Hui Guan

Works (5)

Updated: July 5th, 2023 15:15

2021 journal article

An Automatic Synthesizer of Advising Tools for High Performance Computing

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 32(2), 330–341.

By: H. Guan*, X. Shen n  & H. Krim n 

author keywords: Tools; Optimization; Programming; Syntactics; Semantics; Guidelines; Natural language processing; Performance tools; natural language processing; code optimization
topics (OpenAlex): Parallel Computing and Optimization Techniques; Topic Modeling; Software Engineering Research
TL;DR: Egeria is built based on a distinctive multi-layered design that leverages natural language processing (NLP) techniques and extends them with HPC-specific knowledge and considerations and can retrieve relevant optimization knowledge for optimization questions. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
4. Quality Education (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: September 28, 2020

2019 article

Adaptive Deep Reuse: Accelerating CNN Training on the Fly

2019 IEEE 35TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2019), pp. 1538–1549.

By: L. Ning n, H. Guan n & X. Shen n 

author keywords: CNN; neuron vector; similarity; training; adaptive; deep reuse
topics (OpenAlex): Advanced Neural Network Applications; Advanced Image and Video Retrieval Techniques; Video Surveillance and Tracking Methods
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: August 19, 2019

2018 article

Reuse-Centric K-Means Configuration

2018 IEEE 34TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), pp. 1224–1227.

By: H. Guan n, Y. Ding n, X. Shen n  & H. Krim n 

topics (OpenAlex): Data Mining Algorithms and Applications; Data Stream Mining Techniques; Face and Expression Recognition
TL;DR: A set of novel techniques are presented, including reuse-based filtering, center reuse, and a two-phase design to capitalize on the reuse opportunities on three levels: validation, k, and feature sets, to accelerate k-means configuration. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: November 11, 2019

2017 conference paper

Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction

ACM SIGPLAN Notices, 52(6), 33–48.

By: Y. Ding n, L. Ning n, H. Guan n & X. Shen n 

topics (OpenAlex): Metaheuristic Optimization Algorithms Research; Machine Learning and Algorithms; Advanced Image and Video Retrieval Techniques
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018

2016 conference paper

A topological collapse for document summarization

Ieee international workshop on signal processing advances in wireless, 2016-August.

By: H. Guan*, W. Tang*, H. Krim* , J. Keiser, A. Rindos* & R. Sazdanovic n 

Contributors: H. Guan*, W. Tang*, H. Krim* , J. Keiser, A. Rindos* & R. Sazdanovic n 

topics (OpenAlex): Advanced Text Analysis Techniques; Data Visualization and Analytics
TL;DR: DoCollapse is proposed, a topological collapse-based unsupervised keyphrase extraction method that relies on networking document by semantic relatedness of candidate keyphrases to facilitate final keyphrase selection. (via Semantic Scholar)
Sources: NC State University Libraries, ORCID, NC State University Libraries
Added: August 6, 2018

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