Partially Observable Reference Policy Programming.

Edward Kim Edward J. Kim 0001 Edward Kim 0001 NASA Goddard Space Flight Center, GSFC, Hydrological Sciences Laboratory, Greenbelt, MD, USA University of Michigan, Ann Arbor, MI, USA https://orcid.org/0000-0002-9828-4624 Edward Kim 0004 Massachusetts Institute of Technology, Department of Materials Science and Engineering, Cambridge, MA, USA https://orcid.org/0000-0002-0781-5531 https://www.wikidata.org/entity/Q53497261 Edward Kim 0005 University of California, Berkeley, CA, USA Edward Kim 0006 Drexel University, Department of Computer Science, Philadelphia, PA, USA Villanova University, Department of Computing Sciences, PA, USA https://orcid.org/0000-0001-5345-3781 Edward Kim Hanna Kurniawati Partially Observable Reference Policy Programming. 8536-8543 2025 IJCAI https://doi.org/10.24963/ijcai.2025/949 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#KimK25

Edward Kim Hanna Kurniawati Partially Observable Reference Policy Programming: Solving POMDPs Sans Numerical Optimisation. 2025 July abs/2507.12186 CoRR https://doi.org/10.48550/arXiv.2507.12186 db/journals/corr/corr2507.html#abs-2507-12186 streams/journals/corr

Christopher Martin 0011 Edward Kim Enrique Velasquez Wei Li Dongmei Chen H<sub>∞</sub> Performance Analysis for Almost Periodic Piecewise Linear Systems with Application to Roll-to-Roll Manufacturing Control. 2025 August abs/2508.21199 CoRR https://doi.org/10.48550/arXiv.2508.21199 db/journals/corr/corr2508.html#abs-2508-21199 streams/journals/corr

Meriem Boubdir Edward Kim Beyza Ermis Sara Hooker Marzieh Fadaee Elo Uncovered: Robustness and Best Practices in Language Model Evaluation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/bfba8efb806a970455b83b852c9cf846-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#BoubdirKEHF24

Yuanchu Liang Edward Kim Wil Thomason Zachary Kingston Hanna Kurniawati Lydia E. Kavraki Scaling Long-Horizon Online POMDP Planning via Rapid State Space Sampling. 2024 abs/2411.07032 CoRR https://doi.org/10.48550/arXiv.2411.07032 db/journals/corr/corr2411.html#abs-2411-07032 streams/journals/corr

Edward Kim Yohan Karunanayake Hanna Kurniawati Reference-Based POMDPs. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/7ffb2b550ff6a75c536b279348a93fb0-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#KimKK23a

Xiangyun Lei Edward Kim Viktoriia Baibakova Shijing Sun Lessons in Reproducibility: Insights from NLP Studies in Materials Science. 2023 abs/2307.15759 CoRR https://doi.org/10.48550/arXiv.2307.15759 db/journals/corr/corr2307.html#abs-2307-15759

Michael Shenoda Edward Kim DiffuGen: Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion Models. 2023 abs/2309.00248 CoRR https://doi.org/10.48550/arXiv.2309.00248 db/journals/corr/corr2309.html#abs-2309-00248

Meriem Boubdir Edward Kim Beyza Ermis Marzieh Fadaee Sara Hooker Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation. 2023 abs/2310.14424 CoRR https://doi.org/10.48550/arXiv.2310.14424 db/journals/corr/corr2310.html#abs-2310-14424

Meriem Boubdir Edward Kim Beyza Ermis Sara Hooker Marzieh Fadaee Elo Uncovered: Robustness and Best Practices in Language Model Evaluation. 2023 abs/2311.17295 CoRR https://doi.org/10.48550/arXiv.2311.17295 db/journals/corr/corr2311.html#abs-2311-17295

Luca Geretti Julien Alexandre Dit Sandretto Matthias Althoff Luis Benet Pieter Collins Parasara Sridhar Duggirala Marcelo Forets Edward Kim Stefan Mitsch Christian Schilling 0001 Mark Wetzlinger ARCH-COMP22 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. 86-112 2022 ARCH@SAFECOMP https://doi.org/10.29007/fnzc conf/arch/2022 db/conf/arch/arch2022.html#GerettiSABCDFKM22 Sanaz Sheikhi Edward Kim Parasara Sridhar Duggirala Stanley Bak Coverage-Guided Fuzz Testing for Cyber-Physical Systems. 24-33 2022 ICCPS https://doi.org/10.1109/ICCPS54341.2022.00009 conf/iccps/2022 db/conf/iccps/iccps2022.html#SheikhiKDB22

