Yali Bian

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Dimensionality Reduction

Multi Label Classification

Top Venues

Pattern Anal. Appl.

IEEE VIS (Short Papers)

J. Biomed. Informatics

Publications

Yali Bian, Rebecca Faust, Chris North
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning. CoRR (2024)
Yu Zhang, Sichen Cao, Siya Mi, Yali Bian
Learning sample representativeness for class-imbalanced multi-label classification. Pattern Anal. Appl. 27 (2) (2024)
Yu Zhang, Fan Lin, Siya Mi, Yali Bian
Self-label correction for image classification with noisy labels. Pattern Anal. Appl. 26 (3) (2023)
Yali Bian, Chris North
DeepSI: Interactive Deep Learning for Semantic Interaction. CoRR (2023)
Yali Bian, Chris North, Eric Krokos, Sarah Joseph
Semantic Explanation of Interactive Dimensionality Reduction. IEEE VIS (Short Papers) (2021)
Yali Bian, John E. Wenskovitch, Chris North
DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning. CoRR (2020)
Yali Bian, Michelle Dowling, Chris North
Evaluating Semantic Interaction on Word Embeddings via Simulation. CoRR (2020)
Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian
Concept over time: the combination of probabilistic topic model with wikipedia knowledge. Expert Syst. Appl. 60 (2016)
Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, Xiaolin Ren, Yali Bian
Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge. J. Biomed. Informatics 58 (2015)
Yingzhen Zhu, Xinyi Cao, Yali Bian, Jiangqin Wu
CKGHV: a comprehensive knowledge graph for history visualization. JCDL (2014)