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2020 – today
- 2024
[j27]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: 107969 (2024)- [j26]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): 186604 (2024) - [j25]Huan Dai, Yue Yun, Yupei Zhang, Rui An, Wenxin Zhang, Xuequn Shang:
Self-paced contrastive learning for knowledge tracing. Neurocomputing 609: 128366 (2024) - [j24]Wenxin Zhang, Yaya Zhou, Shuhui Liu, Yupei Zhang, Xuequn Shang:
Weakly supervised text classification framework for noisy-labeled imbalanced samples. Neurocomputing 610: 128617 (2024) - [j23]Yue Yun, Huan Dai, Rui An, Yupei Zhang, Xuequn Shang:
Doubly constrained offline reinforcement learning for learning path recommendation. Knowl. Based Syst. 284: 111242 (2024) - [c33]Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li:
Knowledge-Driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. MICCAI (4) 2024: 263-273 - [i7]Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen:
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning. CoRR abs/2404.06057 (2024) - [i6]Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li:
Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. CoRR abs/2406.13979 (2024) - [i5]Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen:
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading. CoRR abs/2408.08527 (2024) - 2023
- [j22]Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang:
Doubly contrastive representation learning for federated image recognition. Pattern Recognit. 139: 109507 (2023) - [j21]Yupei Zhang, Zhijin Zhao, Yi Bu:
Radar Active Jamming Recognition under Open World Setting. Remote. Sens. 15(16): 4107 (2023) - [j20]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): 3577 (2023) - [j19]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): 118-132 (2023) - [j18]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): 1905-1916 (2023) - [j17]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): 1579-1595 (2023) - [c32]Ye Lei, Yupei Zhang, Yi Lin, Xuequn Shang:
Knowledge-Concept Diagnosis from fMRIs by Using a Space-Time Embedding Graph Convolutional Network. WISA 2023: 100-111 - [c31]Yupei Zhang, Rui An, Wenxin Zhang, Shuhui Liu, Xuequn Shang:
Deep Knowledge Tracing with Concept Trees. ADMA (2) 2023: 377-390 - [c30]Jingheng Wang, Yiping Zhang, Liqian Sun, Ying Liu, Wenxin Zhang, Yupei Zhang:
Learning path design on knowledge graph by using reinforcement learning. BIBM 2023: 3480-3485 - [c29]Yuxin Li, Xuequn Shang, Yupei Zhang:
Learning-Disability Recognition by Using Sparse Spatio-Temporal Graph Neural Networks. BIBM 2023: 3521-3528 - [c28]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: 3901-3906 - [c27]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: 3984-3990 - [c26]Mengfei Liu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang, Yupei Zhang:
Course-Graph Discovery from Academic Performance Using Nonnegative LassoNet. ICCSE (3) 2023: 364-370 - [c25]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: 14-23 - [i4]Xiran Qu, Xuequn Shang, Yupei Zhang:
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks. CoRR abs/2312.09802 (2023) - [i3]Yupei Zhang, Yuxin Li, Yifei Wang, Shuangshuang Wei, Yunan Xu, Xuequn Shang:
Federated learning-outcome prediction with multi-layer privacy protection. CoRR abs/2312.15608 (2023) - 2022
- [j16]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): 146 (2022) - [j15]Hongyu Yang, Yupei Zhang, Liang Zhang, Xiang Cheng:
Malware detection based on visualization of recombined API instruction sequence. Connect. Sci. 34(1): 2630-2651 (2022) - [j14]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: 109960 (2022) - [c24]Huan Dai, Yue Yun, Yupei Zhang, Wenxin Zhang, Xuequn Shang:
Contrastive Deep Knowledge Tracing. AIED (2) 2022: 289-292 - [c23]Yupei Zhang, Yunan Xu, Rui An, Yuxin Li, Shuhui Liu, Xuequn Shang:
Markov Guided Spatio-Temporal Networks for Brain Image Classification*. BIBM 2022: 2035-2041 - [c22]Yupei Zhang, Shuangshuang Wei, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang:
A Personalized Federated Learning Framework Using Side Information for Heterogeneous Data Classification. IEEE Big Data 2022: 3455-3461 - [c21]Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang:
