Changqing Zhang

Changqing Zhang

Tianjin University

H-index: 47

Asia-China

About Changqing Zhang

Changqing Zhang, With an exceptional h-index of 47 and a recent h-index of 44 (since 2020), a distinguished researcher at Tianjin University, specializes in the field of Machine Learning, Multimodal Learning, Computer Vision.

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

Pick-and-Place Transform Learning for Fast Multi-View Clustering

Evidential Pseudo-Label Ensemble for semi-supervised classification

Fairness-guided few-shot prompting for large language models

Reweighted mixup for subpopulation shift

Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection

Calibrating multimodal learning

Semantic Equivariant Mixup

Changqing Zhang Information

University

Position

Associate Professor

Citations(all)

8678

Citations(since 2020)

8044

Cited By

2913

hIndex(all)

47

hIndex(since 2020)

44

i10Index(all)

79

i10Index(since 2020)

76

Email

University Profile Page

Tianjin University

Google Scholar

View Google Scholar Profile

Changqing Zhang Skills & Research Interests

Machine Learning

Multimodal Learning

Computer Vision

Top articles of Changqing Zhang

Title

Journal

Author(s)

Publication Date

Pick-and-Place Transform Learning for Fast Multi-View Clustering

IEEE Transactions on Image Processing

Qiangqiang Shen

Yongyong Chen

Changqing Zhang

Yonghong Tian

Yongsheng Liang

2024/1/29

Evidential Pseudo-Label Ensemble for semi-supervised classification

Pattern Recognition Letters

Kai Wang

Changqing Zhang

Yu Geng

Huan Ma

2024/1/1

Fairness-guided few-shot prompting for large language models

Advances in Neural Information Processing Systems

Huan Ma

Changqing Zhang

Yatao Bian

Lemao Liu

Zhirui Zhang

...

2024/2/13

Reweighted mixup for subpopulation shift

arXiv preprint arXiv:2304.04148

Zongbo Han

Zhipeng Liang

Fan Yang

Liu Liu

Lanqing Li

...

2023/4/9

Adapting Large Language Models for Content Moderation: Pitfalls in Data Engineering and Supervised Fine-tuning

arXiv preprint arXiv:2310.03400

Huan Ma

Changqing Zhang

Huazhu Fu

Peilin Zhao

Bingzhe Wu

2023/10/5

ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection

arXiv preprint arXiv:2311.15243

Yichen Bai

Zongbo Han

Changqing Zhang

Bing Cao

Xiaoheng Jiang

...

2023/11/26

Calibrating multimodal learning

Huan Ma

Qingyang Zhang

Changqing Zhang

Bingzhe Wu

Huazhu Fu

...

2023/7/3

Semantic Equivariant Mixup

arXiv preprint arXiv:2308.06451

Zongbo Han

Tianchi Xie

Bingzhe Wu

Qinghua Hu

Changqing Zhang

2023/8/12

Balanced Audiovisual Dataset for Imbalance Analysis

arXiv preprint arXiv:2302.10912

Wenke Xia

Xu Zhao

Xincheng Pang

Changqing Zhang

Di Hu

2023/2/14

Sgu-net: Shape-guided ultralight network for abdominal image segmentation

IEEE Journal of Biomedical and Health Informatics

Tao Lei

Rui Sun

Xiaogang Du

Huazhu Fu

Changqing Zhang

...

2023/1/19

Semantic Invariant Multi-View Clustering With Fully Incomplete Information

IEEE Transactions on Pattern Analysis and Machine Intelligence

Pengxin Zeng

Mouxing Yang

Yiding Lu

Changqing Zhang

Peng Hu

...

2023/11/15

Multiview clustering by consensus spectral rotation fusion

IEEE Transactions on Image Processing

Jie Chen

Hua Mao

Dezhong Peng

Changqing Zhang

Xi Peng

2023/9/7

Safe multi-view deep classification

(AAAI) The 37th AAAI Conference on Artificial Intelligence

Wei Liu

Yufei Chen

Xiaodong Yue

Changqing Zhang

Shaorong Xie

2023/6/26

Attention Paper: How Generative AI Reshapes Digital Shadow Industry?

Qichao Wang

Huan Ma

Wentao Wei

Hangyu Li

Changqing Zhang

...

2023/7/28

Exploring and exploiting uncertainty for incomplete multi-view classification

Conference on Computer Vision and Pattern Recognition (CVPR 2023)

Mengyao Xie

Zongbo Han

Changqing Zhang

Yichen Bai

Qinghua Hu

2023/4/11

Uncertainty-inspired open set learning for retinal anomaly identification

Nature Communications

Meng Wang

Tian Lin

Lianyu Wang

Aidi Lin

Ke Zou

...

2023/10/24

Provable dynamic fusion for low-quality multimodal data

Qingyang Zhang

Haitao Wu

Changqing Zhang

Qinghua Hu

Huazhu Fu

...

2023/7/3

Graph matching with bi-level noisy correspondence

Yijie Lin

Mouxing Yang

Jun Yu

Peng Hu

Changqing Zhang

...

2023

Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis

IEEE Transactions on Multimedia

Bing Cao

Haifang Cao

Jiaxu Liu

Pengfei Zhu

Changqing Zhang

...

2023/5/12

Stabilizing multispectral pedestrian detection with evidential hybrid fusion

IEEE Transactions on Circuits and Systems for Video Technology

Qing Li

Changqing Zhang

Qinghua Hu

Pengfei Zhu

Huazhu Fu

...

2023/8/21

See List of Professors in Changqing Zhang University(Tianjin University)