Publications

(2024). Randomized Algorithms for Symmetric Nonnegative Matrix Factorization. arXiv preprint arXiv:2402.08134.

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(2024). Identifying Sample Provenance From SEM/EDS Automated Particle Analysis via Few-Shot Learning Coupled With Similarity Graph Clustering. Microscopy and Microanalysis.

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(2024). HyperMagNet: A Magnetic Laplacian Based Hypergraph Neural Network. arXiv preprint arXiv:2402.09676.

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(2023). US Patent: Methods and systems for evaluating data transportability in distribution grids. US Patent.

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(2023). The Road Less Traveled: Eliminating Bottlenecks in High-Performance Computing Networking. The Next Wave: The National Security Agency’s Review of Emerging Technologies.

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(2023). The Circular Variance as a Visual Summary of Synchronized Voltage Angle Measurements. Proceedings of the 56th Hawaii International Conference on System Sciences.

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(2023). Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs. arXiv preprint arXiv:2311.16154.

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(2023). Size-Aware Hypergraph Motifs. arXiv preprint arXiv:2311.07783.

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(2023). Seven open problems in applied combinatorics. Journal of Combinatorics.

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(2023). Scalable tensor methods for nonuniform hypergraphs. arXiv preprint arXiv:2306.17825.

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(2023). Malicious Cyber Activity Detection using Zigzag Persistence. 2023 IEEE Conference on Dependable and Secure Computing (DSC).

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(2023). Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data. arXiv preprint arXiv:2312.00023.

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(2023). HyperNetX: A Python package for modeling complex network data as hypergraphs. arXiv preprint arXiv:2310.11626.

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(2023). Filtering higher-order datasets. arXiv preprint arXiv:2305.06910.

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(2023). Fast Parallel Tensor Times Same Vector for Hypergraphs. 2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC).

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(2022). Advice From Our Advisor: Fan Chung. Notices of the American Mathematical Society.

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(2022). Models and Methods for Sparse (Hyper)Network Science in Business, Industry, and Government. Notices of the American Mathematical Society.

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(2022). Models and Methods for Sparse (Hyper)Network Science in Business, Industry, and Government. Notices of the American Mathematical Society.

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(2022). Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. 2022 IEEE International Conference on Big Data.

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(2022). High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis. 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

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(2021). Parallel Algorithms for Efficient Computation of High-Order Line Graphs of Hypergraphs. 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC).

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(2021). Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods. Computational and Mathematical Organization Theory.

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(2021). Directional Laplacian Centrality for Cyber Situational Awareness. Digital Threats: Research and Practice (DTRAP).

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(2021). Spectral Threshold for Extremal Cyclic Edge-Connectivity.

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(2021). Structural Controllability Assessment for Inverter-Based Microgrids. 2021 North American Power Symposium (NAPS).

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(2021). SpectralFly: Ramanujan Graphs as Flexible and Efficient Interconnection Networks. arXiv preprint arXiv:2104.11725.

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(2021). Hypernetwork Science: From Multidimensional Networks to Computational Topology. Unifying Themes in Complex Systems X.

(2020). Hypergraph Random Walks, Laplacians, and Clustering.

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(2020). Hypernetwork Science via High-Order Hypergraph Walks.

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(2020). Parallel Algorithms and Heuristics for Efficient Computation of High-Order Line Graphs of Hypergraphs. arXiv preprint arXiv:2010.11448.

(2020). Hypernetwork Science: From Multidimensional Networks to Computational Topology. Unifying Themes in Complex Systems X.

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(2019). Ramanujan Graphs and the Spectral Gap of Supercomputing Topologies.

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(2019). A linear-time algorithm and analysis of graph Relative Hausdorff distance.

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(2019). Relative Hausdorff Distance for Network Analysis.

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(2018). The maximum relaxation time of a random walk. Advances in Applied Mathematics.

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(2018). Chapel HyperGraph Library (CHGL). 2018 IEEE High Performance extreme Computing Conference (HPEC).

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(2018). A generative graph model for electrical infrastructure networks. Journal of Complex Networks.

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(2018). A Topological Approach to Representational Data Models. Human Interface and the Management of Information. Interaction, Visualization, and Analytics.

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(2017). Measuring and modeling bipartite graphs with community structure. Journal of Complex Networks.

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(2017). Random walks on graphs and orientations of graphs. UC San Diego.

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(2016). Extreme values of the stationary distribution of random walks on directed graphs. Advances in Applied Mathematics.

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(2016). Graphs with Many Strong Orientations. SIAM Journal on Discrete Mathematics.

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(2015). Coalitions and cliques in the school choice problem. Involve, a Journal of Mathematics.

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(2013). School Choice as a One-Sided Matching Problem: Cardinal Utilities and Optimization.

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(2012). Bikei, Involutory Biracks and Unoriented Link Invariants. Journal of Knot Theory and Its Ramifications.

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