Personalized Federated Contrastive Learning. IEEE Big Data 2022: 4218-4225 - [c20]Yupei Zhang:
Research on Phoneme Recognition using Attention-based Methods. ICCPR 2022: 405-411 - [c19]Wenxin Zhang, Yupei Zhang, Shuhui Liu, Xuequn Shang:
Online Deep Knowledge Tracing. ICDM (Workshops) 2022: 292-297 - [c18]Shuhui Liu, Yupei Zhang, Xuequn Shang:
Functional Analysis of Molecular Subtypes with Deep Similarity Learning Model Based on Multi-omics Data. ICIC (2) 2022: 126-137 - [c17]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: 170-182 - [c16]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: 2451-2457 - [c15]Yue Yun, Huan Dai, Yupei Zhang, Shuangshuang Wei, Xuequn Shang:
Interpretable Educational Recommendation: An Open Framework based on Bayesian Principal Component Analysis. SMC 2022: 3409-3414 - [i2]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 abs/2209.06952 (2022) - 2021
- [j13]Yupei Zhang, Zhijin Zhao:
Limited Data Spectrum Sensing Based on Semi-Supervised Deep Neural Network. IEEE Access 9: 166423-166435 (2021) - [j12]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) - [j11]Yu-Pei Zhang, Kwok-Leung Chan:
Saliency Detection with Moving Camera via Background Model Completion. Sensors 21(24): 8374 (2021) - [j10]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): 216-226 (2021) - [c14]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: 417-421 - [c13]Shuhui Liu, Yupei Zhang, Jiajie Peng, Xuequn Shang:
DCAE: Selecting Discriminative Genes on Single-cell RNA-seq Data for Cell-type Quantification. BIBM 2021: 1865-1872 - [c12]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: 1589-1594 - [c11]Yupei Zhang, Yaya Zhou, Min Xiao, Xuequn Shang:
Comment Text Grading for Chinese Graduate Academic Dissertation Using Attention Convolutional Neural Networks. ICSAI 2021: 1-6 - [c10]Yupei Zhang, Rui An, Jiaqi Cui, Xuequn Shang:
Undergraduate Grade Prediction in Chinese Higher Education Using Convolutional Neural Networks. LAK 2021: 462-468 - [c9]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 - [c8]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 - [c7]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 - [c6]Huan Dai, Yupei Zhang, Yue Yun, Xuequn Shang:
An Improved Deep Model for Knowledge Tracing and Question-Difficulty Discovery. PRICAI (2) 2021: 362-375 - [c5]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: 1-7 - [i1]Yupei Zhang, Kwok-Leung Chan:
Saliency detection with moving camera via background model completion. CoRR abs/2111.01681 (2021) - 2020
- [j9]Yupei Zhang, Shuhui Liu:
Integrated Sparse Coding With Graph Learning for Robust Data Representation. IEEE Access 8: 161245-161260 (2020) - [j8]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: 106290 (2020) - [j7]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): 2302-2315 (2020)
2010 – 2019
- 2019
- [j6]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): 95-101 (2019) - [c4]Yupei Zhang, Huan Dai, Yue Yun, Xuequn Shang:
Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning. EDM 2019 - 2018
- [j5]Yupei Zhang, Ming Xiang, Bo Yang:
Hierarchical sparse coding from a Bayesian perspective. Neurocomputing 272: 279-293 (2018) - [c3]Yupei Zhang, Shuhui Liu, Xuequn Shang, Ming Xiang:
Low-Rank Graph Regularized Sparse Coding. PRICAI (1) 2018: 177-190 - 2017
- [j4]Yupei Zhang, Ming Xiang, Bo Yang:
Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search. Pattern Recognit. 70: 75-88 (2017) - [j3]Yupei Zhang, Ming Xiang, Bo Yang:
Low-rank preserving embedding. Pattern Recognit. 70: 112-125 (2017) - 2016
- [j2]Yupei Zhang, Ming Xiang, Bo Yang:
Linear dimensionality reduction based on Hybrid structure preserving projections. Neurocomputing 173: 518-529 (2016) - [j1]Bo Yang, Ming Xiang, Yupei Zhang:
Multi-manifold Discriminant Isomap for visualization and classification. Pattern Recognit. 55: 215-230 (2016) - [c2]Yupei Zhang, Wenjun Xu, Xue Li:
Multi-floor PPP model for performance analysis of indoor wireless networks. WPMC 2016: 371-376 - 2015
- [c1]Bo Yang, Ming Xiang, Yupei Zhang:
Learning discriminant isomap for dimensionality reduction. IJCNN 2015: 1-8
Coauthor Index
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