1 citations · 1 across the 4 of their papers we have counts for
4 papers
Federated Foundation Models Fine-Tuning with Heterogeneous Compressed Clients
Shengkun Zhu, Jinshan Zeng, Zhihua Allen-Zhao +5
Federated learning of foundation models faces a fundamental resource-asymmetry challenge: the institutions holding the most valuable domain-specific data cannot host billion-parame…
A Joint Sparse Self-Representation Learning Method for Multiview Clustering
Mengxue Jia, Zhihua Allen-Zhao, You Zhao +1
Multiview clustering (MC) aims to group samples using consistent and complementary information across various views. The subspace clustering, as a fundamental technique of MC, has…
Memory Enhanced Fractional-Order Dung Beetle Optimization for Photovoltaic Parameter Identification
Yiwei Li, Zhihua Allen-Zhao, Yuncheng Xu +1
Accurate parameter identification in photovoltaic (PV) models is crucial for performance evaluation but remains challenging due to their nonlinear, multimodal, and high-dimensional…
Chance constrained conic-segmentation support vector machine with uncertain data
Shen Peng, Gianpiero Canessa, Zhihua Allen-Zhao
Support vector machines (SVM) is one of the well known supervised classes of learning algorithms. Furthermore, the conic-segmentation SVM (CS-SVM) is a natural multiclass analogue…