Weikai Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Text Classification

Hierarchical Clustering

Mining Concept Drifting Data Streams

Computer Vision

Top Venues

IEEE Trans. Vis. Comput. Graph.

Comput. Vis. Media

Publications

Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
Interactive Reweighting for Mitigating Label Quality Issues. IEEE Trans. Vis. Comput. Graph. 30 (3) (2024)
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
Dynamic Color Assignment for Hierarchical Data. CoRR (2024)
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
Cluster-Aware Grid Layout. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
Enhancing Single-Frame Supervision for Better Temporal Action Localization. IEEE Trans. Vis. Comput. Graph. 30 (6) (2024)
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
Foundation models meet visualizations: Challenges and opportunities. Comput. Vis. Media 10 (3) (2024)
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
Cluster-Aware Grid Layout. CoRR (2023)
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
Enhancing Single-Frame Supervision for Better Temporal Action Localization. CoRR (2023)
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
Interactive Reweighting for Mitigating Label Quality Issues. CoRR (2023)
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. CoRR (2023)
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
Foundation Models Meet Visualizations: Challenges and Opportunities. CoRR (2023)
Xingxing Zhang, Zhizhe Liu, Weikai Yang, Liyuan Wang, Jun Zhu
The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification. ACM Multimedia (2022)
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
A Unified Understanding of Deep NLP Models for Text Classification. CoRR (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. CoRR (2022)
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
Diagnosing Ensemble Few-Shot Classifiers. IEEE Trans. Vis. Comput. Graph. 28 (9) (2022)
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A survey of visual analytics techniques for machine learning. Comput. Vis. Media 7 (1) (2021)
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
Interactive Steering of Hierarchical Clustering. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
Diagnosing Concept Drift with Visual Analytics. CoRR (2020)
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
Diagnosing Concept Drift with Visual Analytics. IEEE VAST@IEEE VIS (2020)
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
A Survey of Visual Analytics Techniques for Machine Learning. CoRR (2020)
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
Interactive Steering of Hierarchical Clustering. CoRR (2020)