Parallelization of the k-means Algorithm in a Spectral Clustering Chain on CPU-GPU Platforms. - Guanlin He; Stéphane Vialle; Marc Baboulin (Euro-Par Workshops, 2020)

Scalable Algorithms Using Sparse Storage for Parallel Spectral Clustering on GPU. - Guanlin He; Stéphane Vialle; Nicolas Sylvestre; Marc Baboulin (NPC, 2021)

Parallel and accurate k-means algorithm on CPU-GPU architectures for spectral clustering. - Guanlin He; Stéphane Vialle; Marc Baboulin (Concurr. Comput. Pract. Exp., 2022)

Parallel algorithms for clustering large datasets on CPU-GPU heterogeneous architectures. (Algorithmes parallèles de clustering de grands ensembles de données pour architectures hétérogènes CPU-GPU). - Guanlin He (2022)

An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions. - Yingtai Xiao; Guanlin He; Danfeng Zhang; Daniel Kifer (NeurIPS, 2023)

Generating Sparse Matrices for Large-Scale Spectral Clustering on a Single GPU. - Guanlin He; Stéphane Vialle; Marc Baboulin (Int. J. Parallel Program., 2025)