Alan Kuhnle

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 59

Top Topics

Diffusion Models

Top Venues

J. Comput. Biol.

Publications

Eric Balkanski, Steven DiSilvio, Alan Kuhnle
Submodular Maximization in Exactly n Queries. CoRR (2024)
Yixin Chen, Ankur Nath, Chunli Peng, Alan Kuhnle
Discretely Beyond 1/e: Guided Combinatorial Algorithms for Submodular Maximization. CoRR (2024)
Ankur Nath, Alan Kuhnle
A Benchmark for Maximum Cut: Towards Standardization of the Evaluation of Learned Heuristics for Combinatorial Optimization. CoRR (2024)
Yixin Chen, Alan Kuhnle
Practical and Parallelizable Algorithms for Non-Monotone Submodular Maximization with Size Constraint. J. Artif. Intell. Res. 79 (2024)
Yuanhang Shao, Tonmoy Dey, Nikola Vuckovic, Luke Van Popering, Alan Kuhnle
RELS-DQN: A Robust and Efficient Local Search Framework for Combinatorial Optimization. CoRR (2023)
Ankur Nath, Alan Kuhnle
Unveiling the Limits of Learned Local Search Heuristics: Are You the Mightiest of the Meek? CoRR (2023)
Yixin Chen, Alan Kuhnle
Approximation Algorithms for Size-Constrained Non-Monotone Submodular Maximization in Deterministic Linear Time. KDD (2023)
Tonmoy Dey, Yixin Chen, Alan Kuhnle
DASH: A Distributed and Parallelizable Algorithm for Size-Constrained Submodular Maximization. AAAI (2023)
Alan Kuhnle, Jeffrey Richley, Darleen Perez-Lavin
Learning Strategic Value and Cooperation in Multi-Player Stochastic Games through Side Payments. CoRR (2023)
Tonmoy Dey, Yixin Chen, Alan Kuhnle
DASH: Distributed Adaptive Sequencing Heuristic for Submodular Maximization. CoRR (2022)
Bahar Alipanahi, Alan Kuhnle, Simon J. Puglisi, Leena Salmela, Christina Boucher
Succinct dynamic de Bruijn graphs. Bioinform. 37 (14) (2021)
Alan Kuhnle
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization. AAAI (2021)
Alan Kuhnle
Streaming Algorithms for Cardinality-Constrained Maximization of Non-Monotone Submodular Functions in Linear Time. CoRR (2021)
Yixin Chen, Tonmoy Dey, Alan Kuhnle
Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel. NeurIPS (2021)
Yixin Chen, Tonmoy Dey, Alan Kuhnle
Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel. CoRR (2021)
Alan Kuhnle
Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time. AISTATS (2021)
Alan Kuhnle, Taher Mun, Christina Boucher, Travis Gagie, Ben Langmead, Giovanni Manzini
Efficient Construction of a Complete Index for Pan-Genomics Read Alignment. J. Comput. Biol. 27 (4) (2020)
Alan Kuhnle
Simultaenous Sieves: A Deterministic Streaming Algorithm for Non-Monotone Submodular Maximization. CoRR (2020)
Alan Kuhnle
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization. CoRR (2020)
Taher Mun, Alan Kuhnle, Christina Boucher, Travis Gagie, Ben Langmead, Giovanni Manzini
Matching Reads to Many Genomes with the r-Index. J. Comput. Biol. 27 (4) (2020)
Tianyi Pan, Xiang Li, Alan Kuhnle, My T. Thai
Influence Diffusion in Online Social Networks With Propagation Rate Changes. IEEE Trans. Netw. Sci. Eng. 7 (4) (2020)
Alan Kuhnle
Quick Streaming Algorithms for Maximization of Monotone Submodular Functions in Linear Time. CoRR (2020)
Alan Kuhnle, Victoria G. Crawford, My T. Thai
Scalable approximations to k-cycle transversal problems on dynamic networks. Knowl. Inf. Syst. 61 (1) (2019)
Alan Kuhnle, Taher Mun, Christina Boucher, Travis Gagie, Ben Langmead, Giovanni Manzini
Efficient Construction of a Complete Index for Pan-Genomics Read Alignment. RECOMB (2019)
Victoria G. Crawford, Alan Kuhnle, My T. Thai
Submodular Cost Submodular Cover with an Approximate Oracle. CoRR (2019)
Victoria G. Crawford, Alan Kuhnle
Fast Evolutionary Algorithms for Maximization of Cardinality-Constrained Weakly Submodular Functions. CoRR (2019)
Taher Mun, Alan Kuhnle, Christina Boucher, Travis Gagie, Ben Langmead, Giovanni Manzini
Matching reads to many genomes with the r-index. CoRR (2019)
Christina Boucher, Travis Gagie, Alan Kuhnle, Ben Langmead, Giovanni Manzini, Taher Mun
Prefix-free parsing for building big BWTs. Algorithms Mol. Biol. 14 (1) (2019)
Alan Kuhnle
Interlaced Greedy Algorithm for Maximization of Submodular Functions in Nearly Linear Time. NeurIPS (2019)
Alan Kuhnle
Nearly Linear-Time, Deterministic Algorithm for Maximizing (Non-Monotone) Submodular Functions Under Cardinality Constraint. CoRR (2019)
Alan Kuhnle
A Note on Submodular Maximization over Independence Systems. CoRR (2019)
Victoria G. Crawford, Alan Kuhnle, My T. Thai
Submodular Cost Submodular Cover with an Approximate Oracle. ICML (2019)
