Suyang Hou — accepted AI-conference papers

2025

A Methodological Framework for Measuring Spatial Labeling Similarity

Yihang Du, Jiaying Hu, Suyang Hou, Yueyang Ding, Xiaobo Sun

IJCAI 2025

Spatial labeling assigns labels to specific spatial locations to characterize their spatial properties and relationships, with broad applications in scientific research and practice. Measuring the similarity between two spatial labelings is essential for understanding their differences and the contr

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2024

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Kaichen Xu, Yueyang Ding, Suyang Hou, Weiqiang Zhan, Nisang Chen, Jun Wang +1

IJCAI 2024poster

Fined-grained anomalous cell detection from affected tissues is critical for clinical diagnosis and pathological research. Single-cell sequencing data provide unprecedented opportunities for this task. However, current anomaly detection methods struggle to handle domain shifts prevalent in multi-sam…

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