Hsin-Hsuan Sung

College of Engineering

Works (5)

Updated: April 5th, 2024 14:42

2023 journal article

Accelerating matrix-centric graph processing on GPUs through bit-level optimizations

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 177, 53–67.

author keywords: GraphBLAS; Bit manipulation; GPU; Sparse matrix; Deep reinforcement learning
Sources: Web Of Science, ORCID
Added: April 11, 2023

2023 article

BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs

PROCEEDINGS OF THE 37TH INTERNATIONAL CONFERENCE ON SUPERCOMPUTING, ACM ICS 2023, pp. 264–276.

By: J. Chen n, H. Sung n, X. Shen n, S. Choudhury* & A. Li*

author keywords: graph neural networks; binarized GNN; bit manipulation; GPU; sparse matrix
Sources: Web Of Science, ORCID
Added: January 29, 2024

2022 article

Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU

2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2022), pp. 515–525.

By: J. Chen n, H. Sung n, X. Shen n, N. Tallent*, K. Barker* & A. Li*

Sources: Web Of Science, ORCID
Added: September 29, 2022

2022 article

Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card

2022 IEEE 28TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS), pp. 297–300.

By: H. Sung n, Y. Xu n, J. Guan*, W. Niu*, B. Ren*, Y. Wang*, S. Liu, X. Shen n

Sources: Web Of Science, ORCID
Added: April 17, 2023

2021 article

Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search

2021 IEEE 27TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS 2021), pp. 425–428.

By: P. Zhao*, W. Niu*, G. Yuan*, Y. Cai*, H. Sung n, S. Liu, S. Liu*, X. Shen n ...

author keywords: 3D object detection; real-time; point cloud
Sources: Web Of Science, ORCID
Added: November 29, 2021

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