Diagnosing Concept Drift with Visual Analytics. - Weikai Yang; Zhen Li 044; Mengchen Liu; Yafeng Lu; Kelei Cao; Ross Maciejewski; Shixia Liu (IEEE VAST@IEEE VIS, 2020)

A survey of visual analytics techniques for machine learning. - Jun Yuan 003; Changjian Chen; Weikai Yang; Mengchen Liu; Jiazhi Xia; Shixia Liu (Comput. Vis. Media, 2021)

Interactive Steering of Hierarchical Clustering. - Weikai Yang; Xiting Wang; Jie Lu; Wenwen Dou; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2021)

The More, The Better? Active Silencing of Non-Positive Transfer for Efficient Multi-Domain Few-Shot Classification. - Xingxing Zhang 001; Zhizhe Liu; Weikai Yang; Liyuan Wang; Jun Zhu 001 (ACM Multimedia, 2022)

A Unified Understanding of Deep NLP Models for Text Classification. - Zhen Li 044; Xiting Wang; Weikai Yang; Jing Wu 004; Zhengyan Zhang; Zhiyuan Liu 001; Maosong Sun 001; Hui Zhang 013; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

Diagnosing Ensemble Few-Shot Classifiers. - Weikai Yang; Xi Ye; Xingxing Zhang 001; Lanxi Xiao; Jiazhi Xia; Zhongyuan Wang 006; Jun Zhu 001; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. - Zhen Li 044; Weikai Yang; Jun Yuan 003; Jing Wu 004; Changjian Chen; Yao Ming; Fan Yang; Hui Zhang 013; Shixia Liu (CoRR, 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 004; Hang Su 006; Hanspeter Pfister; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Cluster-Aware Grid Layout. - Yuxing Zhou; Weikai Yang; Jiashu Chen; Changjian Chen; Zhiyang Shen; Xiaonan Luo; Lingyun Yu 001; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Interactive Reweighting for Mitigating Label Quality Issues. - Weikai Yang; Yukai Guo; Jing Wu 004; Zheng Wang; Lan-Zhe Guo; Yufeng Li 008; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Foundation models meet visualizations: Challenges and opportunities. - Weikai Yang; Mengchen Liu; Zheng Wang; Shixia Liu (Comput. Vis. Media, 2024)

Enhancing Single-Frame Supervision for Better Temporal Action Localization. - Changjian Chen; Jiashu Chen; Weikai Yang; Haoze Wang; Johannes Knittel; Xibin Zhao; Steffen Koch 001; Thomas Ertl; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Structural-Entropy-Based Sample Selection for Efficient and Effective Learning. - Tianchi Xie; Jiangning Zhu; Guozu Ma; Minzhi Lin; Wei Chen 001; Weikai Yang; Shixia Liu (ICLR, 2025)

ChartEditor: A Human-AI Paired Tool for Authoring Pictorial Charts. - Siyu Yan; Tiancheng Liu; Weikai Yang; Nan Tang 001; Yuyu Luo (CoRR, 2025)

Dynamic Color Assignment for Hierarchical Data. - Jiashu Chen; Weikai Yang; Zelin Jia; Lanxi Xiao; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2025)

DeepVIS: Bridging Natural Language and Data Visualization Through Step-wise Reasoning. - Zhihao Shuai; Boyan Li; Siyu Yan; Yuyu Luo; Weikai Yang (CoRR, 2025)

RefAdGen: High-Fidelity Advertising Image Generation. - Yiyun Chen; Weikai Yang (CoRR, 2025)

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. - Zhen Li 044; Weikai Yang; Jun Yuan 003; Jing Wu 004; Changjian Chen; Yao Ming; Fan Yang; Hui Zhang 013; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2025)