Latest research projects, publications, and talks
Few-shot link prediction via graph neural networks for covid-19 drug-repurposing [preprint]
Posted
Vassilis N Ioannidis, Da Zheng, George Karypis (professor)
Shanks and Anderson-type acceleration techniques for systems of nonlinear equations [preprint]
Posted
Claude Brezinski, Stefano Cipolla, Michela Redivo-Zaglia, Yousef Saad (professor)
Computational Materials Science and Engineering [book]
Posted
Eric Polizzi, Yousef Saad (professor)
Multicolor low‐rank preconditioner for general sparse linear systems [journal]
Posted
Qingqing Zheng, Yuanzhe Xi, Yousef Saad (professor)
Numerical Linear Algebra with Applications
Deep Graph Library: Overview, Updates, and Future Developments [talk]
Posted
George Karypis (professor)
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - keynote speaker
Learning Graph Neural Networks with Deep Graph Library [conference paper]
Posted
Da Zheng, Minjie Wang, Quan Gan, Zheng Zhang, George Karypis (professor)
Companion Proceedings of the Web Conference
Dgl-ke: Training knowledge graph embeddings at scale [preprint]
Posted
Da Zheng, Xiang Song, Chao Ma, Zeyuan Tan, Zihao Ye, Jin Dong, Hao Xiong, Zheng Zhang, George Karypis (professor)
CAWA: An Attention-Network for Credit Attribution [preprint]
Posted
Saurav Manchanda (Ph.D. student), George Karypis (professor)
Proceedings of the AAAI Conference on Artificial Intelligence
Image Generation Via Minimizing Frechet Distance in Discriminator Feature Space [preprint]
Posted
Khoa D Doan, Saurav Manchanda (Ph.D. student), Fengjiao Wang, Sathiya Keerthi, Avradeep Bhowmik, Chandan K Reddy
Regression via implicit models and optimal transport cost minimization [preprint]
Posted
Saurav Manchanda (Ph.D. student), Khoa Doan, Pranjul Yadav, S Sathiya Keerthi