Yupei Zhang

Yupei Zhang

University of Pennsylvania

H-index: 15

North America-United States

About Yupei Zhang

Yupei Zhang, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Machine Learning, Educational Data Mining, Medical Image Analysis, Bioinformatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Federated learning-outcome prediction with multi-layer privacy protection

Adaptive meta-knowledge dictionary learning for incremental knowledge tracing

An improved hierarchical variational autoencoder for cell–cell communication estimation using single-cell RNA-seq data

Doubly constrained offline reinforcement learning for learning path recommendation

Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks

Federated Discriminative Representation Learning for Image Classification

Learning path design on knowledge graph by using reinforcement learning

Learning-Disability Recognition by Using Sparse Spatio-Temporal Graph Neural Networks

Yupei Zhang Information

University

Position

; Emory University; Northwestern Polytechnical University

Citations(all)

683

Citations(since 2020)

624

Cited By

217

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

18

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Yupei Zhang Skills & Research Interests

Machine Learning

Educational Data Mining

Medical Image Analysis

Bioinformatics

Top articles of Yupei Zhang

Federated learning-outcome prediction with multi-layer privacy protection

Frontiers of Computer Science

2024/12

Adaptive meta-knowledge dictionary learning for incremental knowledge tracing

Engineering Applications of Artificial Intelligence

2024/6/1

An improved hierarchical variational autoencoder for cell–cell communication estimation using single-cell RNA-seq data

Briefings in Functional Genomics

2024/3

Doubly constrained offline reinforcement learning for learning path recommendation

Knowledge-Based Systems

2024/1/25

Rui An
Rui An

H-Index: 7

Yupei Zhang
Yupei Zhang

H-Index: 9

Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks

arXiv preprint arXiv:2312.09802

2023/12/15

Yupei Zhang
Yupei Zhang

H-Index: 9

Federated Discriminative Representation Learning for Image Classification

IEEE Transactions on Neural Networks and Learning Systems

2023/12/6

Learning path design on knowledge graph by using reinforcement learning

2023/12/5

Learning-Disability Recognition by Using Sparse Spatio-Temporal Graph Neural Networks

2023/12/5

Yuxin Li
Yuxin Li

H-Index: 6

Yupei Zhang
Yupei Zhang

H-Index: 9

Concept-level recognition from neuroimages for understanding learning in the brain

2023/12/5

Semantic concept recognition in learning brain by using deep convolutional networks

2023/12/5

Self-paced graph memory for learner GPA prediction and it’s application in learner multiple evaluation

Scientific Reports

2023/12/4

Yupei Zhang
Yupei Zhang

H-Index: 9

Course-Graph Discovery from Academic Performance Using Nonnegative LassoNet

2023/12/1

Shuhui Liu
Shuhui Liu

H-Index: 5

Yupei Zhang
Yupei Zhang

H-Index: 9

Knowledge-concept diagnosis from fmris by using a space-time embedding graph convolutional network

2023/9/9

Yupei Zhang
Yupei Zhang

H-Index: 9

Yi Lin
Yi Lin

H-Index: 1

Deep Knowledge Tracing with Concept Trees

2023/8/27

Doubly contrastive representation learning for federated image recognition

Pattern Recognition

2023/7/1

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

Measurement Science and Technology

2023/2/2

Predicting and understanding student learning performance using multi-source sparse attention convolutional neural networks

IEEE Transactions on Big Data

2021/11/4

Personalized Federated Contrastive Learning

2022/12/17

A personalized federated learning framework using side information for heterogeneous data classification

2022/12/17

Markov Guided Spatio-Temporal Networks for Brain Image Classification*

2022/12/6

See List of Professors in Yupei Zhang University(University of Pennsylvania)

Co-Authors

academic-engine