KernelFoundry: Hardware-aware evolutionary GPU kernel optimization.

Nina Wiedemann ETH Zurich, Switzerland https://orcid.org/0000-0002-8160-7634 https://www.wikidata.org/entity/Q133825172

Nina Wiedemann Quentin Leboutet Michael Paulitsch Diana Wofk Benjamin Ummenhofer KernelFoundry: Hardware-aware evolutionary GPU kernel optimization. 2026 March abs/2603.12440 CoRR https://doi.org/10.48550/arXiv.2603.12440 db/journals/corr/corr2603.html#abs-2603-12440 streams/journals/corr

Nina Wiedemann Théo Uscidda Martin Raubal GeOT: a spatially explicit framework for evaluating spatio-temporal predictions. 2236-2266 2025 October 39 Int. J. Geogr. Inf. Sci. 10 https://doi.org/10.1080/13658816.2025.2481101 https://www.wikidata.org/entity/Q133820629 db/journals/gis/gis39.html#WiedemannUR25 streams/journals/gis

Nina Wiedemann Dianne de Korte-de Boer Matthias Richter Sjors van de Weijer Charlotte Buhre Franz A. M. Eggert Sophie Aarnoudse Lotte Grevendonk Steffen Röber Carlijn M. E. Remie Wolfgang Buhre Ronald Henry Jannis Born COVID-BLUeS - a Prospective Study on the Value of AI in Lung Ultrasound Analysis. 6301-6310 2025 September 29 IEEE J. Biomed. Health Informatics 9 https://doi.org/10.1109/JBHI.2025.3543686 db/journals/titb/titb29.html#WiedemannBRWBEAGRRBHB25 streams/journals/titb

Nina Wiedemann Sainan Liu Quentin Leboutet Katelyn Gao Benjamin Ummenhofer Michael Paulitsch Kai Yuan Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=GQpTWpXILA db/journals/tmlr/tmlr2025.html#WiedemannLLGUPY25 streams/journals/tmlr

Jonas Zausinger Lars Pennig Anamarija Kozina Sean Sdahl Julian Sikora Adrian Dendorfer Timofey Kuznetsov Mohamad Hagog Nina Wiedemann Kacper Chlodny Vincent Limbach Anna Ketteler Thorben Prein Vishwa Mohan Singh Michael M. Danziger Jannis Born Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models. 2025 ICML https://proceedings.mlr.press/v267/zausinger25a.html https://openreview.net/forum?id=V66xc5KxgY conf/icml/2025 db/conf/icml/icml2025.html#ZausingerPKSSDK25

Nina Wiedemann Sainan Liu Quentin Leboutet Katelyn Gao Benjamin Ummenhofer Michael Paulitsch Kai Yuan Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework. 2025 September abs/2509.02474 CoRR https://doi.org/10.48550/arXiv.2509.02474 db/journals/corr/corr2509.html#abs-2509-02474 streams/journals/corr

Nina Wiedemann Dianne de Korte-de Boer Matthias Richter Sjors van de Weijer Charlotte Buhre Franz A. M. Eggert Sophie Aarnoudse Lotte Grevendonk Steffen Röber Carlijn M. E. Remie Wolfgang Buhre Ronald Henry Jannis Born COVID-BLUeS - A Prospective Study on the Value of AI in Lung Ultrasound Analysis. 2025 September abs/2509.10556 CoRR https://doi.org/10.48550/arXiv.2509.10556 db/journals/corr/corr2509.html#abs-2509-10556 streams/journals/corr

Dominik J. Mühlematter Lin Che 0001 Ye Hong Martin Raubal Nina Wiedemann UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations. 2025 October abs/2510.13774 CoRR https://doi.org/10.48550/arXiv.2510.13774 db/journals/corr/corr2510.html#abs-2510-13774 streams/journals/corr

Yizi Chen Sidi Wu 0001 Tianyi Xiao Nina Wiedemann Loïc Landrieu Order Matters: 3D Shape Generation from Sequential VR Sketches. 2025 December abs/2512.04761 CoRR https://doi.org/10.48550/arXiv.2512.04761 db/journals/corr/corr2512.html#abs-2512-04761 streams/journals/corr

Nina Wiedemann Krzysztof Janowicz Martin Raubal Ourania Kounadi Where you go is who you are: a study on machine learning based semantic privacy attacks. 39 2024 December 11 J. Big Data 1 https://doi.org/10.1186/s40537-024-00888-8 db/journals/jbd/jbd11.html#WiedemannJRK24

