Wei-keng Liao
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
68
Venues
24
Active years
1999–2025
Best venue rank
A*
Where they publish
- ASC12 papers
- NationalHiPC9 papers
- CCLUSTER6 papers
- BIJCNN5 papers
- A*ICDM4 papers
- ACIKM3 papers
- CICMLA3 papers
- ASDM3 papers
- A*KDD3 papers
- BCCGRID2 papers
- AHPDC2 papers
- MulticonferenceICCS2 papers
- BICPP2 papers
- CIDEAS2 papers
- CICPRAM1 paper
- BICPR1 paper
- BDSAA1 paper
- A*IJCAI1 paper
- CWAW1 paper
- A*SIGIR1 paper
- NationalPDPTA1 paper
- BICPADS1 paper
- BPAKDD1 paper
- AICS1 paper
Papers
68 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | SC | Parallel Data Object Creation: Scalable Metadata Management in Parallel I/O Library. | Youjia Li, Robert Latham, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2024 | CIKM | Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization. | Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis, Wei-keng Liao, Vinayak P. Dravid, Alok N. Choudhary, Ankit Agrawal |
| 2024 | ICMLA | Combining Transfer Learning and Representation Learning to Improve Predictive Analytics on Small Materials Data. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2024 | ICMLA | Enhancing Deep Neural Network Classification Performance Through Novel Weight Initialization: t-SNE Supported Walsh Matrix Approach. | Muhammed Nur Talha Kilic, Vishu Gupta, Yuwei Mao, Kewei Wang, Alec Peltekian, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2024 | ICMLA | Tackling the Nonlinearity Problem in Inverse Modeling: Mixture Density Network-Backed Quantized AutoEncoder. | Muhammed Nur Talha Kilic, Yuwei Mao, Vishu Gupta, Alok N. Choudhary, Wei-keng Liao, Ankit Agrawal |
| 2023 | IJCNN | Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2023 | IJCNN | AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations. | Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2022 | SDM | BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties. | Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2021 | HiPC | Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. | Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao |
| 2021 | ICPRAM | Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. | Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal |
| 2020 | CCGRID | Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. | Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu |
| 2020 | ICPR | Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Akita Mitsutoshi, Hiroaki Takahashi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2020 | SC | Improving all-to-many personalized communication in two-phase I/O. | Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2019 | DSAA | A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes. | Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal |
| 2019 | ICDM | Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials. | Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns. | Dipendra Jha, Aaron Gilad Kusne, Reda Al-Bahrani, Nam Nguyen, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening. | Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | IJCNN | Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. | Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2019 | KDD | IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery. | Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2018 | HPDC | Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues. | Rajkumar Kettimuthu, Zhengchun Liu, Ian T. Foster, Peter H. Beckman, Alex Sim, Kesheng Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, Alok N. Choudhary |
| 2018 | SC | Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. | Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao |
| 2017 | HiPC | Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication. | Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao |
| 2017 | HiPC | Building Halo Merger Trees from the Q Continuum Simulation. | Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2016 | CIKM | A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy. | Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2016 | HiPC | Parallel Implementation of Lossy Data Compression for Temporal Data Sets. | Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2016 | ICCS | AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets. | Esteban Rangel, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, William Hendrix |
| 2014 | KDD | Enhancing Financial Decision-Making Using Social Behavior Modeling. | Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2014 | SC | NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. | Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2013 | CIKM | Mining diabetes complication and treatment patterns for clinical decision support. | Lu Liu, Jie Tang, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2013 | CLUSTER | Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload. | Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary |
| 2013 | IJCAI | Forecast Oriented Classification of Spatio-Temporal Extreme Events. | Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary |
| 2013 | KDD | Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. | Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary |
| 2013 | SC | Scalable parallel OPTICS data clustering using graph algorithmic techniques. | Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary |
