu, Jing Li, Xinran Zhang
A Novel Speech Emotion Recognition Method via Transfer PCA and Sparse Coding. CCBR (2015)
Peng Song, Yun Jin, Wenming Zheng, Li Zhao
Text-independent voice conversion using speaker model alignment method from non-parallel speech. INTERSPEECH (2014)
Yun Jin, Peng Song, Wenming Zheng, Li Zhao
A feature selection and feature fusion combination method for speaker-independent speech emotion recognition. ICASSP (2014)
Yun Jin, Peng Song, Wenming Zheng, Li Zhao, Minghai Xin
Speaker-Independent Speech Emotion Recognition Based on Two-Layer Multiple Kernel Learning. IEICE Trans. Inf. Syst. (10) (2013)
Peng Song, Wenming Zheng, Li Zhao
Non-parallel training for voice conversion based on adaptation method. ICASSP (2013)