Abstract: Condensed Graphs provide a simple way of expressing complex dependencies in a program task graph or a work flow. In these graphs, nodes represent tasks and edges represent associated ...

Condensed Graphs provide a simple way of expressing complex dependencies in a program task graph or a work flow. In these graphs, nodes represent tasks and edges represent associated sequencing ...

Jacob Holm was flipping through proofs from an October 2019 research paper he and colleague Eva Rotenberg—an associate professor in the department of applied mathematics and computer science at ...

Abstart: Graph condensation has emerged as an intriguing technique to save the expensive training costs of Graph Neural Networks (GNNs) by substituting a condensed small graph with the original graph.

Pytorch implementation of ICML-2024 "Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching". The overall framework of the proposed GEOM: In the buffer phase, we train ...

Overall Count and Share for 'Department of Condensed Matter Physics and Materials Science (CMPMS), TIFR' based on the 12-month time frame mentioned above. Note: Articles may be assigned to more ...

Prediction of Aromatic Hydroxylation Sites for Human CYP1A2 Substrates Using Condensed Graph of Reactions. BioNanoScience 2018, 26 DOI: 10.1007/s12668-017-0499-7. Jürgen Bajorath. Representation and ...

He has been an assistant professor in the School of Computer Science and Engineering, Nanyang Technological University, Singapore. His research is on data management and machine learning for the ...