Chunhua Liao

Orcid: 0000-0001-6477-0547

According to our database1, Chunhua Liao authored at least 94 papers between 2004 and 2024.

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Bibliography

2024
Enhancing Performance Through Control-Flow Unmerging and Loop Unrolling on GPUs.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023
Crop NDVI time series construction by fusing Sentinel-1, Sentinel-2, and environmental data with an ensemble-based framework.
Comput. Electron. Agric., December, 2023

Corn Phenology Detection Using the Derivative Dynamic Time Warping Method and Sentinel-2 Time Series.
Remote. Sens., July, 2023

MS4D-Net: Multitask-Based Semi-Supervised Semantic Segmentation Framework with Perturbed Dual Mean Teachers for Building Damage Assessment from High-Resolution Remote Sensing Imagery.
Remote. Sens., January, 2023

Understanding the Spatial-Temporal Characteristics of Land Subsidence in Shenzhen under Rapid Urbanization Based on MT-InSAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Towards Zero Memory Footprint Spiking Neural Network Training.
CoRR, 2023

Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought.
CoRR, 2023

DataRaceBench V1.4.1 and DataRaceBench-ML V0.1: Benchmark Suites for Data Race Detection.
CoRR, 2023

Creating a Dataset for High-Performance Computing Code Translation: A Bridge Between HPC Fortran and C++.
CoRR, 2023

Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models.
CoRR, 2023

Machine Learning-Driven Adaptive OpenMP For Portable Performance on Heterogeneous Systems.
CoRR, 2023

HPC-GPT: Integrating Large Language Model for High-Performance Computing.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Data Race Detection Using Large Language Models.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

LM4HPC: Towards Effective Language Model Application in High-Performance Computing.
Proceedings of the OpenMP: Advanced Task-Based, Device and Compiler Programming, 2023

Creating a Dataset for High-Performance Computing Code Translation using LLMs: A Bridge Between OpenMP Fortran and C++.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Early Crop Classification Based on Historical Annual Crop Inventory Data and Remote Sensing Data.
Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022
Enhancement of Urban Floodwater Mapping From Aerial Imagery With Dense Shadows via Semisupervised Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Automatic inspection of program state in an uncooperative environment.
Softw. Pract. Exp., 2022

ClassHyPer: ClassMix-Based Hybrid Perturbations for Deep Semi-Supervised Semantic Segmentation of Remote Sensing Imagery.
Remote. Sens., 2022

Towards Seamless Management of AI Models in High-Performance Computing.
CoRR, 2022

XUnified: A Framework for Guiding Optimal Use of GPU Unified Memory.
IEEE Access, 2022

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study.
Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022

Generating and Analyzing Program Call Graphs using Ontology.
Proceedings of the IEEE/ACM Workshop on Programming and Performance Visualization Tools, 2022

Modeling optimization of stencil computations via domain-level properties.
Proceedings of the PMAM@PPoPP 2022: Proceedings of the Thirteenth International Workshop on Programming Models and Applications for Multicores and Manycores, Virtual Event / Seoul, Republic of Korea, April 2, 2022

Extending OpenMP to Support Automated Function Specialization Across Translation Units.
Proceedings of the OpenMP in a Modern World: From Multi-device Support to Meta Programming, 2022

Interactive NLU-Powered Ontology-Based Workflow Synthesis for FAIR Support of HPC.
Proceedings of the IEEE/ACM International Workshop on HPC User Support Tools, 2022

Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines.
Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

Early Experience with Transformer-Based Similarity Analysis for DataRaceBench.
Proceedings of the Sixth IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2022

2021
Crop Height Estimation of Corn from Multi-Year RADARSAT-2 Polarimetric Observables Using Machine Learning.
Remote. Sens., 2021

Crop Monitoring and Classification Using Polarimetric RADARSAT-2 Time-Series Data Across Growing Season: A Case Study in Southwestern Ontario, Canada.
Remote. Sens., 2021

Extraction of Areas of Rice False Smut Infection Using UAV Hyperspectral Data.
Remote. Sens., 2021

