Works Published in 2023

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Displaying all 8 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2023 journal article

CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression

Proceedings of the ACM on Management of Data.

co-author countries: China 🇨🇳 United States of America 🇺🇸
Source: ORCID
Added: February 2, 2024

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.

co-author countries: United States of America 🇺🇸
author keywords: graph neural networks; binarized GNN; bit manipulation; GPU; sparse matrix
Sources: Web Of Science, ORCID
Added: January 29, 2024

2023 article

SpecPMT: Speculative Logging for Resolving Crash Consistency Overhead of Persistent Memory

PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2023, pp. 762–777.

By: C. Ye*, Y. Xu n, X. Shen n, Y. Sha*, X. Liao*, H. Jin*, Y. Solihin*

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: persistent memory; transaction; logging; microarchitecture
Sources: Web Of Science, ORCID
Added: November 6, 2023

2023 journal article

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 35(10), 10181–10196.

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: CNN; deep reuse; inference; winograd
Sources: Web Of Science, ORCID
Added: October 23, 2023

2023 article

Reconciling Selective Logging and Hardware Persistent Memory Transaction

2023 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, HPCA, pp. 664–676.

By: C. Ye*, Y. Xu n, X. Shen n, Y. Sha*, X. Liao*, H. Jin*, Y. Solihin*

co-author countries: China 🇨🇳 United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: June 5, 2023

2023 journal article

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

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

co-author countries: United States of America 🇺🇸
author keywords: GraphBLAS; Bit manipulation; GPU; Sparse matrix; Deep reinforcement learning
Sources: Web Of Science, ORCID
Added: April 11, 2023

2023 journal article

Automated Translation of Functional Big Data similar to eries to SQL

PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 7(OOPSLA).

co-author countries: United States of America 🇺🇸
author keywords: program synthesis; source-to-source compiler; query optimization
Sources: ORCID, Web Of Science
Added: April 8, 2023

2023 journal article

Survey: Exploiting Data Redundancy for Optimization of Deep Learning

ACM COMPUTING SURVEYS, 55(10).

co-author countries: United States of America 🇺🇸
author keywords: Data redundancy; representation redundancy; deep neural network; convolutional neural network; transformer
Sources: Web Of Science, ORCID
Added: March 6, 2023

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