| 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 | 236 | 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 | 51 | 2021 |
| 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 | 47 | 2022 |
| 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 | 42 | 2020 |
| Foundation Models Meet Visualizations: Challenges and Opportunities W Yang, M Liu, Z Wang, S Liu Computational Visual Media, 2023 | 34 | 2023 |
| 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 | 25 | 2022 |
| 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 | 12 | 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 | 11 | 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 | 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 | 4 | 2023 |
| 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 | 4 | 2023 |
| Dynamic Color Assignment for Hierarchical Data J Chen, W Yang, Z Jia, L Xiao, S Liu IEEE Transactions on Visualization and Computer Graphics, 2024 | 2 | 2024 |
| 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 | 1 | 2022 |
| 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 | | 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 |
| 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 |
Shixia LiuProfessor, Tsinghua University, IEEE FellowVerified email at tsinghua.edu.cn
