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Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units.

, , , , , , , , , , , , and . J. Chem. Inf. Model., 64 (5): 1568-1580 (March 2024)

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Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite., , , , , , , , , and 15 other author(s). IISWC, page 216-227. IEEE, (2020)High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis., , , , , , , and . IPDPS, page 784-794. IEEE, (2022)LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra., , and . ACDA, page 147-158. SIAM, (2023)Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures., , , , , , , and . ICPP, page 53:1-53:11. ACM, (2021)LC-MEMENTO: A Memory Model for Accelerated Architectures., , , , , , and . LCPC, volume 13181 of Lecture Notes in Computer Science, page 67-82. Springer, (2021)Efficient Computation of High-Order Line Graphs of Hypergraphs., , , , , and . CoRR, (2020)Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry., , , , , , , and . CoRR, (2022)Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units., , , , , , , , , and 3 other author(s). J. Chem. Inf. Model., 64 (5): 1568-1580 (March 2024)Parallel Algorithms for Efficient Computation of High-Order Line Graphs of Hypergraphs., , , , , , and . HiPC, page 312-321. IEEE, (2021)Hypergraph Analytics of Domain Name System Relationships., , , , , , , and . WAW, volume 12091 of Lecture Notes in Computer Science, page 1-15. Springer, (2020)