CKGHV: a comprehensive knowledge graph for history visualization. - Yingzhen Zhu; Xinyi Cao; Yali Bian; Jiangqin Wu (JCDL, 2014)

Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge. - Liang Yao; Yin Zhang 006; Baogang Wei; Wei Wang; Yuejiao Zhang; Xiaolin Ren; Yali Bian (J. Biomed. Informatics, 2015)

Concept over time: the combination of probabilistic topic model with wikipedia knowledge. - Liang Yao; Yin Zhang 006; Baogang Wei; Lei Li 005; Fei Wu 001; Peng Zhang 075; Yali Bian (Expert Syst. Appl., 2016)

DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning. - Yali Bian; John E. Wenskovitch; Chris North 001 (CoRR, 2020)

Evaluating Semantic Interaction on Word Embeddings via Simulation. - Yali Bian; Michelle Dowling; Chris North 001 (CoRR, 2020)

DeepSI: Interactive Deep Learning for Semantic Interaction. - Yali Bian; Chris North 001 (IUI, 2021)

Semantic Explanation of Interactive Dimensionality Reduction. - Yali Bian; Chris North 001; Eric Krokos; Sarah Joseph (IEEE VIS (Short Papers), 2021)

Human-AI Sensemaking with Semantic Interaction and Deep Learning. - Yali Bian (2022)

Self-label correction for image classification with noisy labels. - Yu Zhang 004; Fan Lin; Siya Mi; Yali Bian (Pattern Anal. Appl., 2023)

Quantifying Explainability with Multi-Scale Gaussian Mixture Models. - Anthony Rhodes; Yali Bian; Ilke Demir (XAI4CV, 2024)

NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning. - Yali Bian; Rebecca Faust; Chris North 001 (CoRR, 2024)

Please Understand My Disability: An Analysis of YouTubers' Discourse on Disability Challenges. - Shuo Niu; Li Liu 016; Yali Bian (Proc. ACM Hum. Comput. Interact., 2024)

Learning sample representativeness for class-imbalanced multi-label classification. - Yu Zhang; Sichen Cao; Siya Mi; Yali Bian (Pattern Anal. Appl., 2024)

ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection. - Hong Lu; Yali Bian; Rahul C. Shah (CoRR, 2025)