| 2013 | WAW | Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs. | Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary |
| 2012 | HiPC | Parallel hierarchical clustering on shared memory platforms. | William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2012 | SIGIR | Sentiment identification by incorporating syntax, semantics and context information. | Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2012 | SC | IOPin: Runtime Profiling of Parallel I/O in HPC Systems. | Seong Jo Kim, Seung Woo Son, Wei-keng Liao, Mahmut T. Kandemir, Rajeev Thakur, Alok N. Choudhary |
| 2012 | SC | A new scalable parallel DBSCAN algorithm using the disjoint-set data structure. | Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary |
| 2011 | HiPC | Supporting computational data model representation with high-performance I/O in parallel netCDF. | Kui Gao, Chen Jin, Alok N. Choudhary, Wei-keng Liao |
| 2011 | ICDM | Learning to Group Web Text Incorporating Prior Information. | Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | Community Dynamics and Analysis of Decadal Trends in Climate Data. | William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary |
| 2011 | ICDM | SES: Sentiment Elicitation System for Social Media Data. | Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary |
| 2010 | PDPTA | High Performance Data Clustering: A Comparison Analysis of Performance for GPU, RASC, MPI, and OpenMP Implementation. | Luobin Yang, Steve C. Chiu, Wei-keng Liao, Michael Thomas |
| 2009 | CLUSTER | Combining I/O operations for multiple array variables in parallel netCDF. | Kui Gao, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Robert Latham |
| 2009 | HiPC | Detailed analysis of I/O traces for large scale applications. | Nithin Nakka, Alok N. Choudhary, Wei-keng Liao, Lee Ward, Ruth Klundt, Marlow I. Weston |
| 2009 | ICPP | Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. | Kui Gao, Wei-keng Liao, Arifa Nisar, Alok N. Choudhary, Robert B. Ross, Robert Latham |
| 2009 | SDM | High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic. | Arifa Nisar, Waseem Ahmad, Wei-keng Liao, Alok N. Choudhary |
| 2008 | ICPADS | AHPIOS: An MPI-Based Ad Hoc Parallel I/O System. | Florin Isaila, Javier Garca Blas, Jess Carretero, Wei-keng Liao, Alok N. Choudhary |
| 2008 | SC | Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols. | Wei-keng Liao, Alok N. Choudhary |
| 2008 | SC | Scaling parallel I/O performance through I/O delegate and caching system. | Arifa Nisar, Wei-keng Liao, Alok N. Choudhary |
| 2007 | SC | Noncontiguous locking techniques for parallel file systems. | Avery Ching, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Lee Ward |
| 2007 | SC | Using MPI file caching to improve parallel write performance for large-scale scientific applications. | Wei-keng Liao, Avery Ching, Kenin Coloma, Arifa Nisar, Alok N. Choudhary, Jacqueline Chen, Ramanan Sankaran, Scott Klasky |
| 2006 | CLUSTER | A New Flexible MPI Collective I/O Implementation. | Kenin Coloma, Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, Rajeev Thakur, Lee Ward |
| 2006 | SDM | Mining Frequent Patterns by Differential Refinement of Clustered Bitmaps. | Jianwei Li, Alok N. Choudhary, Nan Jiang, Wei-keng Liao |
| 2005 | HPDC | Collective caching: application-aware client-side file caching. | Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward, Eric Russell, Sonja Tideman |
| 2005 | IDEAS | Design and Evaluation of Database Layouts for MEMS-Based Storage Systems. | Jayaprakash Pisharath, Wei-keng Liao, Alok N. Choudhary |
| 2005 | PAKDD | A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets. | Ying Liu, Wei-keng Liao, Alok N. Choudhary |
| 2003 | CCGRID | Noncontiguous I/O Accesses Through MPI-IO. | Avery Ching, Alok N. Choudhary, Kenin Coloma, Wei-keng Liao, Robert B. Ross, William Gropp |
| 2003 | CLUSTER | Efficient Structured Data Access in Parallel File Systems. | Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William D. Gropp |
| 2003 | ICCS | Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads. | Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary |
| 2003 | ICPP | Scalable Implementations of MPI Atomicity for Concurrent Overlapping I/O. | Wei-keng Liao, Alok N. Choudhary, Kenin Coloma, George K. Thiruvathukal, Lee Ward, Eric Russell, Neil Pundit |
| 2003 | SC | Parallel netCDF: A High-Performance Scientific I/O Interface. | Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham, Andrew R. Siegel, Brad Gallagher, Michael Zingale |
| 2002 | CLUSTER | Noncontiguous I/O through PVFS. | Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp |
| 2002 | CLUSTER | I/O Analysis and Optimization for an AMR Cosmology Application. | Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Valerie E. Taylor |
| 2001 | IDEAS | An Integrated Graphical User Interface for High Performance Distributed Computing. | Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary |
| 2000 | HiPC | Meta-data Management System for High-Performance Large-Scale Scientific Data Access. | Wei-keng Liao, Xiaohui Shen, Alok N. Choudhary |
| 2000 | ICS | A novel application development environment for large-scale scientific computations. | Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir, Sachin More, George K. Thiruvathukal, Arti Singh |
| 1999 | HiPC | I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers. | Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney |