Xiaoyu Cui

2 accepted papers

2026

SCD-MVC: Stable Conditional Diffusion for Multi-view Clustering

Jinli Ma, Chenkai Guo, Renda Han, Renxiang Guan, Siwei Wang, Ke Liang +2

IJCAI 2026

Multi-view clustering has garnered significant attention for its ability to integrate heterogeneous data and uncover underlying categorical structures. However, prevailing autoencoder-based methods often yield indiscriminative embeddings, rendering them prone to trivial solutions. While diffusion mo

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2025

A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis

Xiaoyu Cui, Weixing Chen, Jiandong Su

ICLR 2025poster

Multiple Instance Learning (MIL) in digital pathology Whole Slide Image (WSI) analysis has shown significant progress. However, due to data bias and unobservable confounders, this paradigm still faces challenges in terms of performance and interpretability. Existing MIL methods might identify patche…

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