---
_id: '60189'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Several state‐of‐the‐art algorithms
    for semi‐structured hexahedral meshing involve a so called <jats:italic>quantization</jats:italic>
    step to decide on the integer DoFs of the meshing problem, corresponding to the
    number of hexahedral elements to embed into certain regions of the domain. Existing
    reliable methods for quantization are based on solving a sequence of <jats:italic>integer
    quadratic programs</jats:italic> (IQP). Solving these in a timely and predictable
    manner with general‐purpose solvers is a challenge, even more so in the open‐source
    field. We present here an alternative robust and efficient quantization scheme
    that is instead based on solving a series of continuous <jats:italic>linear programs</jats:italic>
    (LP), for which solver availability and efficiency are not an issue. In our formulation,
    such LPs are used to determine where inflation or deflation of virtual hexahedral
    sheets are favorable. We compare our method to two implementations of the former
    IQP formulation (using a commercial and an open‐source MIP solver, respectively),
    finding that (a) the solutions found by our method are near‐optimal or optimal
    in most cases, (b) these solutions are found within a much more predictable time
    frame, and (c) the state of the art run time is outperformed, in the case of using
    the open‐source solver by orders of magnitude.</jats:p>
author:
- first_name: Hendrik
  full_name: Brückler, Hendrik
  id: '115694'
  last_name: Brückler
- first_name: David
  full_name: Bommes, David
  last_name: Bommes
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
citation:
  ama: Brückler H, Bommes D, Campen M. Integer‐Sheet‐Pump Quantization for Hexahedral
    Meshing. <i>Comput Graph Forum</i>. 2024;43(5). doi:<a href="https://doi.org/10.1111/cgf.15131">10.1111/cgf.15131</a>
  apa: Brückler, H., Bommes, D., &#38; Campen, M. (2024). Integer‐Sheet‐Pump Quantization
    for Hexahedral Meshing. <i>Comput. Graph. Forum</i>, <i>43</i>(5). <a href="https://doi.org/10.1111/cgf.15131">https://doi.org/10.1111/cgf.15131</a>
  bibtex: '@article{Brückler_Bommes_Campen_2024, title={Integer‐Sheet‐Pump Quantization
    for Hexahedral Meshing}, volume={43}, DOI={<a href="https://doi.org/10.1111/cgf.15131">10.1111/cgf.15131</a>},
    number={5}, journal={Comput. Graph. Forum}, publisher={Wiley}, author={Brückler,
    Hendrik and Bommes, David and Campen, Marcel}, year={2024} }'
  chicago: Brückler, Hendrik, David Bommes, and Marcel Campen. “Integer‐Sheet‐Pump
    Quantization for Hexahedral Meshing.” <i>Comput. Graph. Forum</i> 43, no. 5 (2024).
    <a href="https://doi.org/10.1111/cgf.15131">https://doi.org/10.1111/cgf.15131</a>.
  ieee: 'H. Brückler, D. Bommes, and M. Campen, “Integer‐Sheet‐Pump Quantization for
    Hexahedral Meshing,” <i>Comput. Graph. Forum</i>, vol. 43, no. 5, 2024, doi: <a
    href="https://doi.org/10.1111/cgf.15131">10.1111/cgf.15131</a>.'
  mla: Brückler, Hendrik, et al. “Integer‐Sheet‐Pump Quantization for Hexahedral Meshing.”
    <i>Comput. Graph. Forum</i>, vol. 43, no. 5, Wiley, 2024, doi:<a href="https://doi.org/10.1111/cgf.15131">10.1111/cgf.15131</a>.
  short: H. Brückler, D. Bommes, M. Campen, Comput. Graph. Forum 43 (2024).
date_created: 2025-06-11T13:47:29Z
date_updated: 2025-06-23T09:01:46Z
department:
- _id: '969'
doi: 10.1111/cgf.15131
extern: '1'
intvolume: '        43'
issue: '5'
language:
- iso: eng
publication: Comput. Graph. Forum
publication_identifier:
  issn:
  - 0167-7055
  - 1467-8659
publication_status: published
publisher: Wiley
status: public
title: Integer‐Sheet‐Pump Quantization for Hexahedral Meshing
type: journal_article
user_id: '114904'
volume: 43
year: '2024'
...
