Dantong Yu

Dantong Yu

New Jersey Institute of Technology

H-index: 28

North America-United States

About Dantong Yu

Dantong Yu, With an exceptional h-index of 28 and a recent h-index of 16 (since 2020), a distinguished researcher at New Jersey Institute of Technology, specializes in the field of Data Mining, Machine Learning, Business Data Science.

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

Attention based dynamic graph neural network for asset pricing

Neural network pruning as spectrum preserving process

Embedding imputation with self-supervised graph neural networks

The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance

End-to-end pipeline for trigger detection on hit and track graphs

A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation

Secret Recipe of IPO survival: ESG disclosure and performance

NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation

Dantong Yu Information

University

Position

___

Citations(all)

3634

Citations(since 2020)

1948

Cited By

2374

hIndex(all)

28

hIndex(since 2020)

16

i10Index(all)

61

i10Index(since 2020)

23

Email

University Profile Page

New Jersey Institute of Technology

Google Scholar

View Google Scholar Profile

Dantong Yu Skills & Research Interests

Data Mining

Machine Learning

Business Data Science

Top articles of Dantong Yu

Title

Journal

Author(s)

Publication Date

Attention based dynamic graph neural network for asset pricing

Global Finance Journal

Ajim Uddin

Xinyuan Tao

Dantong Yu

2023/11/1

Neural network pruning as spectrum preserving process

Shibo Yao

Dantong Yu

Ioanni Koutis

2023/7

Embedding imputation with self-supervised graph neural networks

IEEE Access

Uras Varolgunes

Shibo Yao

Yao Ma

Dantong Yu

2023

The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance

Siqi Jiang

Ajim Uddin

Zhi Wei

Dantong Yu

2023/11/27

End-to-end pipeline for trigger detection on hit and track graphs

Proceedings of the AAAI Conference on Artificial Intelligence

Tingting Xuan

Yimin Zhu

Giorgian Borca-Tasciuc

Ming Xiong Liu

Yu Sun

...

2023/6/26

A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation

Dan Zhou

Ajim Uddin

Zuofeng Shang

Cheickna Sylla

Xinyuan Tao

...

2023/11/27

Secret Recipe of IPO survival: ESG disclosure and performance

Financial markets, institutions & instruments

Mengchuan Fu

Dantong Yu

Dan Zhou

2023/2

NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation

Uras Varolgunes

Dan Zhou

Dantong Yu

Ajim Uddin

2023/11/27

FIN 410-001: Data Mining & Machine Learning

Dantong Yu

2023

Network Centrality, Leadership, and Institutional Investors Portfolio Performance

Leadership, and Institutional Investors Portfolio Performance (March 24, 2022)

Ajim Uddin

Xinyuan Tao

Dantong Yu

2022/3/24

Temporal Bipartite Graph Neural Networks for Bond Prediction

Dan Zhou

Ajim Uddin

Xinyuan Tao

Zuofeng Shang

Dantong Yu

2022/11/2

A lightweight messaging protocol for internet of things devices

Technologies

Justice Owusu Agyemang

Jerry John Kponyo

James Dzisi Gadze

Henry Nunoo-Mensah

Dantong Yu

2022/1/29

Core Matrix Regression and Prediction with Regularization

Dan Zhou

Ajim Uddin

Zuofeng Shang

Cheickna Sylla

Dantong Yu

2022/11/2

Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion

Ajim Uddin

Xinyuan Tao

Chia-Ching Chou

Dantong Yu

2022/11/2

Trigger Detection for the sPHENIX Experiment via Bipartite Graph Networks with Set Transformer

Tingting Xuan

Giorgian Borca-Tasciuc

Yimin Zhu

Yu Sun

Cameron Dean

...

2022/10

Are missing values important for earnings forecasts? A machine learning perspective

Quantitative finance

Ajim Uddin

Xinyuan Tao

Chia-Ching Chou

Dantong Yu

2022/6/3

MLCTR: A Fast Scalable Coupled Tensor Completion Based on Multi-Layer Non-Linear Matrix Factorization

arXiv preprint arXiv:2109.01773

Ajim Uddin

Dan Zhou

Xinyuan Tao

Chia-Ching Chou

Dantong Yu

2021/9/4

Reconstructing spatial information diffusion networks with heterogeneous agents and text contents

Transactions in GIS

Xinyue Ye

Wenbo Wang

Xiaoqi Zhang

Zhenlong Li

Dantong Yu

...

2021/8

Perturbing eigenvalues with residual learning in graph convolutional neural networks

Shibo Yao

Dantong Yu

Xiangmin Jiao

2021/9

Attention based dynamic graph learning framework for asset pricing

Ajim Uddin

Xinyuan Tao

Dantong Yu

2021/10/26

See List of Professors in Dantong Yu University(New Jersey Institute of Technology)