Extending OpenMP for Machine Learning-Driven Adaptation.
Proceedings of the Accelerator Programming Using Directives - 8th International Workshop, 2021

RDS: a cloud-based metaservice for detecting data races in parallel programs.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6, 2021

HPCFAIR: Enabling FAIR AI for HPC Applications.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance Computing.
Proceedings of the IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2021

CUDAMicroBench: Microbenchmarks to Assist CUDA Performance Programming.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

High-Precision Evaluation of Both Static and Dynamic Tools using DataRaceBench.
Proceedings of the 5th IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2021

Deep NLP-based co-evolvement for synthesizing code analysis from natural language.
Proceedings of the CC '21: 30th ACM SIGPLAN International Conference on Compiler Construction, 2021

2020
A New Model for Transfer Learning-Based Mapping of Burn Severity.
Remote. Sens., 2020

Using UAV-Based SOPC Derived LAI and SAFY Model for Biomass and Yield Estimation of Winter Wheat.
Remote. Sens., 2020

Synergistic Use of Multi-Temporal RADARSAT-2 and VENµS Data for Crop Classification Based on 1D Convolutional Neural Network.
Remote. Sens., 2020

Using Machine Learning for Estimating Rice Chlorophyll Content from In Situ Hyperspectral Data.
Remote. Sens., 2020

Enhancing DataRaceBench for Evaluating Data Race Detection Tools.
Proceedings of the 4th IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2020

Extending FreeCompilerCamp.org as an Online Self-Learning Platform for Compiler Development.
Proceedings of the IEEE/ACM Workshop on Education for High-Performance Computing, 2020

XPlacer: Automatic Analysis of Data Access Patterns on Heterogeneous CPU/GPU Systems.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Estimating Chlorophyll Content of Rice Based on UAV-Based Hyperspectral Imagery and Continuous Wavelet Transform.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

AutoParBench: a unified test framework for OpenMP-based parallelizers.
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

2019
On the Use of Neumann Decomposition for Crop Classification Using Multi-Temporal RADARSAT-2 Polarimetric SAR Data.
Remote. Sens., 2019

Machine Learning Guided Optimal Use of GPU Unified Memory.
Proceedings of the 2019 IEEE/ACM Workshop on Memory Centric High Performance Computing, 2019


Exploring Regression of Data Race Detection Tools Using DataRaceBench.
Proceedings of the 2019 IEEE/ACM 3rd International Workshop on Software Correctness for HPC Applications (Correctness), 2019

Ompparser: A Standalone and Unified OpenMP Parser.
Proceedings of the OpenMP: Conquering the Full Hardware Spectrum, 2019

Extending OpenMP Metadirective Semantics for Runtime Adaptation.
Proceedings of the OpenMP: Conquering the Full Hardware Spectrum, 2019

Opera: Similarity Analysis on Data Access Patterns of OpenMP Tasks to Optimize Task Affinity.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Corn Biomass Estimation Using Sentinel-2 and VENµS Data Based on A Simple Light Use Efficiency Method.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Using Polyhedral Analysis to Verify OpenMP Applications are Data Race Free.
Proceedings of the 2nd IEEE/ACM International Workshop on Software Correctness for HPC Applications, 2018

Data Placement Optimization in GPU Memory Hierarchy using Predictive Modeling.
Proceedings of the Workshop on Memory Centric High Performance Computing, 2018

Is Data Placement Optimization Still Relevant on Newer GPUs?
Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018

Bridging the gap between deep learning and sparse matrix format selection.
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

A Semantics-Driven Approach to Improving DataRaceBench's OpenMP Standard Coverage.
Proceedings of the Evolving OpenMP for Evolving Architectures, 2018

Runtime and Memory Evaluation of Data Race Detection Tools.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Verification, 2018

2017
A Spatio-Temporal Data Fusion Model for Generating NDVI Time Series in Heterogeneous Regions.
Remote. Sens., 2017

DataRaceBench: a benchmark suite for systematic evaluation of data race detection tools.
Proceedings of the International Conference for High Performance Computing, 2017

