Yonghua Zhu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 74

Top Topics

Feature Selection

Top Venues

Publications

Yonghua Zhu, Lei Feng, Zhenyun Deng, Yang Chen, Robert Amor, Michael Witbrock
Robust Node Classification on Graph Data with Graph and Label Noise. AAAI (2024)
Jiangzhang Gan, Rongyao Hu, Yujie Mo, Zhao Kang, Liang Peng, Yonghua Zhu, Xiaofeng Zhu
Multigraph Fusion for Dynamic Graph Convolutional Network. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Yonghua Zhu, Jincheng Huang, Yang Chen, Robert Amor, Michael Witbrock
A graph transformer defence against graph perturbation by a flexible-pass filter. Inf. Fusion 107 (2024)
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. ACL (Findings) (2024)
Keqian Chen, Yonghua Zhu, Zhuo Bi, Wenjuan Zhang
Sketch-to-image Synthesis with Image-level Encoding Aggregation and Patch-level Semantic Refinement. CSAE (2023)
Yonghua Zhu, Zhenyun Deng, Yang Chen, Robert Amor, Michael Witbrock
Chain of Propagation Prompting for Node Classification. ACM Multimedia (2023)
Tingyan Gu, Yonghua Zhu, Wangyidai Lu, Wenjun Zhang
A Quality-improved Method based on Attention Mechanism and Contrastive Learning for Image Style Transfer. ICCCS (2023)
Meixian Zhang, Yonghua Zhu, Wenjun Zhang, Yunwen Zhu, Tianyu Feng
Modularized composite attention network for continuous music emotion recognition. Multim. Tools Appl. 82 (5) (2023)
Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Michael Witbrock, Jiamou Liu
Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. CoRR (2023)
Yonghua Zhu, Malong Tan, Jian Wei
Robust Multi-view Classification with Sample Constraints. Neural Process. Lett. 54 (4) (2022)
Guoqiu Wen, Yonghua Zhu, Linjun Chen, Shichao Zhang
One-step spectral rotation clustering with balanced constrains. World Wide Web 25 (1) (2022)
Yonghua Zhu, Junbo Ma, Changan Yuan, Xiaofeng Zhu
Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer's Disease analysis. Inf. Fusion 77 (2022)
Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello
EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE. AsiaCCS (2022)
Qifan Wang, Shujie Cui, Lei Zhou, Ocean Wu, Yonghua Zhu, Giovanni Russello
EnclaveTree: Privacy-preserving Data Stream Training and Inference Using TEE. CoRR (2022)
Chang-an Yuan, Yonghua Zhu, Zhi Zhong, Wei Zheng, Xiaofeng Zhu
Robust self-tuning multi-view clustering. World Wide Web 25 (2) (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. IJCAI (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. CoRR (2022)
Xiaofeng Zhu, Shichao Zhang, Yonghua Zhu, Pengfei Zhu, Yue Gao
Unsupervised Spectral Feature Selection With Dynamic Hyper-Graph Learning. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle
Prompt-based Conservation Learning for Multi-hop Question Answering. COLING (2022)
Keqian Chen, Yunwen Zhu, Tingyan Gu, Yonghua Zhu
Reference-based Face Editing with Spherical Harmonic Illumination and Geometry Improvement. CSAE (2022)
Zhenyun Deng, Yonghua Zhu, Yang Chen, Qianqian Qi, Michael Witbrock, Patricia Riddle
Prompt-based Conservation Learning for Multi-hop Question Answering. CoRR (2022)
Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock, Jiamou Liu
TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs. AACL/IJCNLP (Findings) (2022)
Yunwen Zhu, Wenjun Zhang, Meixian Zhang, Ke Zhang, Yonghua Zhu
Image emotion distribution learning based on enhanced fuzzy KNN algorithm with sparse learning. J. Intell. Fuzzy Syst. 41 (6) (2021)
Rongyao Hu, Zi-Wen Peng, Xiaofeng Zhu, Jiangzhang Gan, Yonghua Zhu, Junbo Ma, Guorong Wu
