Ruihai Dong

Ruihai Dong

University College Dublin

H-index: 19

Europe-Ireland

About Ruihai Dong

Ruihai Dong, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at University College Dublin, specializes in the field of Machine Learning, Deep Learning, Recommender Systems, NLP, Case-based Reasoning.

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

High-precision digital light processing (DLP) printing of microstructures for microfluidics applications based on a machine learning approach

MMCRec: Towards Multi-modal Generative AI in Conversational Recommendation

Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation

Understanding the effect of different prior knowledge on cnn fault interpreter

The Influence of Media Bias on News Recommender Systems

Human activity recognition based on multi-modal fusion

Unveiling the Relationship Between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias Prevalence

Adaptive Adversarial Samples Based Active Learning for Medical Image Classification.

Ruihai Dong Information

University

Position

___

Citations(all)

1377

Citations(since 2020)

1127

Cited By

545

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

28

i10Index(since 2020)

21

Email

University Profile Page

University College Dublin

Google Scholar

View Google Scholar Profile

Ruihai Dong Skills & Research Interests

Machine Learning

Deep Learning

Recommender Systems

NLP

Case-based Reasoning

Top articles of Ruihai Dong

Title

Journal

Author(s)

Publication Date

High-precision digital light processing (DLP) printing of microstructures for microfluidics applications based on a machine learning approach

Virtual and Physical Prototyping

Xinhui Wang

Jinghang Liu

Ruihai Dong

Michael D Gilchrist

Nan Zhang

2024/12/31

MMCRec: Towards Multi-modal Generative AI in Conversational Recommendation

Tendai Mukande

Esraa Ali

Annalina Caputo

Ruihai Dong

Noel E O’Connor

2024/3/23

Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image Segmentation

arXiv preprint arXiv:2401.16298

Siteng Ma

Haochang Wu

Aonghus Lawlor

Ruihai Dong

2024/1/29

Understanding the effect of different prior knowledge on cnn fault interpreter

Yu An

Ruihai Dong

2023/2/13

The Influence of Media Bias on News Recommender Systems

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/6/18

Human activity recognition based on multi-modal fusion

CCF Transactions on Pervasive Computing and Interaction

Cheng Zhang

Tianqi Zu

Yibin Hou

Jian He

Shengqi Yang

...

2023/9

Unveiling the Relationship Between News Recommendation Algorithms and Media Bias: A Simulation-Based Analysis of the Evolution of Bias Prevalence

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/11/8

Adaptive Adversarial Samples Based Active Learning for Medical Image Classification.

Siteng Ma

Yu An

Jing Wang

Aonghus Lawlor

Ruihai Dong

2023

A High-Resolution Approach for Dynamic Traffic Police Gestures Recognition Based on Spatial Context and Temporal Features Fusion

Jian He

Shengsheng Jiang

Xin Wei

Cheng Zhang

Ruihai Dong

2023/7/27

Topic-Centric Explanations for News Recommendation

arXiv preprint arXiv:2306.07506

Dairui Liu

Derek Greene

Irene Li

Ruihai Dong

2023/6/13

A Sparse Sinkhorn Transformer for Multi-Behaviour Recommendation

Tendai Mukande

Esraa Ali

Annalina Caputo

Ruihai Dong

Noel E O’Connor

2023/11/4

Current state and future directions for deep learning based automatic seismic fault interpretation: a systematic review

Yu An

Haiwen Du

Siteng Ma

Yingjie Niu

Dairui Liu

...

2023/7/20

Prediction of Blood-Brain Barrier Permeability of Compounds by Machine Learning Algorithms

Journal of Advanced Research in Applied Sciences and Engineering Technology

Tan Wei Feng

Raihana Edros

Ngahzaifa Ab Ghani

Siti Umairah Mokhtar

RuiHai Dong

2023/11/4

Enhancing Topic Extraction in Recommender Systems with Entropy Regularization

arXiv preprint arXiv:2306.07403

Xuefei Jiang

Dairui Liu

Ruihai Dong

2023/6/12

RecPrompt: A Prompt Tuning Framework for News Recommendation Using Large Language Models

arXiv preprint arXiv:2312.10463

Dairui Liu

Boming Yang

Honghui Du

Derek Greene

Aonghus Lawlor

...

2023/12/16

A Flash Attention Transformer for Multi-Behaviour Recommendation

Tendai Mukande

Esraa Ali

Annalina Caputo

Ruihai Dong

Noel E O'Connor

2023/10/21

Learning to Generalize for Cross-domain QA

arXiv preprint arXiv:2305.08208

Yingjie Niu

Linyi Yang

Ruihai Dong

Yue Zhang

2023/5/14

A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation

Rian Dolphin

Barry Smyth

Ruihai Dong

2023/7/17

Reducing Media Bias in News Headlines

Qin Ruan

Brian Mac Namee

Ruihai Dong

2023/12/7

✨ Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations

Boming Yang

Dairui Liu

Toyotaro Suzumura

Ruihai Dong

Irene Li

2023/9/14

See List of Professors in Ruihai Dong University(University College Dublin)

Co-Authors

H-index: 84
Barry Smyth

Barry Smyth

University College Dublin

H-index: 66
John J Walsh

John J Walsh

University College Dublin

H-index: 46
Li Chen

Li Chen

Hong Kong Baptist University

H-index: 32
Neil Hurley

Neil Hurley

University College Dublin

H-index: 28
Kevin McCarthy

Kevin McCarthy

University College Dublin

H-index: 10
Yichao Lu

Yichao Lu

University of Toronto

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