Wei-keng Liao
Orcid: 0009-0008-9411-2543
According to our database1,
Wei-keng Liao
authored at least 156 papers
between 1996 and 2024.
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Bibliography
2024
CoRR, 2024
2023
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction.
J. Chem. Inf. Model., April, 2023
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures.
J. Intell. Manuf., 2023
Proceedings of the International Conference for High Performance Computing, 2023
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2023
Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data.
Proceedings of the International Joint Conference on Neural Networks, 2023
A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
2022
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis.
Parallel Comput., 2022
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
J. Parallel Distributed Comput., 2022
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations.
CoRR, 2022
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis.
CoRR, 2022
BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022
Which Deep Learning Framework Should I Use: A Comparative Study For Deep Regression Modeling.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
2021
In situ compression artifact removal in scientific data using deep transfer learning and experience replay.
Mach. Learn. Sci. Technol., 2021
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards.
J. Heal. Informatics Res., 2021
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design.
CoRR, 2021
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation.
IEEE Trans. Parallel Distributed Syst., 2020
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2020
Proceedings of the International Conference for High Performance Computing, 2020
Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Parallel Comput., 2019
CoRR, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns.
Proceedings of the International Joint Conference on Neural Networks, 2019
Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations.
CoRR, 2018
Proceedings of the High Performance Computing - 33rd International Conference, 2018
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era.
Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018
Proceedings of the 25th European MPI Users' Group Meeting, 2018
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Reducing I/O variability using dynamic I/O path characterization in petascale storage systems.
J. Supercomput., 2017
A flexible I/O arbitration framework for netCDF-based big data processing workflows on high-end supercomputers.
Concurr. Comput. Pract. Exp., 2017
Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
2016
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication.
Proceedings of the High Performance Computing - 31st International Conference, 2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems.
J. Supercomput., 2015
Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection.
Internet Math., 2015
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015
2014
High performance data clustering: a comparative analysis of performance for GPU, RASC, MPI, and OpenMP implementations.
J. Supercomput., 2014
Supercomput. Front. Innov., 2014
Proceedings of the International Conference for High Performance Computing, 2014
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014
2013
Proceedings of the Algorithms and Models for the Web Graph - 10th International Workshop, 2013
Proceedings of the International Conference for High Performance Computing, 2013
Improving collective I/O performance by pipelining request aggregation and file access.
Proceedings of the 20th European MPI Users's Group Meeting, 2013
A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective.
Proceedings of the 2nd International Workshop on Big Data, 2013
Proceedings of the IJCAI 2013, 2013
Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power.
BMC Bioinform., 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the Transition of HPC Towards Exascale Computing, 2012
Proceedings of the 19th International Conference on High Performance Computing, 2012
On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions.
Proceedings of the 2012 International Green Computing Conference, 2012
2011
Design and Evaluation of MPI File Domain Partitioning Methods under Extent-Based File Locking Protocol.
IEEE Trans. Parallel Distributed Syst., 2011
Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing.
Bioinform., 2011
Proceedings of the Recent Advances in the Message Passing Interface, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Efficient pairwise statistical significance estimation for local sequence alignment using GPU.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
Supporting computational data model representation with high-performance I/O in parallel netCDF.
Proceedings of the 18th International Conference on High Performance Computing, 2011
Mining millions of reviews: a technique to rank products based on importance of reviews.
Proceedings of the 13th International Conference on Electronic Commerce, 2011
2010
A Scalable Message Passing Interface Implementation of an Ad-Hoc Parallel I/o system.
Int. J. High Perform. Comput. Appl., 2010
Proceedings of the Recent Advances in the Message Passing Interface, 2010
High Performance Data Clustering: A Comparison Analysis of Performance for GPU, RASC, MPI, and OpenMP Implementation.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2010
Proceedings of the IEEE 26th Symposium on Mass Storage Systems and Technologies, 2010
pFANGS: Parallel high speed sequence mapping for Next Generation 454-roche Sequencing reads.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O.
Proceedings of the ICPP 2009, 2009
Proceedings of the 16th International Conference on High Performance Computing, 2009
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009
2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008
Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008
2007
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007
Int. J. High Perform. Comput. Appl., 2007
Using MPI file caching to improve parallel write performance for large-scale scientific applications.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Improving MPI Independent Write Performance Using A Two-Stage Write-Behind Buffering Method.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
2006
IEEE Trans. Parallel Distributed Syst., 2006
ACM Trans. Storage, 2006
Future Gener. Comput. Syst., 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006
2005
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing.
J. Supercomput., 2005
Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation.
J. Parallel Distributed Comput., 2005
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005
2004
Int. J. High Perform. Comput. Netw., 2004
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
2003
A high-performance application data environment for large-scale scientific computations.
IEEE Trans. Parallel Distributed Syst., 2003
Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003
Design and Evaluation of a Parallel HOP Clustering Algorithm for Cosmological Simulation.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003
Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads.
Proceedings of the Computational Science - ICCS 2003, 2003
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003
2002
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002
2001
Proceedings of the International Database Engineering & Applications Symposium, 2001
2000
Design, implementation and evaluation of parallel pipelined STAP on parallel computers.
IEEE Trans. Aerosp. Electron. Syst., 2000
Data management for large-scale scientific computations in high performance distributed systems.
Clust. Comput., 2000
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000
Proceedings of the 14th international conference on Supercomputing, 2000
Proceedings of the High Performance Computing, 2000
1999
Multi-Threaded Design and Implementation of Parallel Pipelined STAP on Parallel Computers with SMP Nodes.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999
I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers.
Proceedings of the High Performance Computing, 1999
1998
Design, Implementation and Evaluation of Parallel Pipelined STAP on Parallel Computers.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998
1996
Dynamic Alignment and Distribution of Irregularly Coupled Data Arrays for Scalable Parallelization of Particle-in-Cell Problems.
Proceedings of IPPS '96, 1996