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2023 journal article
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 177, 53–67.
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.
2023 journal article
Survey: Exploiting Data Redundancy for Optimization of Deep Learning
ACM COMPUTING SURVEYS, 55(10).
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.
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