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 | 206 | 2020 |
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 | 47 | 2021 |
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 | 39 | 2020 |
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 | 35 | 2022 |
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 | 19 | 2022 |
Foundation Models Meet Visualizations: Challenges and Opportunities W Yang, M Liu, Z Wang, S Liu Computational Visual Media, 2023 | 14 | 2023 |
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 | 7 | 2023 |
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 | 5 | 2023 |
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 | 2 | 2023 |
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 | 2 | 2023 |
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 |
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 | | 2023 |
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 | | 2022 |