2025
Approximate Tree Completion and Learning-Augmented Algorithms for Metric Minimum Spanning Trees.
CoRR, February, 2025
2024
Correspondence of NNGP Kernel and the Matern Kernel.
CoRR, 2024
NEO-DNND: Communication-Optimized Distributed Nearest Neighbor Graph Construction.
Proceedings of the SC24-W: Workshops of the International Conference for High Performance Computing, 2024
2023
Embracing Irregular Parallelism in HPC with YGM.
Proceedings of the International Conference for High Performance Computing, 2023
Towards A Massive-scale Distributed Neighborhood Graph Construction.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
2022
Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization.
CoRR, 2022
Fast Gaussian Process Posterior Mean Prediction via Local Cross Validation and Precomputation.
CoRR, 2022
Massive-Scale Distributed Triangle Computation and Applications.
Proceedings of the Massive Graph Analytics, 2022
2021
TriPoll: computing surveys of triangles in massive-scale temporal graphs with metadata.
Proceedings of the International Conference for High Performance Computing, 2021
2020
DegreeSketch: Distributed Cardinality Sketches on Massive Graphs with Applications.
CoRR, 2020
Kronecker Graph Generation with Ground Truth for 4-Cycles and Dense Structure in Bipartite Graphs.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020
Scaling Graph Clustering with Distributed Sketches.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020
Reinforcement Learning via Gaussian Processes with Neural Network Dual Kernels.
Proceedings of the IEEE Conference on Games, 2020
2019
Online and Scalable Adaptive Cyber Defense.
Proceedings of the Adversarial and Uncertain Reasoning for Adaptive Cyber Defense, 2019
Distributed Kronecker Graph Generation with Ground Truth of Many Graph Properties.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019
You've Got Mail (YGM): Building Missing Asynchronous Communication Primitives.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019
One Quadrillion Triangles Queried on One Million Processors.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019
2018
A Quantitative Framework to Model Advanced Persistent Threats.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018
Estimating Edge-Local Triangle Count Heavy Hitters in Edge-Linear Time and Almost-Vertex-Linear Space.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018
2015
Agent-based simulation in support of moving target cyber defense technology development and evaluation.
Proceedings of the 18th Symposium on Communications & Networking, 2015
2014
Latent community discovery through enterprise user search query modeling.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014
Characterizing Latent User Interests on Enterprise Networks.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
2013
Utility discounting explains informational website traffic patterns before a hurricane.
Proceedings of the 22nd International World Wide Web Conference, 2013
An Expectation Maximization Approach to Detecting Compromised Remote Access Accounts.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
Modeling how thinking about the past and future impacts network traffic with the gosmr architecture.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013