Author

Xiao-Yu Cui

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Conference Open access Sep 2026

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

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 models have shown prom...

Jinlin Ma, Chen-Kai Guo, Ren-Da Han et al. · Proceedings of the Thirty-Fi... · 0 citations

Sep 2026

NDIB-Sim: A Multimodal Bidirectional PINN Model for Simulating Brain Dynamics.

Constructing dynamic virtual brain models is essential for understanding brain functions and pathological mechanisms, crucial in computational neuroscience. Current modeling methods can be grouped into two paradigms: deep learning models for accurate simulation, and neural dynamics models emphasizing physiological inte...

Lan Yang, Xiao-Yu Cui, Ting Li et al. · IEEE Transactions on Neural... · 0 citations