Weikai Yang

35 papers A* 3Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepVIS: Bridging Natural Language and Data Visualization Through Step-Wise Reasoning.
IEEE Trans. Vis. Comput. Graph.
Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2026 J jnl
Fast Wrong-Way Cycling Detection in CCTV Videos: Sparse Sampling Is All You Need.
IEEE Trans. Intell. Transp. Syst.
Jing Xu, Wentao Shi, Sheng Ren, Lijuan Zhang, Weikai Yang, Pan Gao, Jie Qin
2026 J jnl
NCP: Neighborhood-Preserving Non-Uniform Circle Packing for Visualization.
CoRR
Duan Li, Jun Yuan, Xinyuan Guo, Xiting Wang, Yang Liu, Weikai Yang, Shixia Liu
2026 A* conf
RefAdGen: High-Fidelity Advertising Image Generation.
AAAI
Yiyun Chen, Weikai Yang
2025 J jnl
ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts.
CoRR
Siyu Yan, Tiancheng Liu, Weikai Yang, Nan Tang, Yuyu Luo
2025 J jnl
DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning.
CoRR
Zhihao Shuai, Boyan Li, Siyu Yan, Yuyu Luo, Weikai Yang
2025 J jnl
Dynamic Color Assignment for Hierarchical Data.
IEEE Trans. Vis. Comput. Graph.
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
2025 J jnl
Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Changjian Chen, Zhiyang Shen, Jiangning Zhu, Jiashu Chen, Weikai Yang, Shixia Liu
2025 J jnl
RefAdGen: High-Fidelity Advertising Image Generation.
CoRR
Yiyun Chen, Weikai Yang
2025 J jnl
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
IEEE Trans. Vis. Comput. Graph.
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2025 A* conf
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning.
ICLR
Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu
2024 J jnl
A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
CoRR
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2024 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2024 J jnl
Cluster-Aware Grid Layout.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2024 J jnl
Dynamic Color Assignment for Hierarchical Data.
CoRR
Jiashu Chen, Weikai Yang, Zelin Jia, Lanxi Xiao, Shixia Liu
2024 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2024 J jnl
Foundation models meet visualizations: Challenges and opportunities.
Comput. Vis. Media
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2024 J jnl
Interactive Reweighting for Mitigating Label Quality Issues.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2024 J jnl
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning.
CoRR
Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu
2023 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
CoRR
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2023 J jnl
Cluster-Aware Grid Layout.
CoRR
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2023 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
CoRR
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2023 J jnl
Foundation Models Meet Visualizations: Challenges and Opportunities.
CoRR
Weikai Yang, Mengchen Liu, Zheng Wang, Shixia Liu
2023 J jnl
Interactive Reweighting for Mitigating Label Quality Issues.
CoRR
Weikai Yang, Yukai Guo, Jing Wu, Zheng Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2022 J jnl
A Unified Understanding of Deep NLP Models for Text Classification.
CoRR
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022 J jnl
A Unified Understanding of Deep NLP Models for Text Classification.
IEEE Trans. Vis. Comput. Graph.
Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022 J jnl
Diagnosing Ensemble Few-Shot Classifiers.
CoRR
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
2022 J jnl
Diagnosing Ensemble Few-Shot Classifiers.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Xi Ye, Xingxing Zhang, Lanxi Xiao, Jiazhi Xia, Zhongyuan Wang, Jun Zhu, Hanspeter Pfister, Shixia Liu
2022 A* conf
The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification.
ACM Multimedia
Xingxing Zhang, Zhizhe Liu, Weikai Yang, Liyuan Wang, Jun Zhu
2021 J jnl
A survey of visual analytics techniques for machine learning.
Comput. Vis. Media
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2021 J jnl
Interactive Steering of Hierarchical Clustering.
IEEE Trans. Vis. Comput. Graph.
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu
2020 J jnl
A Survey of Visual Analytics Techniques for Machine Learning.
CoRR
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2020 — conf
Diagnosing Concept Drift with Visual Analytics.
IEEE VAST@IEEE VIS
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020 J jnl
Diagnosing Concept Drift with Visual Analytics.
CoRR
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu
2020 J jnl
Interactive Steering of Hierarchical Clustering.
CoRR
Weikai Yang, Xiting Wang, Jie Lu, Wenwen Dou, Shixia Liu