Weikai Yang

According to our database, Weikai Yang authored at least 18 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.

Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu

IEEE Trans. Vis. Comput. Graph., September, 2025

RefAdGen: High-Fidelity Advertising Image Generation.

Yiyun Chen, Weikai Yang

CoRR, August, 2025

DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning.

Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang

CoRR, August, 2025

Dynamic Color Assignment for Hierarchical Data.

Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu

IEEE Trans. Vis. Comput. Graph., January, 2025

ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts.

Siyu Yan, Tiancheng Liu, Weikai Yang, Nan Tang, Yuyu Luo

CoRR, January, 2025

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning.

Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Enhancing Single-Frame Supervision for Better Temporal Action Localization.

Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu

IEEE Trans. Vis. Comput. Graph., June, 2024

Foundation models meet visualizations: Challenges and opportunities.

Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu

Comput. Vis. Media, June, 2024

Interactive Reweighting for Mitigating Label Quality Issues.

Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu

IEEE Trans. Vis. Comput. Graph., March, 2024

Cluster-Aware Grid Layout.

Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu

IEEE Trans. Vis. Comput. Graph., January, 2024

A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.

Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu

IEEE Trans. Vis. Comput. Graph., January, 2024

A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.

Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu

CoRR, 2024

2022

Diagnosing Ensemble Few-Shot Classifiers.

Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu

IEEE Trans. Vis. Comput. Graph., 2022

A Unified Understanding of Deep NLP Models for Text Classification.

Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu

IEEE Trans. Vis. Comput. Graph., 2022

The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification.

Xingxing Zhang, Zhizhe Liu, Weikai Yang, Liyuan Wang, Jun Zhu

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Interactive Steering of Hierarchical Clustering.

Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu

IEEE Trans. Vis. Comput. Graph., 2021

A survey of visual analytics techniques for machine learning.

Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu

Comput. Vis. Media, 2021

2020

Diagnosing Concept Drift with Visual Analytics.

Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

Proceedings of the 15th IEEE Conference on Visual Analytics Science and Technology, 2020