Changshui Zhang

Changshui Zhang

Tsinghua University

H-index: 83

Asia-China

About Changshui Zhang

Changshui Zhang, With an exceptional h-index of 83 and a recent h-index of 50 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Machine Learning, Pattern Recognition, Signal Processing, Computer Vision, Artificial Intelligence.

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

Where you edit is what you get: Text-guided image editing with region-based attention

A survey on machine learning from few samples

: Channel Pruning via Class-Aware Trace Ratio Optimization

Source-Free Domain Adaptation via Target Prediction Distribution Searching

ViTAS: Vision transformer architecture search

Single-Cell Transcriptomics Reveals Peripheral Immune Responses in Anti-Synthetase Syndrome-Associated Interstitial Lung Disease

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning

Learning event extraction from a few guideline examples

Changshui Zhang Information

University

Position

Dept. Automation China

Citations(all)

29058

Citations(since 2020)

12919

Cited By

20235

hIndex(all)

83

hIndex(since 2020)

50

i10Index(all)

286

i10Index(since 2020)

162

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Changshui Zhang Skills & Research Interests

Machine Learning

Pattern Recognition

Signal Processing

Computer Vision

Artificial Intelligence

Top articles of Changshui Zhang

Title

Journal

Author(s)

Publication Date

Where you edit is what you get: Text-guided image editing with region-based attention

Pattern Recognition

Changming Xiao

Qi Yang

Xiaoqiang Xu

Jianwei Zhang

Feng Zhou

...

2023/7/1

A survey on machine learning from few samples

Pattern Recognition

Jiang Lu

Pinghua Gong

Jieping Ye

Jianwei Zhang

Changshui Zhang

2023/7/1

: Channel Pruning via Class-Aware Trace Ratio Optimization

IEEE Transactions on Neural Networks and Learning Systems

Wenzheng Hu

Zhengping Che

Ning Liu

Mingyang Li

Jian Tang

...

2023/4/6

Source-Free Domain Adaptation via Target Prediction Distribution Searching

International Journal of Computer Vision

Song Tang

An Chang

Fabian Zhang

Xiatian Zhu

Mao Ye

...

2023/10/4

ViTAS: Vision transformer architecture search

Xiu Su

Shan You

Jiyang Xie

Mingkai Zheng

Fei Wang

...

2022/10/23

Single-Cell Transcriptomics Reveals Peripheral Immune Responses in Anti-Synthetase Syndrome-Associated Interstitial Lung Disease

Frontiers in Immunology

Lili Zhu

Zhong Cao

Shiyao Wang

Changshui Zhang

Lei Fang

...

2022/2/17

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning

IEEE Transactions on Intelligent Transportation Systems

Yiwen Sun

Wenzheng Hu

Donghua Zhou

Baichuan Mo

Kun Fu

...

2022/9/2

Learning event extraction from a few guideline examples

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Ruixin Hong

Hongming Zhang

Xintong Yu

Changshui Zhang

2022/8/26

Collaboration equilibrium in federated learning

KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Sen Cui

Jian Liang

Weishen Pan

Kun Chen

Changshui Zhang

...

2022/8

Searching for network width with bilaterally coupled network

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xiu Su

Shan You

Jiyang Xie

Fei Wang

Chen Qian

...

2022/12/5

Machine-learning exploration of polymer compatibility

Cell Reports Physical Science

Zhilong Liang

Zhiwei Li

Shuo Zhou

Yiwen Sun

Jinying Yuan

...

2022/6/15

Leaf vein segmentation with self-supervision

Computers and Electronics in Agriculture

Lei Li

Wenzheng Hu

Jiang Lu

Changshui Zhang

2022/12/1

VD-PCR: Improving visual dialog with pronoun coreference resolution

Pattern Recognition

Xintong Yu

Hongming Zhang

Ruixin Hong

Yangqiu Song

Changshui Zhang

2022/5/1

Sill-net: Feature augmentation with separated illumination representation

arXiv preprint arXiv:2102.03539

Haipeng Zhang

Zhong Cao

Ziang Yan

Changshui Zhang

2021/2/6

Recent advances in large margin learning

Yiwen Guo

Changshui Zhang

2021/6/23

Workshop on Model Mining

Shan You

Chang Xu

Fei Wang

Changshui Zhang

2021/8/14

Deep Likelihood Network for Image Restoration With Multiple Degradation Levels

IEEE Transactions on Image Processing

Yiwen Guo

Ming Lu

Wangmeng Zuo

Changshui Zhang

Yurong Chen

2021/1/21

DiFNet: Densely High-Frequency Convolutional Neural Networks

IEEE Signal Processing Letters

Wenzheng Hu

Mingyang Li

Zheng Wang

Jianqiang Wang

Changshui Zhang

2021/6/21

Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility

Sen Cui

Weishen Pan

Changshui Zhang

Fei Wang

2021/8/14

Addressing algorithmic disparity and performance inconsistency in federated learning

Advances in Neural Information Processing Systems

Sen Cui

Weishen Pan

Jian Liang

Changshui Zhang

Fei Wang

2021/12/6

See List of Professors in Changshui Zhang University(Tsinghua University)