Edward Kim Tobias Andersen Marventus Justin Tabish A. E. Pedro Borges David Schmidt Matthew Western Emergency Management and Recovery of Luna Classic. 2022 abs/2207.01700 CoRR https://doi.org/10.48550/arXiv.2207.01700 db/journals/corr/corr2207.html#abs-2207-01700

Luca Geretti Julien Alexandre Dit Sandretto Matthias Althoff Luis Benet Alexandre Chapoutot Pieter Collins Parasara Sridhar Duggirala Marcelo Forets Edward Kim Uziel Linares David P. Sanders Christian Schilling 0001 Mark Wetzlinger ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. 32-54 2021 ARCH@ADHS https://doi.org/10.29007/2jw8 conf/arch/2021 db/conf/arch/arch2021.html#GerettiSABCCDFK21 Edward Kim Stanley Bak Parasara Sridhar Duggirala Automatic Dynamic Parallelotope Bundles for Reachability Analysis of Nonlinear Systems. 50-66 2021 FORMATS https://doi.org/10.1007/978-3-030-85037-1_4 conf/formats/2021 db/conf/formats/formats2021.html#KimBD21 Nathalie Rauschmayr Vikas Kumar Rahul Huilgol Andrea Olgiati Satadal Bhattacharjee Nihal Harish Vandana Kannan Amol Lele Anirudh Acharya Jared Nielsen Lakshmi Ramakrishnan Ishan Bhatt Kohen Chia Neelesh Dodda Zhihan Li Jiacheng Gu Miyoung Choi Balajee Nagarajan Jeffrey Geevarghese Denis Davydenko Sifei Li Lu Huang Edward Kim Tyler Hill Krishnaram Kenthapadi Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training. 2021 MLSys https://proceedings.mlsys.org/paper_files/paper/2021/hash/5c7cb28f9db7a96951df3f06fd0ccfaf-Abstract.html conf/mlsys/2021 db/conf/mlsys/mlsys2021.html#RauschmayrKHOBH21

Edward Kim Stanley Bak Parasara Sridhar Duggirala Automatic Dynamic Parallelotope Bundles for Reachability Analysis of Nonlinear Systems. 2021 abs/2105.11796 CoRR https://arxiv.org/abs/2105.11796 db/journals/corr/corr2105.html#abs-2105-11796

Andrew O'Brien 0002 Edward Kim Multi-Agent Algorithmic Recourse. 2021 abs/2110.00673 CoRR https://arxiv.org/abs/2110.00673 db/journals/corr/corr2110.html#abs-2110-00673

Edward Kim Parasara Sridhar Duggirala Kaa: A Python Implementation of Reachable Set Computation Using Bernstein Polynomials. 184-196 2020 ARCH https://doi.org/10.29007/rs5n conf/arch/2020 db/conf/arch/arch2020.html#KimD20 Jacquelynne Houts Edward Kim The Spectrum Outlook for Earth Remote Sensing Post WRC-19. 3778-3780 2020 IGARSS https://doi.org/10.1109/IGARSS39084.2020.9323490 conf/igarss/2020 db/conf/igarss/igarss2020.html#HoutsK20 Edward Kim Joshua Sterner Afra Mashhadi A Crowd-Sourced Obstacle Detection and Navigation App for Visually Impaired. 571-579 2020 SmartCity360° https://doi.org/10.1007/978-3-030-76063-2_38 conf/smartcity360/2020 db/conf/smartcity360/sc2020.html#KimSM20 George Bebis Zhaozheng Yin Edward Kim Jan Bender Kartic Subr Bum Chul Kwon Jian Zhao 0010 Denis Kalkofen George Baciu Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part I ISVC (1) Springer 2020 Lecture Notes in Computer Science 12509 978-3-030-64555-7 978-3-030-64556-4 https://doi.org/10.1007/978-3-030-64556-4 db/conf/isvc/isvc2020-1.html George Bebis Zhaozheng Yin Edward Kim Jan Bender Kartic Subr Bum Chul Kwon Jian Zhao 0010 Denis Kalkofen George Baciu Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part II ISVC (2) Springer 2020 Lecture Notes in Computer Science 12510 978-3-030-64558-8 978-3-030-64559-5 https://doi.org/10.1007/978-3-030-64559-5 db/conf/isvc/isvc2020-2.html

Yoolhee Kim Edward Kim Erin Antono Bryce Meredig Julia Ling Machine-learned metrics for predicting the likelihood of success in materials discovery. 2019 abs/1911.11201 CoRR http://arxiv.org/abs/1911.11201 db/journals/corr/corr1911.html#abs-1911-11201