---
_id: '60240'
author:
- first_name: Ingmar
  full_name: Ludwig, Ingmar
  id: '116667'
  last_name: Ludwig
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
citation:
  ama: Ludwig I, Campen M. Strictly Conservative Neural Implicits. <i>Comput Graph
    Forum</i>. 2024;43(7):i–xxii. doi:<a href="https://doi.org/10.1111/CGF.15241">10.1111/CGF.15241</a>
  apa: Ludwig, I., &#38; Campen, M. (2024). Strictly Conservative Neural Implicits.
    <i>Comput. Graph. Forum</i>, <i>43</i>(7), i–xxii. <a href="https://doi.org/10.1111/CGF.15241">https://doi.org/10.1111/CGF.15241</a>
  bibtex: '@article{Ludwig_Campen_2024, title={Strictly Conservative Neural Implicits},
    volume={43}, DOI={<a href="https://doi.org/10.1111/CGF.15241">10.1111/CGF.15241</a>},
    number={7}, journal={Comput. Graph. Forum}, author={Ludwig, Ingmar and Campen,
    Marcel}, year={2024}, pages={i–xxii} }'
  chicago: 'Ludwig, Ingmar, and Marcel Campen. “Strictly Conservative Neural Implicits.”
    <i>Comput. Graph. Forum</i> 43, no. 7 (2024): i–xxii. <a href="https://doi.org/10.1111/CGF.15241">https://doi.org/10.1111/CGF.15241</a>.'
  ieee: 'I. Ludwig and M. Campen, “Strictly Conservative Neural Implicits,” <i>Comput.
    Graph. Forum</i>, vol. 43, no. 7, pp. i–xxii, 2024, doi: <a href="https://doi.org/10.1111/CGF.15241">10.1111/CGF.15241</a>.'
  mla: Ludwig, Ingmar, and Marcel Campen. “Strictly Conservative Neural Implicits.”
    <i>Comput. Graph. Forum</i>, vol. 43, no. 7, 2024, pp. i–xxii, doi:<a href="https://doi.org/10.1111/CGF.15241">10.1111/CGF.15241</a>.
  short: I. Ludwig, M. Campen, Comput. Graph. Forum 43 (2024) i–xxii.
date_created: 2025-06-17T07:46:09Z
date_updated: 2025-06-23T09:01:59Z
department:
- _id: '969'
doi: 10.1111/CGF.15241
extern: '1'
intvolume: '        43'
issue: '7'
language:
- iso: eng
page: i–xxii
publication: Comput. Graph. Forum
status: public
title: Strictly Conservative Neural Implicits
type: journal_article
user_id: '114904'
volume: 43
year: '2024'
...
---
_id: '60314'
abstract:
- lang: eng
  text: <jats:p>A method for the construction of bijective volumetric maps between
    3D shapes is presented. Arbitrary shapes of ball-topology are supported, overcoming
    restrictions of previous methods to convex or star-shaped targets. In essence,
    the mapping problem is decomposed into a set of simpler mapping problems, each
    of which can be solved with previous methods for discrete star-shaped mapping
    problems. Addressing the key challenges in this endeavor, algorithms are described
    to reliably construct structurally compatible partitions of two shapes with constraints
    regarding star-shapedness and to compute a parsimonious common refinement of two
    triangulations.</jats:p>
author:
- first_name: Steffen
  full_name: Hinderink, Steffen
  id: '116615'
  last_name: Hinderink
- first_name: Hendrik
  full_name: Brückler, Hendrik
  id: '115694'
  last_name: Brückler
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
citation:
  ama: Hinderink S, Brückler H, Campen M. Bijective Volumetric Mapping via Star Decomposition.
    <i>ACM Transactions on Graphics</i>. 2024;43(6):1-11. doi:<a href="https://doi.org/10.1145/3687950">10.1145/3687950</a>
  apa: Hinderink, S., Brückler, H., &#38; Campen, M. (2024). Bijective Volumetric
    Mapping via Star Decomposition. <i>ACM Transactions on Graphics</i>, <i>43</i>(6),
    1–11. <a href="https://doi.org/10.1145/3687950">https://doi.org/10.1145/3687950</a>
  bibtex: '@article{Hinderink_Brückler_Campen_2024, title={Bijective Volumetric Mapping
    via Star Decomposition}, volume={43}, DOI={<a href="https://doi.org/10.1145/3687950">10.1145/3687950</a>},
    number={6}, journal={ACM Transactions on Graphics}, publisher={Association for
    Computing Machinery (ACM)}, author={Hinderink, Steffen and Brückler, Hendrik and
    Campen, Marcel}, year={2024}, pages={1–11} }'
  chicago: 'Hinderink, Steffen, Hendrik Brückler, and Marcel Campen. “Bijective Volumetric
    Mapping via Star Decomposition.” <i>ACM Transactions on Graphics</i> 43, no. 6
    (2024): 1–11. <a href="https://doi.org/10.1145/3687950">https://doi.org/10.1145/3687950</a>.'
