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Wei-keng Liao
- > Home > Persons > Wei-keng Liao
Publications
- 2025
- [i16]Kewei Wang, Claire Songhyun Lee, Sunwoo Lee, Vishu Gupta, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-keng Liao:
Multi-Resolution Model Fusion for Accelerating the Convolutional Neural Network Training. CoRR abs/2510.25170 (2025) - 2024
- [c117]Kewei Wang, Yuwei Mao, Mahmudul Hasan, Md Maruf Billah
, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal:
Deep Learning Based Inverse Modeling for Materials Design: From Microstructure and Property to Processing. ICMLA 2024: 236-241 - [c114]Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal:
Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach. ICMLA 2024: 1021-1024 - 2023
- [j33]Vishu Gupta, Kamal Choudhary
, Yuwei Mao, Kewei Wang, Francesca Tavazza, Carelyn Campbell, Wei-keng Liao
, Alok N. Choudhary, Ankit Agrawal
:
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction. J. Chem. Inf. Model. 63(7): 1865-1871 (2023) - 2022
- [j30]Sunwoo Lee
, Kaiyuan Hou
, Kewei Wang, Saba Sehrish
, Marc F. Paterno
, James B. Kowalkowski
, Quincey Koziol
, Robert B. Ross, Ankit Agrawal
, Alok N. Choudhary, Wei-keng Liao
:
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. Parallel Comput. 110: 102877 (2022) - [c107]Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim
, Peter Nugent, Ankit Agrawal
, Alok N. Choudhary, Kesheng Wu
, Wei-Keng Liao
:
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. CCGRID 2022: 404-413 - [c105]Yuwei Mao, Vishu Gupta, Kewei Wang, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification. CSCI 2022: 298-301 - [i14]Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. CoRR abs/2205.01168 (2022) - 2021
- [c101]Sunwoo Lee
, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim
, Ankit Agrawal
, Alok N. Choudhary, Peter Nugent
, Kesheng Wu
, Wei-keng Liao
:
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. HiPC 2021: 322-331
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