Victoria G. Crawford, Alan Kuhnle, Md Abdul Alim, My T. Thai
Space-Efficient and Dynamic Caching for D2D Networks of Heterogeneous Users. MASS (2018)
Alan Kuhnle, Md Abdul Alim, Xiang Li, Huiling Zhang, My T. Thai
Multiplex Influence Maximization in Online Social Networks With Heterogeneous Diffusion Models. IEEE Trans. Comput. Soc. Syst. 5 (2) (2018)
Victoria G. Crawford, Alan Kuhnle, Christina Boucher, Rayan Chikhi, Travis Gagie
Practical dynamic de Bruijn graphs. Bioinform. 34 (24) (2018)
Alan Kuhnle, J. David Smith, Victoria G. Crawford, My T. Thai
Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice. ICML (2018)
Huiling Zhang, Alan Kuhnle, J. David Smith, My T. Thai
Fight Under Uncertainty: Restraining Misinformation and Pushing out the Truth. ASONAM (2018)
J. David Smith, Alan Kuhnle, My T. Thai
An Approximately Optimal Bot for Non-Submodular Social Reconnaissance. HT (2018)
Tianyi Pan, Alan Kuhnle, Xiang Li, My T. Thai
Vulnerability of Interdependent Networks with Heterogeneous Cascade Models and Timescales. ICDCS (2018)
Bahar Alipanahi, Alan Kuhnle, Christina Boucher
Recoloring the Colored de Bruijn Graph. SPIRE (2018)
Alan Kuhnle, Victoria G. Crawford, My T. Thai
Network Resilience and the Length-Bounded Multicut Problem: Reaching the Dynamic Billion-Scale with Guarantees. SIGMETRICS (Abstracts) (2018)
Alan Kuhnle, J. David Smith, Victoria G. Crawford, My T. Thai
Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice. CoRR (2018)
Alan Kuhnle, Md Abdul Alim, Xiang Li, Huiling Zhang, My T. Thai
Multiplex Influence Maximization in Online Social Networks with Heterogeneous Diffusion Models. CoRR (2018)
Christina Boucher, Travis Gagie, Alan Kuhnle, Giovanni Manzini
Prefix-Free Parsing for Building Big BWTs. WABI (2018)
Alan Kuhnle, Taher Mun, Christina Boucher, Travis Gagie, Ben Langmead, Giovanni Manzini
Efficient Construction of a Complete Index for Pan-Genomics Read Alignment. CoRR (2018)
Alan Kuhnle, Victoria G. Crawford, My T. Thai
Network Resilience and the Length-Bounded Multicut Problem: Reaching the Dynamic Billion-Scale with Guarantees. Proc. ACM Meas. Anal. Comput. Syst. 2 (1) (2018)
Alan Kuhnle, Xiang Li, J. David Smith, My T. Thai
Online set multicover algorithms for dynamic D2D communications. J. Comb. Optim. 34 (4) (2017)
Tianyi Pan, Alan Kuhnle, Xiang Li, My T. Thai
Popular Topics Spread Faster: New Dimension for Influence Propagation in Online Social Networks. CoRR (2017)
Alan Kuhnle, Tianyi Pan, Victoria G. Crawford, Md Abdul Alim, My T. Thai
Pseudo-Separation for Assessment of Structural Vulnerability of a Network. CoRR (2017)
Alan Kuhnle, Victoria G. Crawford, My T. Thai
Scalable and Adaptive Algorithms for the Triangle Interdiction Problem on Billion-Scale Networks. ICDM (2017)
Alan Kuhnle, Nam P. Nguyen, Thang N. Dinh, My T. Thai
Vulnerability of clustering under node failure in complex networks. Soc. Netw. Anal. Min. 7 (1) (2017)
Alan Kuhnle, Nam P. Nguyen, Thang N. Dinh, My T. Thai
Vulnerability of Clustering under Node Failure in Complex Networks. CoRR (2017)
Alan Kuhnle, Tianyi Pan, Md Abdul Alim, My T. Thai
Scalable bicriteria algorithms for the threshold activation problem in online social networks. INFOCOM (2017)
Subhankar Mishra, Xiang Li, Tianyi Pan, Alan Kuhnle, My T. Thai, Jungtaek Seo
Price Modification Attack and Protection Scheme in Smart Grid. IEEE Trans. Smart Grid 8 (4) (2017)
Alan Kuhnle, Tianyi Pan, Victoria G. Crawford, Md Abdul Alim, My T. Thai
Pseudo-Separation for Assessment of Structural Vulnerability of a Network. SIGMETRICS (Abstracts) (2017)
Alan Kuhnle, Tianyi Pan, Md Abdul Alim, My T. Thai
Scalable Bicriteria Algorithms for the Threshold Activation Problem in Online Social Networks. CoRR (2017)
Tianyi Pan, Alan Kuhnle, Xiang Li, My T. Thai
Dynamic Propagation Rates: New Dimension to Viral Marketing in Online Social Networks. ICDM (2017)
Huiling Zhang, Alan Kuhnle, Huiyuan Zhang, My T. Thai
Detecting misinformation in online social networks before it is too late. ASONAM (2016)
Huiyuan Zhang, Huiling Zhang, Alan Kuhnle, My T. Thai
Profit maximization for multiple products in online social networks. INFOCOM (2016)
Subhankar Mishra, Xiang Li, Alan Kuhnle, My T. Thai, Jungtaek Seo
Rate alteration attacks in smart grid. INFOCOM (2015)
Alan Kuhnle, Xiang Li, My T. Thai
Online Algorithms for Optimal Resource Management in Dynamic D2D Communications. MSN (2014)
Md Abdul Alim, Alan Kuhnle, My T. Thai
Are communities as strong as we think? ASONAM (2014)