Kyle D. Julian

3.1k total citations
12 papers, 411 citations indexed

About

Kyle D. Julian is a scholar working on Artificial Intelligence, Aerospace Engineering and Automotive Engineering. According to data from OpenAlex, Kyle D. Julian has authored 12 papers receiving a total of 411 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 5 papers in Aerospace Engineering and 4 papers in Automotive Engineering. Recurrent topics in Kyle D. Julian's work include Adversarial Robustness in Machine Learning (8 papers), Autonomous Vehicle Technology and Safety (4 papers) and Air Traffic Management and Optimization (3 papers). Kyle D. Julian is often cited by papers focused on Adversarial Robustness in Machine Learning (8 papers), Autonomous Vehicle Technology and Safety (4 papers) and Air Traffic Management and Optimization (3 papers). Kyle D. Julian collaborates with scholars based in United States and Israel. Kyle D. Julian's co-authors include Mykel J. Kochenderfer, Michael P. Owen, Jessica Lopez, Jeffrey S. Brush, Clark Barrett, David L. Dill, Guy Katz, Alireza Nakhaei, Aleksandar Zeljić and Kikuo Fujimura and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Guidance Control and Dynamics and Autonomous Agents and Multi-Agent Systems.

In The Last Decade

Kyle D. Julian

12 papers receiving 406 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Kyle D. Julian United States	8	267	107	103	65	64	12	411
Abraham P. Vinod United States	10	55 0.2×	49 0.5×	46 0.4×	104 1.6×	37 0.6×	51	233
Leonidas Kosmidis Spain	19	93 0.3×	72 0.7×	61 0.6×	111 1.7×	107 1.7×	84	986
Colas Le Guernic France	7	63 0.2×	31 0.3×	23 0.2×	133 2.0×	74 1.2×	8	332
Anirudha Majumdar United States	11	102 0.4×	58 0.5×	95 0.9×	240 3.7×	5 0.1×	14	406
Alongkrit Chutinan United States	7	81 0.3×	23 0.2×	29 0.3×	167 2.6×	76 1.2×	8	406
Douglas E. Bernard United States	11	267 1.0×	103 1.0×	60 0.6×	82 1.3×	40 0.6×	31	481
Chenyang Lu United States	10	106 0.4×	42 0.4×	141 1.4×	20 0.3×	29 0.5×	19	496
Klaus Becker Germany	7	156 0.6×	12 0.1×	30 0.3×	36 0.6×	19 0.3×	14	374
Robert Rasmussen United States	13	175 0.7×	91 0.9×	29 0.3×	157 2.4×	89 1.4×	35	485
Maksim Jenihhin Estonia	12	70 0.3×	63 0.6×	24 0.2×	57 0.9×	72 1.1×	109	498

Countries citing papers authored by Kyle D. Julian

Since Specialization

Citations

This map shows the geographic impact of Kyle D. Julian's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Kyle D. Julian with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kyle D. Julian more than expected).

Fields of papers citing papers by Kyle D. Julian

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kyle D. Julian. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Kyle D. Julian. The network helps show where Kyle D. Julian may publish in the future.

Co-authorship network of co-authors of Kyle D. Julian

This figure shows the co-authorship network connecting the top 25 collaborators of Kyle D. Julian. A scholar is included among the top collaborators of Kyle D. Julian based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Kyle D. Julian. Kyle D. Julian is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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12 of 12 papers shown

Katz, Guy, Clark Barrett, David L. Dill, Kyle D. Julian, & Mykel J. Kochenderfer. (2021). Reluplex: a calculus for reasoning about deep neural networks. Formal Methods in System Design. 60(1). 87–116. 12 indexed citations

Julian, Kyle D. & Mykel J. Kochenderfer. (2021). Reachability Analysis for Neural Network Aircraft Collision Avoidance Systems. Journal of Guidance Control and Dynamics. 44(6). 1132–1142. 12 indexed citations

Julian, Kyle D., et al.. (2020). Towards Verification of Neural Networks for Small Unmanned Aircraft Collision Avoidance. 1–10. 4 indexed citations

Wu, Haoze, Alex Ozdemir, Aleksandar Zeljić, et al.. (2020). Parallelization Techniques for Verifying Neural Networks. reposiTUm (TU Wien). 5 indexed citations

Julian, Kyle D. & Mykel J. Kochenderfer. (2019). Guaranteeing Safety for Neural Network-Based Aircraft Collision Avoidance Systems. arXiv (Cornell University). 1–10. 23 indexed citations

Julian, Kyle D. & Mykel J. Kochenderfer. (2019). Distributed Wildfire Surveillance with Autonomous Aircraft Using Deep Reinforcement Learning. Journal of Guidance Control and Dynamics. 42(8). 1768–1778. 77 indexed citations

Julian, Kyle D., et al.. (2019). Decomposition methods with deep corrections for reinforcement learning. Autonomous Agents and Multi-Agent Systems. 33(3). 330–352. 5 indexed citations

Julian, Kyle D., Mykel J. Kochenderfer, & Michael P. Owen. (2018). Deep Neural Network Compression for Aircraft Collision Avoidance Systems. Journal of Guidance Control and Dynamics. 42(3). 598–608. 94 indexed citations

Julian, Kyle D. & Mykel J. Kochenderfer. (2018). Autonomous Distributed Wildfire Surveillance using Deep Reinforcement Learning. 2018 AIAA Guidance, Navigation, and Control Conference. 7 indexed citations

10.

Katz, Guy, Clark Barrett, David L. Dill, Kyle D. Julian, & Mykel J. Kochenderfer. (2017). Towards Proving the Adversarial Robustness of Deep Neural Networks. SHILAP Revista de lepidopterología. 257. 19–26. 51 indexed citations

11.

Julian, Kyle D. & Mykel J. Kochenderfer. (2017). Neural Network Guidance for UAVs. AIAA Guidance, Navigation, and Control Conference. 17 indexed citations

12.

Julian, Kyle D., Jessica Lopez, Jeffrey S. Brush, Michael P. Owen, & Mykel J. Kochenderfer. (2016). Policy compression for aircraft collision avoidance systems. 1–10. 104 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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