Dominique LaSalle

According to our database, Dominique LaSalle authored at least 11 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Cooperative Minibatching in Graph Neural Networks.

Muhammed Fatih Balin, Dominique LaSalle, Ümit V. Çatalyürek

CoRR, 2023

2022

Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Heterogeneous Graphs.

Da Zheng, Xiang Song, Chengru Yang, Dominique LaSalle, George Karypis

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Accelerated GNN Training with DGL and RAPIDS cuGraph in a Fraud Detection Workflow.

Brad Rees, Xiaoyun Wang, Joe Eaton, Onur Yilmaz, Rick Ratzel, Dominique LaSalle

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs.

Da Zheng, Xiang Song, Chengru Yang, Dominique LaSalle, Qidong Su, Minjie Wang, Chao Ma, George Karypis

CoRR, 2021

2016

A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning.

Dominique LaSalle, George Karypis

Proceedings of the 45th International Conference on Parallel Processing, 2016

2015

Multi-threaded modularity based graph clustering using the multilevel paradigm.

Dominique LaSalle, George Karypis

J. Parallel Distributed Comput., 2015

Improving graph partitioning for modern graphs and architectures.

Dominique LaSalle, Md. Mostofa Ali Patwary, Nadathur Satish, Narayanan Sundaram, Pradeep Dubey, George Karypis

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

Efficient Nested Dissection for Multicore Architectures.

Dominique LaSalle, George Karypis

Proceedings of the Euro-Par 2015: Parallel Processing, 2015

2014

MPI for Big Data: New tricks for an old dog.

Dominique LaSalle, George Karypis

Parallel Comput., 2014

2013

BDMPI: conquering BigData with small clusters using MPI.

Dominique LaSalle, George Karypis

Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems, 2013

Multi-threaded Graph Partitioning.

Dominique Lasalle, George Karypis

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013