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification. IEEE Trans. Medical Imaging 40 (12) (2021)
Ke Zhang, Yunwen Zhu, Wenjun Zhang, Yonghua Zhu
Cross-modal image sentiment analysis via deep correlation of textual semantic. Knowl. Based Syst. 216 (2021)
Jingyao Zheng, Haishen Lü, Wade T. Crow, Tianjie Zhao, Olivier Merlin, Nemesio Rodriguez-Fernandez, Jiancheng Shi, Yonghua Zhu, Jianbin Su, Chuen Siang Kang, Xiaoyi Wang, Qiqi Gou
Soil moisture downscaling using multiple modes of the DISPATCH algorithm in a semi-humid/humid region. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Yonghua Zhu, Jieyu Huang, Ning Ge, Yunwen Zhu, Binghui Zheng, Wenjun Zhang
Text Pared into Scene Graph for Diverse Image Generation. CSAE (2021)
Heng Tao Shen, Yonghua Zhu, Wei Zheng, Xiaofeng Zhu
Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Ning Ge, Yonghua Zhu, Xiaoyu Xiong, Binghui Zheng, Jieyu Huang
KnHiGAN: Knowledge-enhanced Hierarchical Generative Adversarial Network for Fine-grained Text-to-Image Synthesis. ISCID (2021)
Guoqiu Wen, Yonghua Zhu, Linjun Chen, Mengmeng Zhan, Yangcai Xie
Global and Local Structure Preservation for Nonlinear High-dimensional Spectral Clustering. Comput. J. 64 (7) (2021)
Guoqiu Wen, Xianxian Li, Yonghua Zhu, Linjun Chen, Qimin Luo, Malong Tan
One-step spectral rotation clustering for imbalanced high-dimensional data. Inf. Process. Manag. 58 (1) (2021)
Yonghua Zhu, Ning Ge, Jieyu Huang, Yunwen Zhu, Binghui Zheng, Wenjun Zhang
Enriching Attributes from Knowledge Graph for Fine-grained Text-to-Image Synthesis. CSAE (2021)
Meixian Zhang, Yonghua Zhu, Ning Ge, Yunwen Zhu, Tianyu Feng, Wenjun Zhang
Attention-based Joint Feature Extraction Model For Static Music Emotion Classification. ISCID (2021)
Ke Zhang, Yunwen Zhu, Wenjun Zhang, Weilin Zhang, Yonghua Zhu
Transfer Correlation Between Textual Content to Images for Sentiment Analysis. IEEE Access 8 (2020)
Guoqiu Wen, Yonghua Zhu, Wei Zheng
Spectral representation learning for one-step spectral rotation clustering. Neurocomputing 406 (2020)
Meng Cao, Yonghua Zhu, Wenjing Gao, Mengyao Li, Shaoxiu Wang
Various syncretic co-attention network for multimodal sentiment analysis. Concurr. Comput. Pract. Exp. 32 (24) (2020)
Xiaofeng Zhu, Shichao Zhang, Yonghua Zhu, Wei Zheng, Yang Yang
Self-weighted Multi-view Fuzzy Clustering. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Xiaofeng Zhu, Yonghua Zhu, Wei Zheng
Spectral rotation for deep one-step clustering. Pattern Recognit. 105 (2020)
Shaoxiu Wang, Yonghua Zhu, Wenjing Gao, Meng Cao, Mengyao Li
Emotion-Semantic-Enhanced Bidirectional LSTM with Multi-Head Attention Mechanism for Microblog Sentiment Analysis. Inf. 11 (5) (2020)
Rongyao Hu, Xiaofeng Zhu, Yonghua Zhu, Jiangzhang Gan
Robust SVM with adaptive graph learning. World Wide Web 23 (3) (2020)
Wei Zheng, Xiaofeng Zhu, Guoqiu Wen, Yonghua Zhu, Hao Yu, Jiangzhang Gan
Unsupervised feature selection by self-paced learning regularization. Pattern Recognit. Lett. 132 (2020)
Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu
Multi-graph Fusion for Functional Neuroimaging Biomarker Detection. IJCAI (2020)
Wenjing Gao, Wenjun Zhang, Haiyan Gao, Yonghua Zhu
Visual sentiment analysis via deep multiple clustered instance learning. J. Intell. Fuzzy Syst. 39 (5) (2020)
Yonghua Zhu, Pingping Luo, Sheng Zhang, Biao Sun
Spatiotemporal Analysis of Hydrological Variations and Their Impacts on Vegetation in Semiarid Areas from Multiple Satellite Data. Remote. Sens. 12 (24) (2020)
