Jiazhi Xia

Full Professor, School of Computer Science and Engineering, Central South University

Joined

May 2023

Names

Jiazhi Xia (Preferred)

Emails

****@csu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

School of Computer Science and Engineering, Central South University (csu.edu.cn)

2020 – Present

Advisors, Relations & Conflicts

Coauthor

Wei Chen

2016 – 2023

PhD Advisor

Ying He

2008 – 2011

Expertise

Representation Learning

2022 – Present

Visualization

2016 – Present

Publications

DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
Xingchen ZENG, Zhewei Su, Hengming Zhang, Juyong Jiang, Jiazhi Xia, Wei Zeng
- ICLR 2026 Poster
- Readers: Everyone
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings
Yilin Ye, Junchao Huang, Xingchen ZENG, Jiazhi Xia, Wei Zeng
- ICML 2025 poster
- Readers: Everyone
Interactive Visual Cluster Analysis by Contrastive Dimensionality Reduction
Jiazhi Xia, Linquan Huang, Weixing Lin, Xin Zhao, Jing Wu, Yang Chen, Ying Zhao, Wei Chen
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2023
- Readers: Everyone
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning
Xumeng Wang, Wei Chen, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2023
- Readers: Everyone
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study
Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2022
- Readers: Everyone
Diagnosing Ensemble Few-Shot Classifiers
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2022
- Readers: Everyone
Diagnosing Ensemble Few-Shot Classifiers
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Preserving Minority Structures in Graph Sampling
Ying Zhao, Haojin Jiang, Qi'an Chen, Yaqi Qin, Huixuan Xie, Yitao Wu, Shixia Liu, Zhiguang Zhou, Jiazhi Xia, Fangfang Zhou
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2021
- Readers: Everyone
Evaluation of Sampling Methods for Scatterplots
Jun Yuan, Shouxing Xiang, Jiazhi Xia, Lingyun Yu, Shixia Liu
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IEEE Trans. Vis. Comput. Graph. 2021
- Readers: Everyone
A survey of visual analytics techniques for machine learning
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Comput. Vis. Media 2021
- Readers: Everyone

View all 25 publications

Co-Authors

View all 103 co-authors