| 2022 | ICLR | GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing. | Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad |
| 2019 | ICASSP | Spectrum-adapted Polynomial Approximation for Matrix Functions. | Li Fan, David I Shuman, Shashanka Ubaru, Yousef Saad |
| 2019 | SDM | Find the dimension that counts: Fast dimension estimation and Krylov PCA. | Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad |
| 2018 | SC | Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver. | Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop |
| 2016 | ICML | Fast methods for estimating the Numerical rank of large matrices. | Shashanka Ubaru, Yousef Saad |
| 2016 | SC | PFEAST: a high performance sparse eigenvalue solver using distributed-memory linear solvers. | James Kestyn, Vasileios Kalantzis, Eric Polizzi, Yousef Saad |
| 2015 | ICML | Low Rank Approximation using Error Correcting Coding Matrices. | Shashanka Ubaru, Arya Mazumdar, Yousef Saad |
| 2010 | CIKM | Hypergraph-based multilevel matrix approximation for text information retrieval. | Haw-ren Fang, Yousef Saad |
| 2010 | CIKM | Multilevel manifold learning with application to spectral clustering. | Haw-ren Fang, Sophia Sakellaridi, Yousef Saad |
| 2009 | SDM | Divide and Conquer Strategies for Effective Information Retrieval. | Jie Chen, Yousef Saad |
| 2008 | ICMLA | Farthest Centroids Divisive Clustering. | Haw-ren Fang, Yousef Saad |
| 2008 | ICMLA | Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing. | Sophia Sakellaridi, Haw-ren Fang, Yousef Saad |
| 2007 | SDM | Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM. | Bernard N. Sheehan, Yousef Saad |
| 2006 | EuroPar | Topic 10: Parallel Numerical Algorithms. | Michel Cosnard, Hans-Joachim Bungartz, Efstratios Gallopoulos, Yousef Saad |
| 2005 | ICDM | Orthogonal Neighborhood Preserving Projections. | Effrosini Kokiopoulou, Yousef Saad |
| 2005 | ICMLA | Face recognition using OPRA-faces. | Effrosini Kokiopoulou, Yousef Saad |
| 2005 | SDM | PCA without eigenvalue calculations: a case study on face recognition. | Effrosini Kokiopoulou, Yousef Saad |
| 2004 | SIGIR | Polynomial filtering in latent semantic indexing for information retrieval. | Effrosini Kokiopoulou, Yousef Saad |
| 2003 | ICCSA | Preconditionning Techniques for the Solution of the Helmholtz Equation by the Finite Element Method. | Riyad Kechroud, Azzeddine Soulamani, Yousef Saad |
| 2002 | ICCS | Parallel Iterative Methods in Modern Physical Applications. | Xing Cai, Yousef Saad, Masha Sosonkina |
| 2001 | PPAM | pARMS: A Package for Solving General Sparse Linear Systems on Parallel Computers. | Yousef Saad, Masha Sosonkina |
| 1995 | PACT | Data Structures, Computational, and Communication Kernels for Distributed Memory Sparse Iterative Solvers. | Yousef Saad, Andrei V. Malevsky |
| 1990 | ICS | SPARK: a benchmark package for sparse computations. | Yousef Saad, Harry A. G. Wijshoff |
| 1989 | ICS | On the parallel solution of parabolic equations. | Efstratios Gallopoulos, Yousef Saad |
| 1988 | ICS | A benchmark package for sparse matrix computations. | Yousef Saad, Harry A. G. Wijshoff |
| 1987 | ICS | A Parallel Block Cyclic Reduction Algorithm for the Fast Solution of Elliptic Equations. | Efstratios Gallopoulos, Yousef Saad |