Machine Learning · Computer Science
Empowering Graph Representation Learning with Test-Time Graph Transformation
Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu +2
2023-02-28
Distributed, Parallel, and Cluster Computing · Computer Science
Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems
Alireza Furutanpey, Carmen Walser, Philipp Raith, Pantelis A. Frangoudis +1
2025-04-30
Machine Learning · Computer Science
GraphNet: A Large-Scale Computational Graph Dataset for Tensor Compiler Research
Xinqi Li, Yiqun Liu, Shan Jiang, Enrong Zheng +5
2025-10-29
Machine Learning · Computer Science
Transferable Graph Optimizers for ML Compilers
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi, Daniel Wong +8
2021-02-23
Programming Languages · Computer Science
On the Representation of Partially Specified Implementations and its Application to the Optimization of Linear Algebra Kernels on GPU
Ulysse Beaugnon, Basile Clément, Nicolas Tollenaere, Albert Cohen
2019-04-09
Software Engineering · Computer Science
Unleashing the Power of Compiler Intermediate Representation to Enhance Neural Program Embeddings
Zongjie Li, Pingchuan Ma, Huaijin Wang, Shuai Wang +3
2022-04-21
Distributed, Parallel, and Cluster Computing · Computer Science
Comprehensive Optimization of Parametric Kernels for Graphics Processing Units
Xiaohui Chen, Marc Moreno-Maza, Jeeva Paudel, Ning Xie
2018-01-16
Artificial Intelligence · Computer Science
Optimizing Graph Transformer Networks with Graph-based Techniques
Loc Hoang, Udit Agarwal, Gurbinder Gill, Roshan Dathathri +3
2021-06-17
Machine Learning · Computer Science
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota +3
2022-04-27
Distributed, Parallel, and Cluster Computing · Computer Science
Incremental GNN Embedding Computation on Streaming Graphs
Qiange Wang, Haoran Lv, Yanfeng Zhang, Weng-Fai Wong +1
2026-03-24
Machine Learning · Computer Science
Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs
Aditya Paliwal, Felix Gimeno, Vinod Nair, Yujia Li +3
2020-02-11
Programming Languages · Computer Science
Glow: Graph Lowering Compiler Techniques for Neural Networks
Nadav Rotem, Jordan Fix, Saleem Abdulrasool, Garret Catron +14
2019-04-05
Machine Learning · Computer Science
End to end learning and optimization on graphs
Bryan Wilder, Eric Ewing, Bistra Dilkina, Milind Tambe
2020-01-09