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Nesreen Ahmed

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Forward Learning of Graph Neural Networks

Mar 16, 2024
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan Rossi, Puja Trivedi, Nesreen Ahmed

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MPIrigen: MPI Code Generation through Domain-Specific Language Models

Feb 14, 2024
Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capotă, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen Ahmed, Yuval Pinter, Timothy Mattson, Gal Oren

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OMPGPT: A Generative Pre-trained Transformer Model for OpenMP

Jan 28, 2024
Le Chen, Arijit Bhattacharjee, Nesreen Ahmed, Niranjan Hasabnis, Gal Oren, Vy Vo, Ali Jannesari

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Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks

Dec 20, 2023
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren

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Scope is all you need: Transforming LLMs for HPC Code

Aug 18, 2023
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Abdul Wasay, Nesreen Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren

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Causal Lifting and Link Prediction

Feb 02, 2023
Leonardo Cotta, Beatrice Bevilacqua, Nesreen Ahmed, Bruno Ribeiro

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A Hypergraph Neural Network Framework for Learning Hyperedge-Dependent Node Embeddings

Dec 28, 2022
Ryan Aponte, Ryan A. Rossi, Shunan Guo, Jane Hoffswell, Nedim Lipka, Chang Xiao, Gromit Chan, Eunyee Koh, Nesreen Ahmed

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AutoGML: Fast Automatic Model Selection for Graph Machine Learning

Jun 18, 2022
Namyong Park, Ryan Rossi, Nesreen Ahmed, Christos Faloutsos

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Network Report: A Structured Description for Network Datasets

Jun 08, 2022
Xinyi Zheng, Ryan A. Rossi, Nesreen Ahmed, Dominik Moritz

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CGC: Contrastive Graph Clustering for Community Detection and Tracking

Apr 05, 2022
Namyong Park, Ryan Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen Ahmed, Christos Faloutsos

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