Kaizhu Huang

About Kaizhu Huang

Kaizhu Huang, With an exceptional h-index of 39 and a recent h-index of 30 (since 2020), a distinguished researcher at Xi'an Jiaotong-Liverpool University, specializes in the field of Trustworthy AI, Machine Learning, Pattern Recognition.

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

Interpreting black-box models: a review on explainable artificial intelligence

Machine Un-learning: An Overview of Techniques, Applications, and Future Directions

Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets

Continuous Image Outpainting with Neural ODE

Rethinking Multi-domain Generalization with A General Learning Objective

Mathattack: Attacking large language models towards math solving ability

SaliencyCut: Augmenting plausible anomalies for anomaly detection

EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction With Exogenous Variables

Kaizhu Huang Information

University

Position

Professor of Intelligent Science

Citations(all)

6668

Citations(since 2020)

4106

Cited By

4175

hIndex(all)

39

hIndex(since 2020)

30

i10Index(all)

117

i10Index(since 2020)

87

Email

University Profile Page

Xi'an Jiaotong-Liverpool University

Google Scholar

View Google Scholar Profile

Kaizhu Huang Skills & Research Interests

Trustworthy AI

Machine Learning

Pattern Recognition

Top articles of Kaizhu Huang

Title

Journal

Author(s)

Publication Date

Interpreting black-box models: a review on explainable artificial intelligence

Vikas Hassija

Vinay Chamola

Atmesh Mahapatra

Abhinandan Singal

Divyansh Goel

...

2024/1

Machine Un-learning: An Overview of Techniques, Applications, and Future Directions

Siva Sai

Uday Mittal

Vinay Chamola

Kaizhu Huang

Indro Spinelli

...

2024/3

Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets

arXiv preprint arXiv:2403.19177

Tianyi Liu

Zhaorui Tan

Kaizhu Huang

Haochuan Jiang

2024/3/28

Continuous Image Outpainting with Neural ODE

ACM Transactions on Multimedia Computing, Communications and Applications

Penglei Gao

Xi Yang

Rui Zhang

Kaizhu Huang

2024

Rethinking Multi-domain Generalization with A General Learning Objective

arXiv preprint arXiv:2402.18853

Zhaorui Tan

Xi Yang

Kaizhu Huang

2024/2/29

Mathattack: Attacking large language models towards math solving ability

Proceedings of the AAAI Conference on Artificial Intelligence

Zihao Zhou

Qiufeng Wang

Mingyu Jin

Jie Yao

Jianan Ye

...

2024/3/24

SaliencyCut: Augmenting plausible anomalies for anomaly detection

Pattern Recognition

Jianan Ye

Yijie Hu

Xi Yang

Qiu-Feng Wang

Chao Huang

...

2024/4/19

EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction With Exogenous Variables

IEEE Transactions on Cybernetics

Penglei Gao

Xi Yang

Rui Zhang

Ping Guo

John Y Goulermas

...

2024/2/28

DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness

arXiv preprint arXiv:2404.09206

Yuqi Wang

Zeqiang Wang

Wei Wang

Qi Chen

Kaizhu Huang

...

2024/4/14

Unraveling Batch Normalization for Realistic Test-Time Adaptation

arXiv preprint arXiv:2312.09486

Zixian Su

Jingwei Guo

Kai Yao

Xi Yang

Qiufeng Wang

...

2023/12/15

Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering

arXiv preprint arXiv:2401.09071

Jingwei Guo

Kaizhu Huang

Xinping Yi

Zixian Su

Rui Zhang

2024/1/17

Semantic-Aware Data Augmentation for Text-to-Image Synthesis

arXiv preprint arXiv:2312.07951

Zhaorui Tan

Xi Yang

Kaizhu Huang

2023/12/13

Automatic offline-capable smartphone paper-based microfluidic device for efficient Alzheimer's disease detection

Analytica Chimica Acta

Sixuan Duan

Tianyu Cai

Fuyuan Liu

Yifan Li

Hang Yuan

...

2024/4/6

Scene text recognition via dual-path network with shape-driven attention alignment

ACM Transactions on Multimedia Computing, Communications and Applications

Yijie Hu

Bin Dong

Kaizhu Huang

Lei Ding

Wei Wang

...

2024/1/11

一种细胞图像的分割方法, 装置, 电子设备及存储介质

Kaizhu Huang

Kai Yao

Jie Sun

2024/3/8

Perturbation diversity certificates robust generalization

Neural Networks

Zhuang Qian

Shufei Zhang

Kaizhu Huang

Qiufeng Wang

Xinping Yi

...

2024/4/1

Retrieval-based language model adaptation for handwritten Chinese text recognition

International Journal on Document Analysis and Recognition (IJDAR)

Shuying Hu

Qiufeng Wang

Kaizhu Huang

Min Wen

Frans Coenen

2023/6

GSL-VO: A Geometric-Semantic Information Enhanced Lightweight Visual Odometry in Dynamic Environments

IEEE Transactions on Instrumentation and Measurement

Wenhui Wei

Kaizhu Huang

Xin Liu

Yangfan Zhou

2023/8/1

Rethinking data augmentation for single-source domain generalization in medical image segmentation

Proceedings of the AAAI Conference on Artificial Intelligence

Zixian Su

Kai Yao

Xi Yang

Qiufeng Wang

Jie Sun

...

2023

EPtask: Deep reinforcement learning based energy-efficient and priority-aware task scheduling for dynamic vehicular edge computing

IEEE Transactions on Intelligent Vehicles

Peisong Li

Ziren Xiao

Xinheng Wang

Kaizhu Huang

Yi Huang

...

2023/10/3

See List of Professors in Kaizhu Huang University(Xi'an Jiaotong-Liverpool University)

Co-Authors

H-index: 77
Prof Amir Hussain

Prof Amir Hussain

Edinburgh Napier University

H-index: 51
Zenglin Xu

Zenglin Xu

Harbin Institute of Technology

H-index: 38
Jianke Zhu

Jianke Zhu

Zhejiang University

H-index: 24
Xu-Cheng Yin

Xu-Cheng Yin

University of Science and Technology Beijing

H-index: 22
Guoqiang Zhong

Guoqiang Zhong

Ocean University of China

H-index: 9
Xi Yang

Xi Yang

Xi'an Jiaotong-Liverpool University

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