Daniel T. Joyce Edward Kim The "name your own project" project. 65 2018 33 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3144687.3144702 db/journals/jcscoll/jcscoll33.html#JoyceK18

Tao Xu 0029 Han Zhang 0010 Cheng Xin Edward Kim L. Rodney Long Zhiyun Xue Sameer K. Antani Xiaolei Huang 0001 Multi-feature based benchmark for cervical dysplasia classification evaluation. 468-475 2017 63 Pattern Recognit. https://doi.org/10.1016/j.patcog.2016.09.027 https://www.wikidata.org/entity/Q36398756 db/journals/pr/pr63.html#XuZXKLXAH17

Koushik Pal Zissis Poulos Edward Kim Andreas G. Veneris Fast GPU-Based Influence Maximization Within Finite Deadlines via Node-Level Parallelism. 151-165 2017 ICDM https://doi.org/10.1007/978-3-319-62701-4_12 conf/incdm/2017 db/conf/incdm/incdm2017.html#PalPKV17 Edward Kim Shruthika Vangala Deep Action Unit classification using a binned intensity loss and semantic context model. 4136-4141 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900282 conf/icpr/2016 db/conf/icpr/icpr2016.html#KimV16 Edward Kim Christopher Moritz Enhancing the Communication Spectrum in Collaborative Virtual Environments. 681-690 2016 ISVC (1) https://doi.org/10.1007/978-3-319-50835-1_61 conf/isvc/2016-1 db/conf/isvc/isvc2016-1.html#KimM16 Edward Kim Shruthika Vangala Vinereactor: Crowdsourced Spontaneous Facial Expression Data. 221-224 2016 ICMR https://doi.org/10.1145/2911996.2912038 conf/mir/2016 db/conf/mir/icmr2016.html#KimV16

Dezhao Song Edward Kim Xiaolei Huang 0001 Joseph Patruno Héctor Muñoz-Avila Jeff Heflin L. Rodney Long Sameer K. Antani Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. 229-245 2015 34 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2014.2352311 https://www.wikidata.org/entity/Q42196791 db/journals/tmi/tmi34.html#SongKHPMHLA15

Tao Xu 0029 Edward Kim Xiaolei Huang 0001 Adjustable adaboost classifier and pyramid features for image-based cervical cancer diagnosis. 281-285 2015 ISBI https://doi.org/10.1109/ISBI.2015.7163868 conf/isbi/2015 db/conf/isbi/isbi2015.html#XuKH15 Tao Xu 0029 Xiaolei Huang 0001 Edward Kim L. Rodney Long Sameer K. Antani Multi-test cervical cancer diagnosis with missing data estimation. 94140X 2015 Computer-Aided Diagnosis https://doi.org/10.1117/12.2080871 conf/micad/2015 db/conf/micad/micad2015.html#XuHKLA15 Tao Xu 0029 Cheng Xin L. Rodney Long Sameer K. Antani Zhiyun Xue Edward Kim Xiaolei Huang 0001 A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. 26-35 2015 MLMI https://doi.org/10.1007/978-3-319-24888-2_4 conf/miccai/2015mlmi db/conf/miccai/mlmi2015.html#XuXLAXKH15 Edward Kim Zubair Baloch Caroline Kim Computer assisted detection and analysis of tall cell variant papillary thyroid carcinoma in histological images. 94200A 2015 Digital Pathology https://doi.org/10.1117/12.2082156 conf/midp/2015 db/conf/midp/midp2015.html#KimBK15 Scott Bouloutian Edward Kim Artificial Intelligence Gaming Assistant for Google Glass. 770-778 2014 ISVC (2) https://doi.org/10.1007/978-3-319-14364-4_74 conf/isvc/2014-2 db/conf/isvc/isvc2014-2.html#BouloutianK14 Edward Kim Hongsheng Li 0001 Xiaolei Huang 0001 A hierarchical image clustering cosegmentation framework. 686-693 2012 CVPR https://doi.org/10.1109/CVPR.2012.6247737 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247737 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#KimLH12

Edward Kim Xiaolei Huang 0001 Gang Tan Markup SVG - An Online Content-Aware Image Abstraction and Annotation Tool. 993-1006 2011 13 IEEE Trans. Multim. 5 https://doi.org/10.1109/TMM.2011.2161275 db/journals/tmm/tmm13.html#KimHT11

Tian Shen Xiaolei Huang 0001 Hongsheng Li 0001 Edward Kim Shaoting Zhang 0001 Junzhou Huang A 3D Laplacian-driven parametric deformable model. 279-286 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126253 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126253 conf/iccv/2011 db/conf/iccv/iccv2011.html#ShenHLKZH11 Edward Kim Xiaolei Huang 0001 Jeff Heflin Finding VIPs - A visual image persons search using a content property reasoner and web ontology. 1-7 2011 ICME https://doi.org/10.1109/ICME.2011.6011991 https://doi.ieeecomputersociety.org/10.1109/ICME.2011.6011991 conf/icmcs/2011 db/conf/icmcs/icme2011.html#KimHH11 Edward Kim Tian Shen Xiaolei Huang 0001 A parallel cellular automata with label priors for interactive brain tumor segmentation. 232-237 2010 CBMS https://doi.org/10.1109/CBMS.2010.6042647 https://doi.ieeecomputersociety.org/10.1109/CBMS.2010.6042647 conf/cbms/2010 db/conf/cbms/cbms2010.html#KimSH10 Hongsheng Li 0001 Edward Kim Xiaolei Huang 0001 Lei He 0001 Object matching with a locally affine-invariant constraint. 1641-1648 2010 CVPR https://doi.org/10.1109/CVPR.2010.5539776 https://doi.ieeecomputersociety.org/10.1109/CVPR.2010.5539776 conf/cvpr/2010 db/conf/cvpr/cvpr2010.html#LiKHH10 Christian A. Müller Joan-Isaac Biel Edward Kim Daniel Rosario Speech-overlapped acoustic event detection for automotive applications. 2590-2593 2008 INTERSPEECH https://doi.org/10.21437/Interspeech.2008-642 conf/interspeech/2008 db/conf/interspeech/interspeech2008.html#MullerBKR08 Edward Kim Joyce M. W. Lam Jiawei Han 0001 AIM: Approximate Intelligent Matching for Time Series Data. 347-357 https://doi.org/10.1007/3-540-44466-1_35 2000 conf/dawak/2000 DaWaK db/conf/dawak/dawak2000.html#KimLH00 Jiawei Han 0001 Qiang Yang 0001 Edward Kim Plan Mining by Divide-and-Conquer. 1999 conf/dmkd/1999 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery http://www.almaden.ibm.com/cs/dmkd/papers/han.ps db/conf/dmkd/dmkd1999.html#HanYK99 Anirudh Acharya Matthias Althoff Tobias Andersen Sameer K. Antani Erin Antono George Baciu Viktoriia Baibakova Stanley Bak Zubair Baloch George Bebis Jan Bender Luis Benet Ishan Bhatt Satadal Bhattacharjee Joan-Isaac Biel Pedro Borges Meriem Boubdir Scott Bouloutian Alexandre Chapoutot Dongmei Chen Kohen Chia Miyoung Choi Pieter Collins Denis Davydenko Neelesh Dodda Parasara Sridhar Duggirala A. E. Beyza Ermis Marzieh Fadaee Marcelo Forets Jeffrey Geevarghese Luca Geretti Jiacheng Gu Jiawei Han 0001 Nihal Harish Lei He 0001 Jeff Heflin Tyler Hill Sara Hooker Jacquelynne Houts Junzhou Huang Lu Huang Sharon X. HuangXiaolei Huang 0001 Rahul Huilgol Daniel T. Joyce Denis Kalkofen Vandana Kannan Yohan Karunanayake Lydia E. Kavraki Krishnaram Kenthapadi Caroline Kim Yoolhee Kim Zachary Kingston Vikas Kumar Hanna Kurniawati Bum Chul Kwon Joyce M. W. Lam Xiangyun Lei Amol Lele Hongsheng Li 0001 Sifei Li Wei Li Zhihan Li Yuanchu Liang Uziel Linares Julia Ling L. Rodney Long Christopher Martin 0011 Marventus Afra J. MashhadiAfra Mashhadi Bryce Meredig Stefan Mitsch Christopher Moritz Christian Müller 0014Christian A. Müller Hector Muñoz-AvilaHéctor Muñoz-Avila Balajee Nagarajan Jared Nielsen Andrew O'Brien 0002 Andrea Olgiati Koushik Pal Joseph Patruno Zissis Poulos Lakshmi Ramakrishnan Nathalie Rauschmayr Daniel Rosario David P. Sanders Julien Alexandre Dit Sandretto Christian Schilling 0001 David Schmidt Sanaz Sheikhi Tian Shen Michael Shenoda Dezhao Song Joshua Sterner Kartic Subr Shijing Sun Justin Tabish Gang Tan Wil Thomason Shruthika Vangala Enrique Velasquez Andreas G. Veneris Matthew Western Mark Wetzlinger Cheng Xin Tao Xu 0029 Zhiyun Xue Qiang Yang 0001 Zhaozheng Yin Han Zhang 0010 Shaoting Zhang 0001 Jian Zhao 0010