Siyuan Peng

According to our database, Siyuan Peng authored at least 47 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Semi-supervised pivotal-aware nonnegative matrix factorization with label and pairwise constraint propagation for data clustering.

Xiaojun Yang, Tuoji Zhu, Siyuan Peng, Feiping Nie, Zhiping Lin

Pattern Recognit., 2025

Auto-weighted Graph Reconstruction for efficient ensemble clustering.

Xiaojun Yang, Weihao Zhao, Jing Wang, Siyuan Peng, Feiping Nie

Inf. Sci., 2025

A novel linear discriminant analysis based on alternate ratio sum minimization.

Xiaojun Yang, Chuanjie Cao, Keyi Zhou, Siyuan Peng, Zheng Wang, Liang Lin, Feiping Nie

Inf. Sci., 2025

2024

Automatic filter pruning algorithm for image classification.

Yifan Xue, Wangshu Yao, Siyuan Peng, Shiyou Yao

Appl. Intell., January, 2024

A weighted prior tensor train decomposition method for community detection in multi-layer networks.

Siyuan Peng, Mingliang Yang, Zhijing Yang, Tianshui Chen, Jieming Xie, Guang Ma

Neural Networks, 2024

Choreographing the Digital Canvas: A Machine Learning Approach to Artistic Performance.

Siyuan Peng, Kate Ladenheim, Snehesh Shrestha, Cornelia Fermüller

CoRR, 2024

Generation of Novel Fall Animation with Configurable Attributes.

Siyuan Peng, Kate Ladenheim, Snehesh Shrestha, Cornelia Fermüller

Proceedings of the 9th International Conference on Movement and Computing, 2024

SalientPoint: A Self-Supervised Keypoint Detection Based on Saliency of Descriptor.

Keyu Zhou, Wangshu Yao, Siyu Yang, Siyuan Peng

Proceedings of the International Joint Conference on Neural Networks, 2024

One-shot Hierarchical Global Pruning via Channel Relation-aware Attention.

Yifan Xue, Wangshu Yao, Siyuan Peng, Siyu Yang, Keyu Zhou

Proceedings of the International Joint Conference on Neural Networks, 2024

Understanding Researchers' Data-Centric Tasks: A Classification of Goals, Gaps, and Resources.

Guangyuan Sun, Chunfeng Liu, Siyuan Peng, Qiao Li

Proceedings of the Wisdom, Well-Being, Win-Win, 2024

2023

Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization.

Siyuan Peng, Jingxing Yin, Zhijing Yang, Badong Chen, Zhiping Lin

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Detecting interdisciplinary semantic drift for knowledge organization based on normal cloud model.

Zhongyi Wang, Siyuan Peng, Jiangping Chen, Amoni G. Kapasule, Haihua Chen

J. King Saud Univ. Comput. Inf. Sci., June, 2023

Adaptive graph regularization method based on least square regression for clustering.

Siyuan Peng, Jing Lu, Jiangzhong Cao, Qiaomei Peng, Zhijing Yang

Signal Process. Image Commun., May, 2023

Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering.

Jingxing Yin, Siyuan Peng, Zhijing Yang, Badong Chen, Zhiping Lin

Pattern Recognit., May, 2023

PSCF-Net: Deeply Coupled Feedback Network for Pansharpening.

Siyuan Peng, De Zhu, Qingwei Gao, Yixiang Lu, Dong Sun

IEEE Trans. Geosci. Remote. Sens., 2023

ICAD-MI: Interdisciplinary concept association discovery from the perspective of metaphor interpretation.

Zhongyi Wang, Siyuan Peng, Jiangping Chen, Xian Zhang, Haihua Chen

Knowl. Based Syst., 2023

A Transformer-based Prediction Method for Depth of Anesthesia During Target-controlled Infusion of Propofol and Remifentanil.

Yongkang He, Siyuan Peng, Mingjin Chen, Zhijing Yang, Yuanhui Chen

CoRR, 2023

ArcGPT: A Large Language Model Tailored for Real-world Archival Applications.

Shitou Zhang, Jingrui Hou, Siyuan Peng, Zuchao Li, Qibiao Hu, Ping Wang

CoRR, 2023

Toward low-delay and low-cost controller placement in SDNs: a hybrid heuristic method.

Siyuan Peng, Dongshuai Niu, Kezhong Jin, Zhenzhou Tang

Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

LaneMP: Robust Lane Attention Detection Based on Mutual Perception of Keypoints.

Siyuan Peng, Wangshu Yao, Yifan Xue

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022

Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.

Siyuan Peng, Zhijing Yang, Feiping Nie, Badong Chen, Zhiping Lin

Neural Networks, 2022

Dual semi-supervised convex nonnegative matrix factorization for data representation.