Guoqiu Wen, Yonghua Zhu, Mengmeng Zhan, Malong Tan
Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection. Neural Process. Lett. 52 (3) (2020)
Su Wang, Honghao Gao, Yonghua Zhu, Weilin Zhang, Yihai Chen
A Food Dish Image Generation Framework Based on Progressive Growing GANs. CollaborateCom (2019)
Yonghua Zhu, Weilin Zhang, Yihai Chen, Honghao Gao
A novel approach to workload prediction using attention-based LSTM encoder-decoder network in cloud environment. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Fei Yuan, Limin Zhang, Khin Min Wun Soe, Liliang Ren, Chongxu Zhao, Yonghua Zhu, Shanhu Jiang, Yi Liu
Applications of TRMM- and GPM-Era Multiple-Satellite Precipitation Products for Flood Simulations at Sub-Daily Scales in a Sparsely Gauged Watershed in Myanmar. Remote. Sens. 11 (2) (2019)
Wenjing Gao, Yonghua Zhu, Wenjun Zhang, Ke Zhang, Honghao Gao
A hierarchical recurrent approach to predict scene graphs from a visual-attention-oriented perspective. Comput. Intell. 35 (3) (2019)
Wei Zheng, Xiaofeng Zhu, Yonghua Zhu, Rongyao Hu, Cong Lei
Dynamic graph learning for spectral feature selection. Multim. Tools Appl. 77 (22) (2018)
Yonghua Zhu, Xuejun Zhang, Rongyao Hu, Guoqiu Wen
Adaptive structure learning for low-rank supervised feature selection. Pattern Recognit. Lett. 109 (2018)
Jianbin Su, Haishen Lü, Yonghua Zhu, Xiaoyi Wang, Guanghua Wei
Component Analysis of Errors in Four GPM-Based Precipitation Estimations over Mainland China. Remote. Sens. 10 (9) (2018)
Yonghua Zhu, Xun Gao, Weilin Zhang, Shenkai Liu, Yuanyuan Zhang
A Bi-Directional LSTM-CNN Model with Attention for Aspect-Level Text Classification. Future Internet 10 (12) (2018)
Yonghua Zhu, Xiaofeng Zhu, Wei Zheng
Robust Multi-view Learning via Half-quadratic Minimization. IJCAI (2018)
Xiaofeng Zhu, Shichao Zhang, Rongyao Hu, Yonghua Zhu, Jingkuan Song
Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection. IEEE Trans. Knowl. Data Eng. 30 (3) (2018)
Yonghua Zhu, Xuejun Zhang, Ruili Wang, Wei Zheng, Yingying Zhu
Self-representation and PCA embedding for unsupervised feature selection. World Wide Web 21 (6) (2018)
Wei Zheng, Xiaofeng Zhu, Yonghua Zhu, Shichao Zhang
Robust Feature Selection on Incomplete Data. IJCAI (2018)
Guanghua Wei, Haishen Lü, Wade T. Crow, Yonghua Zhu, Jianqun Wang, Jianbin Su
Evaluation of Satellite-Based Precipitation Products from IMERG V04A and V03D, CMORPH and TMPA with Gauged Rainfall in Three Climatologic Zones in China. Remote. Sens. 10 (1) (2018)
Guoqiu Wen, Yonghua Zhu, Zhiguo Cai, Wei Zheng
Self-tuning clustering for high-dimensional data. World Wide Web 21 (6) (2018)
Jianbin Su, Haishen Lü, Jianqun Wang, Ali M. Sadeghi, Yonghua Zhu
Evaluating the Applicability of Four Latest Satellite-Gauge Combined Precipitation Estimates for Extreme Precipitation and Streamflow Predictions over the Upper Yellow River Basins in China. Remote. Sens. 9 (11) (2017)
Xiaofeng Zhu, Yonghua Zhu, Shichao Zhang, Rongyao Hu, Wei He
Adaptive Hypergraph Learning for Unsupervised Feature Selection. IJCAI (2017)
Yonghua Zhu, Xuejun Zhang, Guoqiu Wen, Wei He, Debo Cheng
Double sparse-representation feature selection algorithm for classification. Multim. Tools Appl. 76 (16) (2017)
Xiaohui Cheng, Yonghua Zhu, Jingkuan Song, Guoqiu Wen, Wei He
A novel low-rank hypergraph feature selection for multi-view classification. Neurocomputing 253 (2017)
Yonghua Zhu, Zhengyou Liang, Xingyi Liu, Ke Sun
Self-representation graph feature selection method for classification. Multim. Syst. 23 (3) (2017)
