Uniform Algorithms for Reduce-Scatter and (Most) Other Collectives for MPI Publications 2023 IEEE International Conference on Cluster Computing (CLUSTER)
I/O Burst Prediction for HPC Clusters Using Darshan Logs Publications 2023 IEEE 19th International Conference on e-Science (e-Science)
FreeTrain: A Framework to Utilize Unused Supercomputer Nodes for Training Neural Networks Publications 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
Developing Distributed High-Performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis Publications 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
Generalized Collective Algorithms for the Exascale Era Publications 2023 IEEE International Conference on Cluster Computing (CLUSTER)
AI-Assisted Automated Workflow for Real-Time X-ray Ptychography Data Analysis via Federated Resources Publications Electronic Imaging
End-to-End AI Framework for Interpretable Prediction of Molecular and Crystal Properties Publications Machine Learning: Science and Technology
Learning Local Equivariant Representations for Large-Scale Atomistic Dynamics Publications Nature Communications
Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization Publications 2023 IEEE 19th International Conference on e-Science (e-Science)