Ayda Grisiute Nina Wiedemann Pieter Herthogs Martin Raubal An ontology-based approach for harmonizing metrics in bike network evaluations. 102178 2024 113 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2024.102178 db/journals/urban/urban113.html#GrisiuteWHR24 streams/journals/urban

Quentin Leboutet Nina Wiedemann Zhipeng Cai Michael Paulitsch Kai Yuan MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/0318de478e18308a5f64297f618299d3-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#LeboutetWCPY24

Nina Wiedemann Christian Nöbel Henry Martin Lukas Ballo Martin Raubal Bike network planning in limited urban space. 2024 abs/2405.01770 CoRR https://doi.org/10.48550/arXiv.2405.01770 db/journals/corr/corr2405.html#abs-2405-01770

Nina Wiedemann Théo Uscidda Martin Raubal On the potential of Optimal Transport in Geospatial Data Science. 2024 abs/2410.11709 CoRR https://doi.org/10.48550/arXiv.2410.11709 db/journals/corr/corr2410.html#abs-2410-11709 streams/journals/corr

Lorenzo Nespoli Nina Wiedemann Esra Suel Yanan Xin 0001 Martin Raubal Vasco Medici National-scale bi-directional EV fleet control for ancillary service provision. 40 2023 January 6 Energy Inform. 1 https://doi.org/10.1186/s42162-023-00281-4 db/journals/eninf/eninf6.html#NespoliWSXRM23

Nina Wiedemann Henry Martin Esra Suel Ye Hong Yanan Xin 0001 Influence of tracking duration on the privacy of individual mobility graphs. 370-388 2023 October 17 J. Locat. Based Serv. 4 https://doi.org/10.1080/17489725.2023.2239190 db/journals/jlbs/jlbs17.html#WiedemannMSHX23

Moritz Neun Christian Eichenberger Yanan Xin 0001 Cheng Fu Nina Wiedemann Henry Martin Martin Tomko 0001 Lukas Ambühl Luca Hermes Michael Kopp 0001 Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. 12821-12830 2023 November 24 IEEE Trans. Intell. Transp. Syst. 11 https://doi.org/10.1109/TITS.2023.3291737 db/journals/tits/tits24.html#NeunEXFWMTAHK23

Henry Martin Nina Wiedemann Daniel J. Reck Martin Raubal Graph-based mobility profiling. 101910 2023 March 100 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2022.101910 db/journals/urban/urban100.html#MartinWRR23

Henry Martin Ye Hong Nina Wiedemann Dominik Bucher Martin Raubal Trackintel: An open-source Python library for human mobility analysis. 101938 2023 April 101 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2023.101938 https://www.wikidata.org/entity/Q121338179 db/journals/urban/urban101.html#MartinHWBR23

Meilin Shi Kitty Currier Zilong Liu 0003 Krzysztof Janowicz Nina Wiedemann Judith Verstegen Grant McKenzie Anita Graser Rui Zhu 0008 Gengchen Mai Thinking Geographically about AI Sustainability. 42 2023 AGILE Conf. https://doi.org/10.5194/agile-giss-4-42-2023 conf/agile/2023 db/conf/agile/agile2023.html#ShiCLJWVMG0M23 Nina Wiedemann Henry Martin René Westerholt Benchmarking Regression Models Under Spatial Heterogeneity. 11:1-11:15 2023 GIScience https://doi.org/10.4230/LIPIcs.GIScience.2023.11 conf/giscience/2023 db/conf/giscience/giscience2023.html#WiedemannMW23 Nina Wiedemann Ye Hong Martin Raubal Predicting visit frequencies to new places (Short Paper). 84:1-84:6 2023 GIScience https://doi.org/10.4230/LIPIcs.GIScience.2023.84 conf/giscience/2023 db/conf/giscience/giscience2023.html#WiedemannHR23 Nina Wiedemann Valentin Wüest Antonio Loquercio Matthias Müller 0011 Dario Floreano Davide Scaramuzza 0001 Training Efficient Controllers via Analytic Policy Gradient. 1349-1356 2023 ICRA https://doi.org/10.1109/ICRA48891.2023.10160581 conf/icra/2023 db/conf/icra/icra2023.html#WiedemannWLMFS23

