Yupei Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 61

Top Topics

Top Venues

Pattern Recognit.

Knowl. Based Syst.

Publications

Yupei Zhang, Yuxin Li, Yifei Wang, Shuangshuang Wei, Yunan Xu, Xuequn Shang
Federated learning-outcome prediction with multi-layer privacy protection. Frontiers Comput. Sci. 18 (6) (2024)
Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning. CoRR (2024)
Yue Yun, Huan Dai, Rui An, Yupei Zhang, Xuequn Shang
Doubly constrained offline reinforcement learning for learning path recommendation. Knowl. Based Syst. 284 (2024)
Huan Dai, Yupei Zhang, Yue Yun, Rui An, Wenxin Zhang, Xuequn Shang
Adaptive meta-knowledge dictionary learning for incremental knowledge tracing. Eng. Appl. Artif. Intell. 132 (2024)
Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li
Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. CoRR (2024)
Yupei Zhang, Rui An, Shuhui Liu, Jiaqi Cui, Xuequn Shang
Predicting and Understanding Student Learning Performance Using Multi-Source Sparse Attention Convolutional Neural Networks. IEEE Trans. Big Data 9 (1) (2023)
Mengfei Liu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang, Yupei Zhang
Course-Graph Discovery from Academic Performance Using Nonnegative LassoNet. ICCSE (3) (2023)
Yupei Zhang, Zhijin Zhao, Shilian Zheng, Fangfang Qiang
Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System. IEEE Trans. Cogn. Commun. Netw. 9 (6) (2023)
Yupei Zhang, Rui An, Wenxin Zhang, Shuhui Liu, Xuequn Shang
Deep Knowledge Tracing with Concept Trees. ADMA (2) (2023)
Xiran Qu, Xuequn Shang, Yupei Zhang
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks. CoRR (2023)
Jingheng Wang, Yiping Zhang, Liqian Sun, Ying Liu, Wenxin Zhang, Yupei Zhang
Learning path design on knowledge graph by using reinforcement learning. BIBM (2023)
Zhengdao Li, Yupei Zhang, Hanwen Xing, Kwok-Leung Chan
Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation. Sensors 23 (7) (2023)
Ye Lei, Yupei Zhang, Yi Lin, Xuequn Shang
Knowledge-Concept Diagnosis from fMRIs by Using a Space-Time Embedding Graph Convolutional Network. WISA (2023)
Yuxin Li, Xuequn Shang, Yupei Zhang
Learning-Disability Recognition by Using Sparse Spatio-Temporal Graph Neural Networks. BIBM (2023)
Liqian Sun, Jingheng Wang, Yiping Zhang, Di Zhu, Yupei Zhang, Shuhui Liu
Semantic concept recognition in learning brain by using deep convolutional networks. BIBM (2023)
Yupei Zhang, Yuxin Li, Yifei Wang, Shuangshuang Wei, Yunan Xu, Xuequn Shang
Federated learning-outcome prediction with multi-layer privacy protection. CoRR (2023)
Yupei Zhang, Zhijin Zhao, Yi Bu
Radar Active Jamming Recognition under Open World Setting. Remote. Sens. 15 (16) (2023)
Yiping Zhang, Liqian Sun, Jingheng Wang, Yan Shen, Yupei Zhang, Shuhui Liu
Concept-level recognition from neuroimages for understanding learning in the brain. BIBM (2023)
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation. MICCAI (6) (2023)
Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang
Doubly contrastive representation learning for federated image recognition. Pattern Recognit. 139 (2023)
Shuhui Liu, Yupei Zhang, Xuequn Shang
GLassonet: Identifying Discriminative Gene Sets Among Molecular Subtypes of Breast Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Yupei Zhang, Yunan Xu, Rui An, Yuxin Li, Shuhui Liu, Xuequn Shang
. BIBM (2022)
Yue Yun, Huan Dai, Yupei Zhang, Shuangshuang Wei, Xuequn Shang
Interpretable Educational Recommendation: An Open Framework based on Bayesian Principal Component Analysis. SMC (2022)
Hongyu Yang, Yupei Zhang, Liang Zhang, Xiang Cheng
Malware detection based on visualization of recombined API instruction sequence. Connect. Sci. 34 (1) (2022)
Shuhui Liu, Yupei Zhang, Xuequn Shang
Functional Analysis of Molecular Subtypes with Deep Similarity Learning Model Based on Multi-omics Data. ICIC (2) (2022)
Fei Wang, Qing Yang, Yupei Zhang, Jun Liu, Mengxiao Liu, Juan Zhu
3D variable flip angle T1 mapping for differentiating benign and malignant liver lesions at 3T: comparison with diffusion weighted imaging. BMC Medical Imaging 22 (1) (2022)
Yupei Zhang, Yaya Zhou, Shuhui Liu, Wenxin Zhang, Min Xiao, Xuequn Shang
WeStcoin: Weakly-Supervised Contextualized Text Classification with Imbalance and Noisy Labels. ICPR (2022)
Wenxin Zhang, Yupei Zhang, Shuhui Liu, Xuequn Shang
Online Deep Knowledge Tracing. ICDM (Workshops) (2022)
Yupei Zhang, Shuangshuang Wei, Shuhui Liu, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang
Graph-regularized federated learning with shareable side information. Knowl. Based Syst. 257 (2022)
Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory. CoRR (2022)
Yupei Zhang
Research on Phoneme Recognition using Attention-based Methods. ICCPR (2022)
