Підписатись
Weikai Yang
Weikai Yang
Assistant Professor, Hong Kong University of Science and Technology (Guangzhou)
Підтверджена електронна адреса в hkust-gz.edu.cn - Домашня сторінка
Назва
Посилання
Посилання
Рік
A Survey of Visual Analytics Techniques for Machine Learning
J Yuan, C Chen, W Yang, M Liu, J Xia, S Liu
Computational Visual Media 7 (1), 3-36, 2020
2472020
Interactive Steering of Hierarchical Clustering
W Yang, X Wang, J Lu, W Dou, S Liu
IEEE Transactions on Visualization and Computer Graphics 27 (10), 3953-3967, 2021
542021
A Unified Understanding of Deep NLP Models for Text Classification
Z Li, X Wang, W Yang, J Wu, Z Zhang, Z Liu, M Sun, H Zhang, S Liu
IEEE Transactions on Visualization and Computer Graphics 28 (12), 4980-4994, 2022
532022
Foundation Models Meet Visualizations: Challenges and Opportunities
W Yang, M Liu, Z Wang, S Liu
Computational Visual Media, 2023
492023
Diagnosing Concept Drift with Visual Analytics
W Yang, Z Li, M Liu, Y Lu, K Cao, R Maciejewski, S Liu
IEEE Conference on Visual Analytics Science and Technology, 12-23, 2020
432020
Diagnosing Ensemble Few-Shot Classifiers
W Yang, X Ye, X Zhang, L Xiao, J Xia, Z Wang, J Zhu, H Pfister, S Liu
IEEE Transactions on Visualization and Computer Graphics 28 (9), 3292-3306, 2022
282022
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision
C Chen, Y Guo, F Tian, S Liu, W Yang, Z Wang, J Wu, H Su, H Pfister, ...
IEEE Transactions on Visualization and Computer Graphics 24 (1), 1-11, 2023
152023
Cluster-Aware Grid Layout
Y Zhou*, W Yang*, J Chen, C Chen, Z Shen, X Luo, L Yu, S Liu
IEEE Transactions on Visualization and Computer Graphics 24 (1), 1-11, 2023
92023
Enhancing Single-Frame Supervision for Better Temporal Action Localization
C Chen, J Chen, W Yang, H Wang, J Knittel, X Zhao, S Koch, T Ertl, S Liu
IEEE Transactions on Visualization and Computer Graphics, 2023
82023
Interactive Reweighting for Mitigating Label Quality Issues
W Yang, Y Guo, J Wu, Z Wang, LZ Guo, YF Li, S Liu
IEEE Transactions on Visualization and Computer Graphics, 2023
72023
A survey of visual analytics research for improving training data quality
W Yang, C Chen, J Zhu, L Li, P Liu, S Liu
Journal of Computer-Aided Design & Computer Graphics 35 (11), 1629-1642, 2023
52023
Dynamic Color Assignment for Hierarchical Data
J Chen, W Yang, Z Jia, L Xiao, S Liu
IEEE Transactions on Visualization and Computer Graphics, 2024
42024
The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification
X Zhang, Z Liu, W Yang, L Wang, J Zhu
Proceedings of the 30th ACM International Conference on Multimedia, 1993-2001, 2022
22022
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning
T Xie, J Zhu, G Ma, M Lin, W Chen, W Yang, S Liu
arXiv preprint arXiv:2410.02268, 2024
12024
Why AI Fails: Parallax
L Xiao, W Yang, H Wang, S Liu, Q Wu
The international workshop on eXplainable AI for the Arts at the ACM C&C …, 2023
12023
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers
Z Li, W Yang, J Yuan, J Wu, C Chen, Y Ming, F Yang, H Zhang, S Liu
IEEE Transactions on Visualization and Computer Graphics, 2024
2024
A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers
Z Li, W Yang, J Yuan, J Wu, C Chen, Y Ming, F Yang, H Zhang, S Liu
arXiv preprint arXiv:2409.03164, 2024
2024
基于可视分析的训练数据质量提升综述
杨维铠,陈长建,朱江宁,李磊,刘鹏,刘世霞
计算机辅助设计与图形学学报 (Journal of Computer-Aided Design and Computer …, 2023
2023
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