Moritz Neun Christian Eichenberger Yanan Xin 0001 Cheng Fu Nina Wiedemann Henry Martin Martin Tomko 0001 Lukas Ambühl Luca Hermes Michael Kopp 0001 Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities. 2023 abs/2302.08761 CoRR https://doi.org/10.48550/arXiv.2302.08761 db/journals/corr/corr2302.html#abs-2302-08761

Dominik J. Mühlematter Nina Wiedemann Yanan Xin 0001 Martin Raubal Spatially-Aware Car-Sharing Demand Prediction. 2023 abs/2303.14421 CoRR https://doi.org/10.48550/arXiv.2303.14421 db/journals/corr/corr2303.html#abs-2303-14421

Alexander Timans Nina Wiedemann Nishant Kumar Ye Hong Martin Raubal Uncertainty Quantification for Image-based Traffic Prediction across Cities. 2023 abs/2308.06129 CoRR https://doi.org/10.48550/arXiv.2308.06129 db/journals/corr/corr2308.html#abs-2308-06129

Nina Wiedemann Ourania Kounadi Martin Raubal Krzysztof Janowicz Where you go is who you are - A study on machine learning based semantic privacy attacks. 2023 abs/2310.17643 CoRR https://doi.org/10.48550/arXiv.2310.17643 db/journals/corr/corr2310.html#abs-2310-17643

Nina Wiedemann Yanan Xin 0001 Vasco Medici Lorenzo Nespoli Esra Suel Martin Raubal Vehicle-to-grid for car sharing - A simulation study for 2030. 2023 abs/2311.07349 CoRR https://doi.org/10.48550/arXiv.2311.07349 db/journals/corr/corr2311.html#abs-2311-07349

Nina Wiedemann Henry Martin Martin Raubal Unlocking social network analysis methods for studying human mobility. 19 2022 AGILE Conf. https://doi.org/10.5194/agile-giss-3-19-2022 conf/agile/2022 db/conf/agile/agile2022.html#WiedemannMR22

Christian Eichenberger Moritz Neun Henry Martin Pedro Herruzo Markus Spanring Yichao Lu Sungbin Choi Vsevolod Konyakhin Nina Lukashina Aleksei Shpilman Nina Wiedemann Martin Raubal Bo Wang 0121 Hai Le Vu Reza Mohajerpoor Chen Cai Inhi Kim Luca Hermes Andrew Melnik Riza Velioglu Markus Vieth 0001 Malte Schilling Alabi Bojesomo Hasan Al-Marzouqi Panos Liatsis Jay Santokhi Dylan Hillier Yiming Yang Joned Sarwar Anna Jordan Emil Hewage David Jonietz Fei Tang Aleksandra Gruca Michael Kopp 0001 David P. Kreil Sepp Hochreiter Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. 2022 abs/2203.17070 CoRR https://doi.org/10.48550/arXiv.2203.17070 db/journals/corr/corr2203.html#abs-2203-17070

Nina Wiedemann Valentin Wüest Antonio Loquercio Matthias Müller 0011 Dario Floreano Davide Scaramuzza 0001 Training Efficient Controllers via Analytic Policy Gradient. 2022 abs/2209.13052 CoRR https://doi.org/10.48550/arXiv.2209.13052 db/journals/corr/corr2209.html#abs-2209-13052

Lorenzo Nespoli Nina Wiedemann Esra Suel Yanan Xin 0001 Martin Raubal Vasco Medici National-scale bi-directional EV fleet control for ancillary service provision. 2022 abs/2210.07756 CoRR https://doi.org/10.48550/arXiv.2210.07756 db/journals/corr/corr2210.html#abs-2210-07756

Christian Eichenberger Moritz Neun Henry Martin Pedro Herruzo Markus Spanring Yichao Lu Sungbin Choi Vsevolod Konyakhin Nina Lukashina Aleksei Shpilman Nina Wiedemann Martin Raubal Bo Wang 0121 Hai Le Vu Reza Mohajerpoor Chen Cai Inhi Kim Luca Hermes Andrew Melnik Riza Velioglu Markus Vieth 0001 Malte Schilling Alabi Bojesomo Hasan Al-Marzouqi Panos Liatsis Jay Santokhi Dylan Hillier Yiming Yang Joned Sarwar Anna Jordan Emil Hewage David Jonietz Fei Tang Aleksandra Gruca Michael Kopp 0001 David P. Kreil Sepp Hochreiter Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. 97-112 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v176/eichenberger22a.html conf/nips/2021demo db/conf/nips/demo2021x.html#EichenbergerNMH21

