Seung-Hwan Lim Research Scientist Contact lims1@ornl.gov | 865.574.1475 All Publications Scaling neural simulations in STACS... Explaining Neural Spike Activity for Simulated Bio-plausible Network through Deep Sequence Learning Efficient graph representation framework for chemical molecule similarity tasks... Attention for Causal Relationship Discovery from Biological Neural Dynamics Knowledge-Informed Uncertainty-Aware Machine Learning for Time Series Forecasting of Dynamical Engineered Systems UnifyFS: A User-level Shared File System for Unified Access to Distributed Local Storage Neuromorphic Computing for Scientific Applications Augmenting Graph Convolution with Distance Preserving Embedding for Improved Learning Semi-Supervised Graph Structure Learning on Neuromorphic Computers... Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing Community Fabric: Visualizing Communities and Structure in Dynamic Networks... Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments... Visual Understanding of COVID-19 Knowledge Graph for Predictive Analysis... Versatile feature learning with graph convolutions and graph structures... Revisit the Scalability of Deep Auto-Regressive Models for Graph Generation... An Integrated Indexing and Search Service for Distributed File Systems... Toward Large-Scale Image Segmentation on Summit... Understanding the Interplay between Hardware Errors and User Job Characteristics on the Titan Supercomputer... MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC Systems... FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks... Exascale Deep Learning to Accelerate Cancer Research In-Place Zero-Space Memory Protection for CNN... A Quantitative Study of Deep Learning Training on Heterogeneous Supercomputers... Wootz: a compiler-based framework for fast CNN pruning via composability... SORA: Scalable Overlap-graph Reduction Algorithms for Genome Assembly using Apache Spark in the Cloud... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last » Key Links ORCID Organizations Computing and Computational Sciences Directorate Computer Science and Mathematics Division Mathematics in Computation Section Discrete Algorithms Group