Siyuan Peng, Zhijing Yang, Bingo Wing-Kuen Ling, Badong Chen, Zhiping Lin

Inf. Sci., 2022

Maximum Correntropy with Variable Center Unscented Kalman Filter for Robust Power System State Estimation.

Zhenglong Sun, Chuanlin Liu, Siyuan Peng

Entropy, 2022

Assessing Workload Perception in Introductory Computer Science Projects using NASA-TLX.

Naser Al Madi, Siyuan Peng, Tamsin Rogers

Proceedings of the SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, 2022

BG-EFRL: Chinese Named Entity Recognition Method and Application Based on Enhanced Feature Representation.

XianKun Zhang, Siyuan Peng

Proceedings of the Natural Language Processing and Chinese Computing, 2022

An Eye Opener on the Use of Machine Learning in Eye Movement Based Authentication.

Siyuan Peng, Naser Al Madi

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

2021

Robust semi-supervised nonnegative matrix factorization for image clustering.

Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin

Pattern Recognit., 2021

Multiple graph regularized semi-supervised nonnegative matrix factorization with adaptive weights for clustering.

Kexin Zhang, Xuezhuan Zhao, Siyuan Peng

Eng. Appl. Artif. Intell., 2021

SoK: Vehicle Orientation Representations for Deep Rotation Estimation.

Huahong Tu, Siyuan Peng, Vladimir Leung, Richard Gao

CoRR, 2021

2020

Fast Reconstruction of 3D Point Cloud Model Using Visual SLAM on Embedded UAV Development Platform.

Fang Huang, Hao Yang, Xicheng Tan, Shuying Peng, Jian Tao, Siyuan Peng

Remote. Sens., 2020

Robust orthogonal nonnegative matrix tri-factorization for data representation.

Siyuan Peng, Wee Ser, Badong Chen, Zhiping Lin

Knowl. Based Syst., 2020

Robust nonnegative matrix factorization with local coordinate constraint for image clustering.

Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin

Eng. Appl. Artif. Intell., 2020

2019

OFDMA-Enabled Wi-Fi Backscatter.

Renjie Zhao, Fengyuan Zhu, Yuda Feng, Siyuan Peng, Xiaohua Tian, Hui Yu, Xinbing Wang

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation.

Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Robust Constrained Adaptive Filtering Under Minimum Error Entropy Criterion.

Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin

IEEE Trans. Circuits Syst. II Express Briefs, 2018

An improved proportionate least mean p-power algorithm for adaptive filtering.

Xie Zhang, Siyuan Peng, Zongze Wu, Yajing Zhou, Yuli Fu

Signal Image Video Process., 2018

Correntropy based graph regularized concept factorization for clustering.

Siyuan Peng, Wee Ser, Badong Chen, Lei Sun, Zhiping Lin

Neurocomputing, 2018

Robust sparse nonnegative matrix factorization based on maximum correntropy criterion.

Siyuan Peng, Wee Ser, Zhiping Lin, Badong Chen

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Fast 3D Map Reconstruction Using Dense Visual Simultaneous Localization and Mapping Based on Unmanned Aerial Vehicle.

Siyuan Peng, Fang Huang, Jian Tao, Bo Tie, Jun Lu, Xiaodong Zhang

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Robust Constrained Recursive Least P-Power Algorithm for Adaptive Filtering.

Jiajun Sun, Siyuan Peng, Qinglai Liu, Ruijie Zhao, Zhiping Lin

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017

Constrained maximum correntropy adaptive filtering.

Siyuan Peng, Badong Chen, Lei Sun, Wee Ser, Zhiping Lin

Signal Process., 2017

Online Streaming Feature Selection Based on Conditional Information Entropy.

Huaming Wang, Guoyin Wang, Xianhua Zeng, Siyuan Peng

Proceedings of the IEEE International Conference on Big Knowledge, 2017

Kernel least mean square based on conjugate gradient.

Siyuan Peng, Zongze Wu, Wentao Ma, Badong Chen

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Adaptive convex combination filter under minimum error entropy criterion.

Siyuan Peng, Zongze Wu, Yajing Zhou, Badong Chen

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

2015

Minimum Error Entropy Algorithms with Sparsity Penalty Constraints.

Zongze Wu, Siyuan Peng, Wentao Ma, Badong Chen, José C. Príncipe

Entropy, 2015

Proportionate Minimum Error Entropy Algorithm for Sparse System Identification.

Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao, José C. Príncipe

Entropy, 2015

Robust Hammerstein Adaptive Filtering under Maximum Correntropy Criterion.

Zongze Wu, Siyuan Peng, Badong Chen, Haiquan Zhao

Entropy, 2015