Nina Wiedemann David Adjiashvili An Optimization Framework for Power Infrastructure Planning. 2021 abs/2101.03388 CoRR https://arxiv.org/abs/2101.03388 db/journals/corr/corr2101.html#abs-2101-03388

Nina Wiedemann Martin Raubal Traffic Forecasting on Traffic Moving Snippets. 2021 abs/2110.14383 CoRR https://arxiv.org/abs/2110.14383 db/journals/corr/corr2110.html#abs-2110-14383

Nina Wiedemann Carlos A. Dietrich Cláudio T. Silva A Tracking System For Baseball Game Reconstruction. 2020 abs/2003.03856 CoRR https://arxiv.org/abs/2003.03856 db/journals/corr/corr2003.html#abs-2003-03856

Jannis Born Gabriel Brändle Manuel Cossio Marion Disdier Julie Goulet Jérémie Roulin Nina Wiedemann POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS). 2020 abs/2004.12084 CoRR https://arxiv.org/abs/2004.12084 db/journals/corr/corr2004.html#abs-2004-12084

Jannis Born Nina Wiedemann Gabriel Brändle Charlotte Buhre Bastian Rieck Karsten M. Borgwardt Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis. 2020 abs/2009.06116 CoRR https://arxiv.org/abs/2009.06116 db/journals/corr/corr2009.html#abs-2009-06116

Nina Wiedemann Friedemann Kammler Andreas Varwig Oliver Thomas 0001 Towards a Framework for Predictive Maintenance Strategies in Mechanical Engineering - A Method-Oriented Literature Analysis. 72-76 2019 Wirtschaftsinformatik https://aisel.aisnet.org/wi2019/track01/papers/7 conf/wirtschaftsinformatik/2019 db/conf/wirtschaftsinformatik/wi2019.html#WiedemannKVT19 Sophie Aarnoudse David Adjiashvili Hasan Al-Marzouqi Lukas Ambühl Lukas Ballo Dianne de Korte-de Boer Alabi Bojesomo Karsten M. Borgwardt Jannis Born Gabriel Brändle Dominik Bucher Charlotte Buhre Wolfgang Buhre Chen Cai Zhipeng Cai Lin Che 0001 Yizi Chen Kacper Chlodny Sungbin Choi Manuel Cossio Kitty Currier Michael M. Danziger Adrian Dendorfer Carlos A. Dietrich Marion Disdier Franz A. M. Eggert Christian Eichenberger Dario Floreano Cheng Fu Katelyn Gao Julie Goulet Anita Graser Lotte Grevendonk Ayda Grisiute Aleksandra Gruca Mohamad Hagog Ronald Henry Luca Hermes Pedro Herruzo Pieter Herthogs Emil Hewage Dylan Hillier Sepp Hochreiter Ye Hong Krzysztof Janowicz David Jonietz Anna Jordan Friedemann Kammler Anna Ketteler Inhi Kim Vsevolod Konyakhin Michael Kopp 0001 Ourania Kounadi Anamarija Kozina David P. Kreil Nishant Kumar Timofey Kuznetsov Loïc Landrieu Quentin Leboutet Panos Liatsis Vincent Limbach Sainan Liu Zilong Liu 0003 Antonio Loquercio Yichao Lu Nina Lukashina Gengchen Mai Henry Martin Grant McKenzie Vasco Medici Andrew Melnik Reza Mohajerpoor Dominik J. Mühlematter Matthias Müller 0011 Lorenzo Nespoli Moritz Neun Christian Nöbel Michael Paulitsch Lars Pennig Thorben Prein Martin Raubal Daniel J. Reck Carlijn M. E. Remie Matthias Richter Bastian Rieck Steffen Röber Jérémie Roulin Jay Santokhi Joned Sarwar Davide Scaramuzza 0001 Malte Schilling Sean Sdahl Meilin Shi Aleksei Shpilman Julian Sikora Cláudio T. Silva Vishwa Mohan Singh Markus Spanring Esra Suel Fei Tang Oliver Thomas 0001 Alexander Timans Martin Tomko 0001 Benjamin Ummenhofer Théo Uscidda Andreas Varwig Riza Velioglu Judith Anne VerstegenJudith Verstegen Markus Vieth 0001 Hai Le Vu Bo Wang 0121 Sjors van de Weijer René Westerholt Diana Wofk Sidi Wu 0001 Valentin Wüest Tianyi Xiao Yanan Xin 0001 Yiming Yang Kai Yuan Jonas Zausinger Rui Zhu 0008