Debo Cheng

Debo Cheng

University of South Australia

H-index: 14

Oceania-Australia

About Debo Cheng

Debo Cheng, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at University of South Australia, specializes in the field of Data Mining, Causal Inference, Causal Machine Learning, Instrumental Variables.

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

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

Enhancing the Performance of Aspect-Based Sentiment Analysis Systems

Learning fair representations via rebalancing graph structure

An Efficient Matching Method for Causal Inference Using Sufficient Dimension Reduction

Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder

Conditional Instrumental Variable Regression with Representation Learning for Causal Inference

MC-Net: Multi-Scale Feature Fusion and Cross-Level Information Interaction Network for Traffic Sign Detection

Ripple Knowledge Graph Convolutional Networks For Recommendation Systems

Debo Cheng Information

University

Position

___

Citations(all)

2056

Citations(since 2020)

1754

Cited By

876

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

19

i10Index(since 2020)

17

Email

University Profile Page

University of South Australia

Google Scholar

View Google Scholar Profile

Debo Cheng Skills & Research Interests

Data Mining

Causal Inference

Causal Machine Learning

Instrumental Variables

Top articles of Debo Cheng

Title

Journal

Author(s)

Publication Date

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

Debo Cheng

Ziqi Xu

Jiuyong Li

Lin Liu

Jixue Liu

...

2024

Enhancing the Performance of Aspect-Based Sentiment Analysis Systems

arXiv preprint arXiv:2404.03259

Chen Li

Jinli Zhang

Huidong Tang

Peng Ju

Debo Cheng

...

2024/4/4

Learning fair representations via rebalancing graph structure

Information Processing & Management

Guixian Zhang

Debo Cheng

Guan Yuan

Shichao Zhang

2024/1/1

An Efficient Matching Method for Causal Inference Using Sufficient Dimension Reduction

Debo Cheng

Yang Xie

Jiuyong Li

Lin Liu

Haoran Zhao

...

2024/3/22

Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder

Ziqi Xu

Debo Cheng

Jiuyong Li

Jixue Liu

Lin Liu

...

2024

Conditional Instrumental Variable Regression with Representation Learning for Causal Inference

Debo Cheng

Ziqi Xu

Jiuyong Li

Lin Liu

Jixue Liu

...

2024

MC-Net: Multi-Scale Feature Fusion and Cross-Level Information Interaction Network for Traffic Sign Detection

Zhongyi Yu

Debo Cheng

Wenzhen Zhang

Jing Chen

Shichao Zhang

2023/11/6

Ripple Knowledge Graph Convolutional Networks For Recommendation Systems

Machine Intelligence Research, arXiv preprint arXiv:2305.01147

Chen Li

Yang Cao

Ye Zhu

Debo Cheng

Chengyuan Li

...

2023/5/2

Multi-head Similarity Feature Representation and Filtration for Image-Text Matching

Mengqi Jiang

Shichao Zhang

Debo Cheng

Leyuan Zhang

Guixian Zhang

2023/8/27

FASTAGEDS: fast approximate graph entity dependency discovery

Guangtong Zhou

Selasi Kwashie

Yidi Zhang

Michael Bewong

Vincent M Nofong

...

2023/10/21

Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion

arXiv preprint arXiv:2304.11969

Ziqi Xu

Debo Cheng

Jiuyong Li

Jixue Liu

Lin Liu

...

2023/4/24

An Enhanced Distributed Algorithm for Area Skyline Computation Based on Apache Spark

Chen Li

Yang Cao

Ye Zhu

Jinli Zhang

Annisa Annisa

...

2023/8/9

A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation

Tingting Xu

Yinghao Zhang

Jiuyong Li

Lin Liu

Ziqi Xu

...

2023/10/21

Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference

Debo Cheng

Yang Xie

Ziqi Xu

Jiuyong Li

Lin Liu

...

2023/12/1

Discovering ancestral instrumental variables for causal inference from observational data

IEEE Transactions on Neural Networks and Learning Systems

Debo Cheng

Jiuyong Li

Lin Liu

Kui Yu

Thuc Duy Le

...

2023/4/5

A Reinforcement Learning-Based Approach for Continuous Knowledge Graph Construction

Jiao Luo

Yitao Zhang

Ying Wang

Wolfgang Mayer

Ningpei Ding

...

2023/8/9

SEM-FCNET: Semantic Feature Enhancement and Fully Convolutional Network Model for Remote Sensing Object Detection

Jing Chen

Debo Cheng

Jiacheng Jiang

Zhongyi Yu

Shichao Zhang

2023/10/8

Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction

Wenting Ye

Chen Li

Yang Xie

Wen Zhang

Hong-Yu Zhang

...

2023/12/5

Disentangled Representation for Causal Mediation Analysis

Ziqi Xu

Debo Cheng

Jiuyong Li

Jixue Liu

Lin Liu

...

2023/2/19

Causal inference with conditional instruments using deep generative models

Proceedings of the AAAI Conference on Artificial Intelligence

Debo Cheng

Ziqi Xu

Jiuyong Li

Lin Liu

Jixue Liu

...

2023/6/26

See List of Professors in Debo Cheng University(University of South Australia)

Co-Authors

H-index: 69
Ke Wang

Ke Wang

Simon Fraser University

H-index: 52
Jiuyong Li (李久永)

Jiuyong Li (李久永)

University of South Australia

H-index: 37
Lin Liu

Lin Liu

University of South Australia

H-index: 29
Thuc  Duy Le

Thuc Duy Le

University of South Australia

H-index: 28
jixue liu

jixue liu

University of South Australia

H-index: 23
Jiji Zhang

Jiji Zhang

Hong Kong Baptist University

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