Yonghua Zhu, Xuejun Zhang, Rongyao Hu, Guoqiu Wen
Robust Features Selection via Structure Learning and Multiple Subspace Learning. ICBK (2017)
Rongyao Hu, Debo Cheng, Wei He, Guoqiu Wen, Yonghua Zhu, Jilian Zhang, Shichao Zhang
Low-rank feature selection for multi-view regression. Multim. Tools Appl. 76 (16) (2017)
Xiaofeng Zhu, Wei He, Yonggang Li, Yang Yang, Shichao Zhang, Rongyao Hu, Yonghua Zhu
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace. AAAI (2017)
Fei Yuan, Limin Zhang, Khin Wah Wah Win, Liliang Ren, Chongxu Zhao, Yonghua Zhu, Shanhu Jiang, Yi Liu
Assessment of GPM and TRMM Multi-Satellite Precipitation Products in Streamflow Simulations in a Data-Sparse Mountainous Watershed in Myanmar. Remote. Sens. 9 (3) (2017)
Wei He, Xiaohui Cheng, Rongyao Hu, Yonghua Zhu, Guoqiu Wen
Feature self-representation based hypergraph unsupervised feature selection via low-rank representation. Neurocomputing 253 (2017)
Rongyao Hu, Jie Cao, Debo Cheng, Wei He, Yonghua Zhu, Qing Xie, Guoqiu Wen
Self-representation dimensionality reduction for multi-model classification. Neurocomputing 253 (2017)
Yonghua Zhu, Xiaoyi Xue, Kai Zhang, Shunyi Mao, Honghao Gao
Applying Probabilistic Model Checking to Express Delivery Location Selection and Optimization. ICEBE (2016)
Wei He, Xiaofeng Zhu, Yonggang Li, Rongyao Hu, Yonghua Zhu, Shichao Zhang
Unsupervised Hypergraph Feature Selection with Low-Rank and Self-Representation Constraints. ADMA (2016)
Yonghua Zhu, Zhi Zhong, Wenfei Cao, Debo Cheng
Graph feature selection for dementia diagnosis. Neurocomputing 195 (2016)
Haishen Lü, Wade T. Crow, Yonghua Zhu, Fen Ouyang, Jianbin Su
Improving Streamflow Prediction Using Remotely-Sensed Soil Moisture and Snow Depth. Remote. Sens. 8 (6) (2016)
Huiran Zhang, Yan Zhang, Yonghua Zhu, Yan Xu, Wenfeng Shen, Pin Wu, Min Cao, Zhenjie Feng, Qing Li, Jincang Zhang
Estimation of transition temperature for doped iron-based superconductors based on crystal cell structure. ICNC (2015)
Xiaofeng Zhu, Heung-Il Suk, Yonghua Zhu, Kim-Han Thung, Guorong Wu, Dinggang Shen
Multi-view Classification for Identification of Alzheimer's Disease. MLMI (2015)
Xiaofeng Zhu, Qing Xie, Yonghua Zhu, Xingyi Liu, Shichao Zhang
Multi-view multi-sparsity kernel reconstruction for multi-class image classification. Neurocomputing 169 (2015)
Haishen Lü, Wade T. Crow, Yonghua Zhu, Zhongbo Yu, Jinhui Sun
The Impact of Assumed Error Variances on Surface Soil Moisture and Snow Depth Hydrologic Data Assimilation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (11) (2015)
Debo Cheng, Shichao Zhang, Zhenyun Deng, Yonghua Zhu, Ming Zong
kNN Algorithm with Data-Driven k Value. ADMA (2014)
Wei Jiang, Yuchun Fang, Yonghua Zhu
A Simplified Active Shape Model for Speeding-Up Facial Features Detection. CCBR (2013)
Yonghua Zhu, Xiao Lu
An Optimization of FMM under CPU+GPU Heterogeneous Architecture. CEC (2012)
Qiang Chi, Yonghua Zhu, Huaiyang Zhu
A Research of SQL-Based Web Services Automatic Generating Strategy. APSCC (2010)
Yonghua Zhu, Sizuo Chen, Yulong Wang, Zhe Zhu
Multi-date Satellite Images for Reducing Classification Confusion between Deciduous Forest and Evergreen Forest. CSSE (6) (2008)
Yulong Wang, Zhilan Zhang, Yonghua Zhu, Sizuo Chen, Zhe Zhu
Global Terrestrial GPP, Respiration and NPP in 1999. CSSE (6) (2008)
Man Chon U, Wenfeng Shen, Weimin Xu, Yonghua Zhu
A Scalable Service Discovery and Resource Assignment Scheme for Network Computing Systems. International Conference on Internet Computing (2007)