POSTER: An Infrastructure for HPC Knowledge Sharing and Reuse.
Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Directive-based tile abstraction to distribute loops on accelerators.
Proceedings of the General Purpose GPUs, 2017

POSTER: Bridging the Gap Between Deep Learning and Sparse Matrix Format Selection.
Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017

2016
Automatically Optimizing Stencil Computations on Many-Core NUMA Architectures.
Proceedings of the Languages and Compilers for Parallel Computing, 2016

A Proposal to OpenMP for Addressing the CPU Oversubscription Challenge.
Proceedings of the OpenMP: Memory, Devices, and Tasks, 2016

Evaluation of spatio-temporal data fusion methods for generating NDVI time series in cropland areas.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Pragma-Controlled Source-to-Source Code Transformations for Robust Application Execution.
Proceedings of the Euro-Par 2016: Parallel Processing Workshops, 2016

Towards Ontology-Based Program Analysis.
Proceedings of the 30th European Conference on Object-Oriented Programming, 2016

2015
HBTM: A Heartbeat-based Behavior Detection Mechanism for POSIX Threads and OpenMP Applications.
CoRR, 2015

Enhancing domain specific language implementations through ontology.
Proceedings of the 5th International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing, 2015

Supporting multiple accelerators in high-level programming models.
Proceedings of the Sixth International Workshop on Programming Models and Applications for Multicores and Manycores, 2015

Experiences of Using the OpenMP Accelerator Model to Port DOE Stencil Applications.
Proceedings of the OpenMP: Heterogenous Execution and Data Movements, 2015

2014
An Automated Performance-Aware Approach to Reliability Transformations.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

2013
An IconMap-based exploratory analytical approach for multivariate geospatial data.
Sci. China Inf. Sci., 2013

Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Early Experiences with the OpenMP Accelerator Model.
Proceedings of the OpenMP in the Era of Low Power Devices and Accelerators, 2013

Symbolic Analysis of Concurrency Errors in OpenMP Programs.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

2012
Auto-scoping for OpenMP Tasks.
Proceedings of the OpenMP in a Heterogeneous World - 8th International Workshop on OpenMP, 2012

An OpenMP Analyzer for Detecting Concurrency Errors.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

ROSE: : FTTransform - A source-to-source translation framework for exascale fault-tolerance research.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2012

Studying the impact of application-level optimizations on the power consumption of multi-core architectures.
Proceedings of the Computing Frontiers Conference, CF'12, 2012

2011
Auto-tuning full applications: A case study.
Int. J. High Perform. Comput. Appl., 2011

2010
Semantic-Aware Automatic Parallelization of Modern Applications Using High-Level Abstractions.
Int. J. Parallel Program., 2010

A ROSE-Based OpenMP 3.0 Research Compiler Supporting Multiple Runtime Libraries.
Proceedings of the Beyond Loop Level Parallelism in OpenMP: Accelerators, 2010

2009
Effective Source-to-Source Outlining to Support Whole Program Empirical Optimization.
Proceedings of the Languages and Compilers for Parallel Computing, 2009

Extending Automatic Parallelization to Optimize High-Level Abstractions for Multicore.
Proceedings of the Evolving OpenMP in an Age of Extreme Parallelism, 2009

2007
OpenUH: an optimizing, portable OpenMP compiler.
Concurr. Comput. Pract. Exp., 2007

Invited Paper: A Compile-time Cost Model for OpenMP.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2005
Evaluating OpenMP on Chip MultiThreading Platforms.
Proceedings of the OpenMP Shared Memory Parallel Programming - International Workshops, 2005

2004
Dragon: A Static and Dynamic Tool for OpenMP.
Proceedings of the Shared Memory Parallel Programming with OpenMP, 2004

A Tool to Display Array Access Patterns in OpenMP Programs.
Proceedings of the Applied Parallel Computing, 2004


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