Data-driven Science

NC State

Works Published in 2022

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Displaying all 18 works

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

2022 article

DREW: Efficient Winograd CNN Inference with Deep Reuse

PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. ["1807–1816"].

By: R. Wu, F. Zhang, J. Guan, Z. Zheng, X. Du & X. Shen

Sources: Web Of Science, ORCID
Added: October 31, 2022

2022 journal article

Energy Efficient Boosting of GEMM Accelerators for DNN via Reuse

ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, ["27"](5), [""].

By: N. Cicek, X. Shen & O. Ozturk

Sources: Web Of Science, ORCID
Added: October 17, 2022

2022 journal article

Multiresolution Broad Area Search: Monitoring Spatial Characteristics of Gapless Remote Sensing Data

Journal of Data Science.

By: L. Wendelberger, J. Gray, A. Wilson, R. Houborg & B. Reich

Source: ORCID
Added: October 4, 2022

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, H. Sung, X. Shen, N. Tallent, K. Barker & A. Li

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

2022 article

FFCCD: Fence-Free Crash-Consistent Concurrent Defragmentation for Persistent Memory

PROCEEDINGS OF THE 2022 THE 49TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '22), pp. ["274–288"].

By: Y. Xu, C. Ye, Y. Solihin & X. Shen

Sources: Web Of Science, ORCID
Added: September 26, 2022

2022 article

IDE Augmented with Human-Learning Inspired Natural Language Programming

2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS (ICSE-COMPANION 2022), pp. ["110–114"].

By: M. Young, Z. Nan & X. Shen

Sources: Web Of Science, ORCID
Added: September 19, 2022

2022 article

Temporal Exposure Reduction Protection for Persistent Memory

2022 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE (HPCA 2022), pp. ["908–924"].

By: Y. Xu, C. Ye, X. Shen & Y. Solihin

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

2022 journal article

Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, ["48"](8), ["2939–2954"].

Sources: ORCID, Web Of Science
Added: August 16, 2022

2022 article

Improved Parameterized Complexity of Happy Set Problems

ArXiv.

By: Y. Mizutani & B. Sullivan

Source: ORCID
Added: August 6, 2022

2022 article

Faster Decomposition ofWeighted Graphs into Cliques using Fisher's Inequality

ArXiv.

By: S. Jain, Y. Mizutani & B. Sullivan

Source: ORCID
Added: August 6, 2022

2022 journal article

On the threshold of intractability

Journal of Computer and System Sciences, 124, 1–25.

By: P. Drange, M. Dregi, D. Lokshtanov & B. Sullivan

Source: ORCID
Added: August 6, 2022

2022 article

Gerrymandering Trees: Parameterized Hardness

ArXiv.

By: A. Fraser, B. Lavallee & B. Sullivan

Source: ORCID
Added: August 6, 2022

2022 journal article

Sequential Model Optimization for Software Effort Estimation

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, ["48"](6), ["1994–2009"].

Sources: ORCID, Web Of Science
Added: June 15, 2022

2022 journal article

Preserving Addressability Upon GC-Triggered Data Movements on Non-Volatile Memory

ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, ["19"](2), [""].

By: C. Ye, Y. Xu, X. Shen, H. Jin, X. Liao & Y. Solihin

Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 journal article

General Reuse-Centric CNN Accelerator

IEEE TRANSACTIONS ON COMPUTERS, ["71"](4), ["880–891"].

By: N. Cicek, L. Ning, O. Ozturk & X. Shen

Sources: ORCID, Web Of Science
Added: March 11, 2022

2022 journal article

Exploring Data Analytics Without Decompression on Embedded GPU Systems

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, ["33"](7), ["1553–1568"].

By: Z. Pan, F. Zhang, Y. Zhou, J. Zhai, X. Shen, O. Mutlu, X. Du

Sources: Web Of Science, ORCID
Added: November 23, 2021

2022 journal article

Dynamic logistic regression and variable selection: Forecasting and contextualizing civil unrest

INTERNATIONAL JOURNAL OF FORECASTING, ["38"](2), ["648–661"].

By: J. Bakerman, K. Pazdernik, G. Korkmaz & A. Wilson

Sources: ORCID, Web Of Science
Added: September 4, 2021

2022 journal article

POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, ["33"](2), ["459–475"].

By: F. Zhang, J. Zhai, X. Shen, O. Mutlu & X. Du

Sources: Web Of Science, ORCID
Added: August 16, 2021