Staff information

PNNL Publications

2025

• Abebe W.M., J.F. Strube, L. Guo, N.R. Tallent, O. Bel, S.R. Spurgeon, and C.M. Doty, et al. 2025. "SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation." Computational Materials Science 246, no. _:Art. No. 113400. PNNL-SA-194572. doi:10.1016/j.commatsci.2024.113400

2024

• Ashraf R.A., L. Guo, H. Lee, and N.R. Tallent. 2024. "Identifying Outliers in AI-based Image Compression." In IEEE International Conference on Big Data (BigData 2024), December 15-18, 2024, Washington, D.C., 8611-8613. Los Alamitos, California:IEEE Computer Society. PNNL-SA-204518. doi:10.1109/BigData62323.2024.10825013
• Fu X., S. Meng, W. Zhang, L. Guo, K. Sato, D.H. Ahn, and I. Laguna, et al. 2024. "Distributed Order Recording Techniques for Efficient Record-and-Replay of Multi-threaded Programs." In IEEE International Conference on Cluster Computing (CLUSTER 2024), September 24-27, 2024, Kobe, Japan, 27-38. Piscataway, New Jersey:IEEE. PNNL-SA-204759. doi:10.1109/CLUSTER59578.2024.00010
• Fu X., W. Zhang, S. Meng, X. Huang, W. Xu, L. Guo, and K. Sato. 2024. "AutoCheck: Automatically Identifying Variables for Checkpointing by Data Dependency Analysis." In International Conference for High Performance Computing, Networking, Storage and Analysis (SC 24), November 17-22, 2024, Atlanta, GA, 1-16. Piscataway, New Jersey:IEEE. PNNL-SA-204756. doi:10.1109/SC41406.2024.00105
• Fu X., X. Huang, W. Xu, W. Zhang, S. Meng, L. Guo, and K. Sato. 2024. "Benchmarking Variables for Checkpointing in HPC Applications." In IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2024), May 27-31, 2024, San Francisco, CA, 406-413. Piscataway, New Jersey:IEEE. PNNL-SA-204757. doi:10.1109/IPDPSW63119.2024.00090
• Guo L., M. Tang, H. Lee, J.S. Firoz, and N.R. Tallent. 2024. "Improving I/O-aware Workflow Scheduling via Data Flow Characterization and trade-off Analysis." In IEEE International Conference on Big Data (BigData 2024), December 15-18, 2024, Washington, D.C., 3674-3681. Piscataway, New Jersey:IEEE. PNNL-SA-205879. doi:10.1109/BigData62323.2024.10825855
• Huang X., W. Xu, S. Meng, W. Zhang, X. Fu, L. Guo, and K. Sato. 2024. "Scrutinizing Variables for Checkpoint Using Automatic Differentiation." In Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2024-W), November 17-22, 2024, Atlanta, GA, 372-379. Piscataway, New Jersey:IEEE. PNNL-SA-204754. doi:10.1109/SCW63240.2024.00056
• Naraparaju R., T. Zhao, Y. Hu, D. Zhao, L. Guo, and N.R. Tallent. 2024. "Shifting Between Compute and Memory Bounds: A Compression-Enabled Roofline Model." In SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, November 17-22, 2024, Atlanta, GA, 309-316. Piscataway, New Jersey:IEEE. PNNL-SA-203969. doi:10.1109/SCW63240.2024.00047
• Tang M., J. Cernuda, J. Ye, L. Guo, N.R. Tallent, A. Kougkas, and X. Sun. 2024. "DaYu: Optimizing Distributed Scientific Workflows by Decoding Dataflow Semantics and Dynamics." In IEEE International Conference on Cluster Computing (CLUSTER 2024), September 24-27, 2024, Kobe, Japan, 357-369. Piscataway, New Jersey:IEEE. PNNL-SA-201286. doi:10.1109/CLUSTER59578.2024.00038
• Xu W., X. Huang, S. Meng, W. Zhang, L. Guo, and K. Sato. 2024. "An Efficient Checkpointing System for Large Machine Learning Model Training." In SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, November 17-22, 2024, Atlanta, GA, 896-900. Piscataway, New Jersey:IEEE. PNNL-SA-204755. doi:10.1109/SCW63240.2024.00127

2023

• Gioiosa R., E. Apra, A. Marquez, A.R. Panyala, R.A. Ashraf, and L. Guo. 2023. Navier: Dataflow Architecture for Computation Chemistry. PNNL-34901. Richland, WA: Pacific Northwest National Laboratory. Navier: Dataflow Architecture for Computation Chemistry
• Peng Z., R.A. Ashraf, L. Guo, R. Tian, and G. Kestor. 2023. "Automatic Code Generation for High-Performance Graph Algorithms." In 32nd International Conference on Parallel Architectures and Compilation Techniques (PACT 2023), October 21-25, 2023, Vienna, Austria, 14-26. Piscataway, New Jersey:IEEE. PNNL-SA-182313. doi:10.1109/PACT58117.2023.00010

2021

• Tian R., L. Guo, J. Li, B. Ren, and G. Kestor. 2021. "A High Performance Sparse Tensor Algebra Compiler in MLIR." In IEEE/ACM 7th Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC 2021), November 14, 2021, St. Louis, MO, 27-38. Piscataway, New Jersey:IEEE. PNNL-SA-168094. doi:10.1109/LLVMHPC54804.2021.00009