Huan Dai, Yue Yun, Yupei Zhang, Wenxin Zhang, Xuequn Shang
Contrastive Deep Knowledge Tracing. AIED (2) (2022)
Yupei Zhang, Md Shahedul Islam Khan, Yaya Zhou, Min Xiao, Xuequn Shang
An Effective Chinese Text Classification Method with Contextualized Weak Supervision for Review Autograding. ICIC (3) (2022)
Yupei Zhang, Shuangshuang Wei, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang
A Personalized Federated Learning Framework Using Side Information for Heterogeneous Data Classification. Big Data (2022)
Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang
Personalized Federated Contrastive Learning. Big Data (2022)
Tanbir Haque, Hussain Elkotby, Patrick Cabrol, Yupei Zhang, Ravikumar Pragada, Douglas R. Castor
A 256-QAM Backscatter Transponder Architecture using Delta-Sigma Load Modulation for 6G Ultra-Low-Power IoT Devices. VTC Spring (2021)
Bo Yang, Yupei Zhang, Shanmin Pang, Xuequn Shang, Xueqing Zhao, Minghui Han
Integrating Multi-Omic Data With Deep Subspace Fusion Clustering for Cancer Subtype Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Yupei Zhang, Yang Lei, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Ultrasound multi-needle detection using deep attention U-Net with TV regularizations. Medical Imaging: Image-Guided Procedures (2021)
Yupei Zhang, Yang Lei, Mingquan Lin, Walter J. Curran, Tian Liu, Xiaofeng Yang
Region of interest discovery using discriminative concrete autoencoder for COVID-19 lung CT images. Medical Imaging: Computer-Aided Diagnosis (2021)
Huan Dai, Yupei Zhang, Yue Yun, Rui An, Xuequn Shang
VarSKD: A Variational Student Knowledge Diagnosis for Efficiently Representing Student Latent Knowledge Space. IEEE BigData (2021)
Yupei Zhang, Yaya Zhou, Min Xiao, Xuequn Shang
Comment Text Grading for Chinese Graduate Academic Dissertation Using Attention Convolutional Neural Networks. ICSAI (2021)
Xianjin Dai, Yang Lei, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapy. Medical Imaging: Image-Guided Procedures (2021)
Shuhui Liu, Yupei Zhang, Xuequn Shang, Zhaolei Zhang
ProTICS reveals prognostic impact of tumor infiltrating immune cells in different molecular subtypes. Briefings Bioinform. 22 (6) (2021)
Yue Yun, Huan Dai, Ruoqi Cao, Yupei Zhang, Xuequn Shang
Self-paced Graph Memory Network for Student GPA Prediction and Abnormal Student Detection. AIED (2) (2021)
Huan Dai, Yupei Zhang, Yue Yun, Xuequn Shang
An Improved Deep Model for Knowledge Tracing and Question-Difficulty Discovery. PRICAI (2) (2021)
Yupei Zhang, Kwok-Leung Chan
Saliency detection with moving camera via background model completion. CoRR (2021)
Yupei Zhang, Rui An, Jiaqi Cui, Xuequn Shang
Undergraduate Grade Prediction in Chinese Higher Education Using Convolutional Neural Networks. LAK (2021)
Yupei Zhang, Zhijin Zhao
Limited Data Spectrum Sensing Based on Semi-Supervised Deep Neural Network. IEEE Access 9 (2021)
Shuhui Liu, Yupei Zhang, Jiajie Peng, Xuequn Shang
DCAE: Selecting Discriminative Genes on Single-cell RNA-seq Data for Cell-type Quantification. BIBM (2021)
Yupei Zhang, Shuhui Liu
Integrated Sparse Coding With Graph Learning for Robust Data Representation. IEEE Access 8 (2020)
Yupei Zhang, Huan Dai, Yue Yun, Shuhui Liu, Andrew S. Lan, Xuequn Shang
Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis. Knowl. Based Syst. 205 (2020)
Yupei Zhang, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning. IEEE Trans. Medical Imaging 39 (7) (2020)
Yupei Zhang, Huan Dai, Yue Yun, Xuequn Shang
Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning. EDM (2019)
Yupei Zhang, Zhijin Zhao, Shilian Zheng
融合学习差分进化和粒子群优化算法的认知决策引擎 (Cognitive Decision Engine of Hybrid Learning Differential Evolution and Particle Swarm Optimization). 计算机科学 46 (6) (2019)
Yupei Zhang, Ming Xiang, Bo Yang
Hierarchical sparse coding from a Bayesian perspective. Neurocomputing 272 (2018)
Yupei Zhang, Shuhui Liu, Xuequn Shang, Ming Xiang
Low-Rank Graph Regularized Sparse Coding. PRICAI (1) (2018)
Yupei Zhang, Ming Xiang, Bo Yang
Low-rank preserving embedding. Pattern Recognit. 70 (2017)
Yupei Zhang, Ming Xiang, Bo Yang
Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search. Pattern Recognit. 70 (2017)
Yupei Zhang, Ming Xiang, Bo Yang
Linear dimensionality reduction based on Hybrid structure preserving projections. Neurocomputing 173 (2016)
Bo Yang, Ming Xiang, Yupei Zhang
Multi-manifold Discriminant Isomap for visualization and classification. Pattern Recognit. 55 (2016)
Yupei Zhang, Wenjun Xu, Xue Li
Multi-floor PPP model for performance analysis of indoor wireless networks. WPMC (2016)
Bo Yang, Ming Xiang, Yupei Zhang
Learning discriminant isomap for dimensionality reduction. IJCNN (2015)