Works Published in 2022

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Displaying works 1 - 20 of 21 in total

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

2022 article

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC

2022 IEEE/ACM INTERNATIONAL WORKSHOP ON HPC USER SUPPORT TOOLS (HUST), pp. 29–40.

co-author countries: United States of America 🇺🇸
author keywords: Ontology; Workflow; Synthesis; HPC; FAIR; NLP
Sources: Web Of Science, ORCID
Added: May 9, 2023

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

co-author countries: United States of America 🇺🇸
Sources: Web Of Science, ORCID
Added: April 17, 2023

2022 article

GCD(2) : A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs

2022 55TH ANNUAL IEEE/ACM INTERNATIONAL SYMPOSIUM ON MICROARCHITECTURE (MICRO), pp. 512–529.

By: W. Niu*, J. Guan*, X. Shen n, Y. Wang*, G. Agrawal* & B. Ren*

co-author countries: United States of America 🇺🇸
author keywords: VLIW instruction packing; compiler optimization; deep neural network; mobile devices
Sources: Web Of Science, ORCID
Added: December 12, 2022

2022 article

DREW: Efficient Winograd CNN Inference with Deep Reuse

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

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: data reuse; deep reuse; Winograd; Web systems
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 n & O. Ozturk*

co-author countries: Türkiye 🇹🇷 United States of America 🇺🇸
author keywords: Reuse; deep neural networks; gemm; accelerator
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.

co-author countries: United States of America 🇺🇸
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 n, C. Ye*, Y. Solihin* & X. Shen n

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Non-volatile memory; Persistent memory; Memory management; Garbage collection; Defragmentation
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 n, Z. Nan n & X. Shen n

co-author countries: United States of America 🇺🇸
author keywords: Program synthesis; natural language programming; code editor
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 n, C. Ye*, X. Shen n & Y. Solihin*

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Memory Security; Persistent Memory; Memory Exposure Reduction; Hardware-Software Co-Design
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.

co-author countries: United States of America 🇺🇸
author keywords: Software analytics; hyperparameter optimization; defect prediction; bad smell detection; issue close time; bug reports
Sources: ORCID, Web Of Science
Added: August 16, 2022

2022 article

Improved Parameterized Complexity of Happy Set Problems

ArXiv.

By: Y. Mizutani & B. Sullivan*

Contributors: 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*

Contributors: 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*

co-author countries: Norway 🇳🇴 United States of America 🇺🇸

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

author keywords: Edge editing; Threshold graphs; Parameterized complexity
Source: ORCID
Added: August 6, 2022

2022 article

Gerrymandering Trees: Parameterized Hardness

ArXiv.

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

Contributors: 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.

By: T. Xia n, R. Shu n, X. Shen n & T. Menzies n

co-author countries: United States of America 🇺🇸
author keywords: Estimation; Software; Tools; Optimization; Data models; Task analysis; Mathematical model; Effort estimation; COCOMO; hyperparameter tuning; regression trees; sequential model optimization
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).

co-author countries: China 🇨🇳 United States of America 🇺🇸
author keywords: Persistent memory; garbage collector; memory management
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 n, O. Ozturk* & X. Shen n

co-author countries: Türkiye 🇹🇷 United States of America 🇺🇸
author keywords: Neurons; Hardware; Convolution; Engines; Software; Acceleration; IEEE Senior Members; CNN; reuse-centric; accelerator
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.

co-author countries: Switzerland 🇨🇭 China 🇨🇳 United States of America 🇺🇸
author keywords: Graphics processing units; Embedded systems; Data analysis; Parallel processing; Instruction sets; Optimization; Random access memory; TADOC; embedded GPU systems; compression; data analytics
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 n, K. Pazdernik n, G. Korkmaz* & A. Wilson n

co-author countries: United States of America 🇺🇸
author keywords: Civil unrest; Dynamic logistic regression; Forecasting; Polya-Gamma latent variable; Penalized credible regions
Sources: ORCID, Web Of Science
Added: September 4, 2021

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