Charles X. Ling

Charles X. Ling

Western University

H-index: 46

Asia-Thailand

About Charles X. Ling

Charles X. Ling, With an exceptional h-index of 46 and a recent h-index of 27 (since 2020), a distinguished researcher at Western University, specializes in the field of data mining, machine learning, Artificial Intelligence, cognitive science.

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

Deep learning system for true-and pseudo-invasion in colorectal polyps

Generalizing across Temporal Domains with Koopman Operators

A fast local citation recommendation algorithm scalable to multi-topics

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning

Label shift conditioned hybrid querying for deep active learning

When source-free domain adaptation meets learning with noisy labels

Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization

Charles X. Ling Information

University

Position

Professor of Computer Science

Citations(all)

12721

Citations(since 2020)

5247

Cited By

9479

hIndex(all)

46

hIndex(since 2020)

27

i10Index(all)

118

i10Index(since 2020)

56

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

Charles X. Ling Skills & Research Interests

data mining

machine learning

Artificial Intelligence

cognitive science

Top articles of Charles X. Ling

Title

Journal

Author(s)

Publication Date

Deep learning system for true-and pseudo-invasion in colorectal polyps

Scientific Reports

Joe Yang

Lina Chen

Eric Liu

Boyu Wang

David K Driman

...

2024/1/3

Generalizing across Temporal Domains with Koopman Operators

Proceedings of the AAAI Conference on Artificial Intelligence

Qiuhao Zeng

Wei Wang

Fan Zhou

Gezheng Xu

Ruizhi Pu

...

2024/3/24

A fast local citation recommendation algorithm scalable to multi-topics

Expert Systems with Applications

Maxwell J Yin

Boyu Wang

Charles Ling

2024/3/15

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces

IEEE Transactions on Instrumentation and Measurement

Sepehr Asgarian

Ze Wang

Feng Wan

Chi Man Wong

Feng Liu

...

2024/2/15

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning

Advances in Neural Information Processing Systems

Ganyu Wang

Bin Gu

Qingsong Zhang

Xiang Li

Boyu Wang

...

2024/2/13

Label shift conditioned hybrid querying for deep active learning

Knowledge-Based Systems

Jiaqi Li

Haojia Kong

Gezheng Xu

Changjian Shui

Ruizhi Pu

...

2023/8/15

When source-free domain adaptation meets learning with noisy labels

arXiv preprint arXiv:2301.13381

Li Yi

Gezheng Xu

Pengcheng Xu

Jiaqi Li

Ruizhi Pu

...

2023/1/31

Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization

arXiv preprint arXiv:2306.16077

Ganyu Wang

Qingsong Zhang

Li Xiang

Boyu Wang

Bin Gu

...

2023/6/28

Toward Open-ended Embodied Tasks Solving

arXiv preprint arXiv:2312.05822

William Wei Wang

Dongqi Han

Xufang Luo

Yifei Shen

Charles Ling

...

2023/12/10

Dynamically instance-guided adaptation: A backward-free approach for test-time domain adaptive semantic segmentation

Wei Wang

Zhun Zhong

Weijie Wang

Xi Chen

Charles Ling

...

2023

Class overwhelms: mutual conditional blended-target domain adaptation

Proceedings of the AAAI Conference on Artificial Intelligence

Pengcheng Xu

Boyu Wang

Charles Ling

2023/6/26

Hessian Aware Low-Rank Weight Perturbation for Continual Learning

arXiv preprint arXiv:2311.15161

Jiaqi Li

Rui Wang

Yuanhao Lai

Changjian Shui

Sabyasachi Sahoo

...

2023/11/26

Foresee what you will learn: data augmentation for domain generalization in non-stationary environment

Proceedings of the AAAI Conference on Artificial Intelligence

Qiuhao Zeng

Wei Wang

Fan Zhou

Charles Ling

Boyu Wang

2023/6/26

Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time

QIUHAO Zeng

Changjian Shui

Long-Kai Huang

Peng Liu

Xi Chen

...

2023/10/13

Episodic task agnostic contrastive training for multi-task learning

Neural Networks

Fan Zhou

Yuyi Chen

Jun Wen

Qiuhao Zeng

Changjian Shui

...

2023/5/1

Learning No-Regret Sparse Generalized Linear Models with Varying Observation (s)

Diyang Li

Charles Ling

Huan Xiong

Bin Gu

2023/10/13

Towards more general loss and setting in unsupervised domain adaptation

IEEE Transactions on Knowledge and Data Engineering

Changjian Shui

Ruizhi Pu

Gezheng Xu

Jun Wen

Fan Zhou

...

2023/4/13

Issues in Comparing Symbolic and Connectionist Models

Charles X Ling

2022/5/16

Kernel Error Path Algorithm

IEEE Transactions on Neural Networks and Learning Systems

Ziran Xiong

Charles X Ling

Bin Gu

2022/3/11

Source-free domain adaptation for question answering with masked self-training

arXiv preprint arXiv:2212.09563

M Yin

Boyu Wang

Yue Dong

Charles Ling

2022/12/19

See List of Professors in Charles X. Ling University(Western University)