  ieee: 'S. Hinderink, H. Brückler, and M. Campen, “Bijective Volumetric Mapping via
    Star Decomposition,” <i>ACM Transactions on Graphics</i>, vol. 43, no. 6, pp.
    1–11, 2024, doi: <a href="https://doi.org/10.1145/3687950">10.1145/3687950</a>.'
  mla: Hinderink, Steffen, et al. “Bijective Volumetric Mapping via Star Decomposition.”
    <i>ACM Transactions on Graphics</i>, vol. 43, no. 6, Association for Computing
    Machinery (ACM), 2024, pp. 1–11, doi:<a href="https://doi.org/10.1145/3687950">10.1145/3687950</a>.
  short: S. Hinderink, H. Brückler, M. Campen, ACM Transactions on Graphics 43 (2024)
    1–11.
date_created: 2025-06-23T09:09:51Z
date_updated: 2025-07-14T12:33:54Z
department:
- _id: '969'
doi: 10.1145/3687950
extern: '1'
intvolume: '        43'
issue: '6'
language:
- iso: eng
page: 1-11
publication: ACM Transactions on Graphics
publication_identifier:
  issn:
  - 0730-0301
  - 1557-7368
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: Bijective Volumetric Mapping via Star Decomposition
type: journal_article
user_id: '117512'
volume: 43
year: '2024'
...
---
_id: '60331'
abstract:
- lang: eng
  text: "<jats:p>\r\n            We present a novel algorithm to map ball-topology
    tetrahedral meshes onto star-shaped domains with guarantees regarding bijectivity.
    Our algorithm is based on the recently introduced idea of Shrink-and-Expand, where
    images of interior vertices are initially clustered at one point (Shrink-), before
    being sequentially moved to non-degenerate positions yielding a bijective map
    (-and-Expand). In this context, we introduce the concept of the\r\n            <jats:italic>cluster
    mesh</jats:italic>\r\n            , i.e. the unexpanded interior mesh consisting
    of geometrically degenerate simplices. Using local, per-vertex connectivity information
    solely from the cluster mesh, we show that a viable expansion sequence guaranteed
    to produce a bijective map can always be found as long as the mesh is\r\n            <jats:italic>shellable.</jats:italic>\r\n
    \           In addition to robustness guarantees for this ubiquitous class of
    inputs, other practically relevant benefits include improved parsimony and reduced
    algorithmic complexity. While inheriting some of the worst-case high run time
    requirements of the state of the art, significant acceleration for the average
    case is experimentally demonstrated.\r\n          </jats:p>"
author:
- first_name: Valentin Zénon
  full_name: Nigolian, Valentin Zénon
  last_name: Nigolian
- first_name: Marcel
  full_name: Campen, Marcel
  id: '114904'
  last_name: Campen
  orcid: 0000-0003-2340-3462
- first_name: David
  full_name: Bommes, David
  last_name: Bommes
citation:
  ama: Nigolian VZ, Campen M, Bommes D. A Progressive Embedding Approach to Bijective
    Tetrahedral Maps driven by Cluster Mesh Topology. <i>ACM Transactions on Graphics</i>.
    2024;43(6):1-14. doi:<a href="https://doi.org/10.1145/3687992">10.1145/3687992</a>
  apa: Nigolian, V. Z., Campen, M., &#38; Bommes, D. (2024). A Progressive Embedding
    Approach to Bijective Tetrahedral Maps driven by Cluster Mesh Topology. <i>ACM
    Transactions on Graphics</i>, <i>43</i>(6), 1–14. <a href="https://doi.org/10.1145/3687992">https://doi.org/10.1145/3687992</a>
  bibtex: '@article{Nigolian_Campen_Bommes_2024, title={A Progressive Embedding Approach
    to Bijective Tetrahedral Maps driven by Cluster Mesh Topology}, volume={43}, DOI={<a
    href="https://doi.org/10.1145/3687992">10.1145/3687992</a>}, number={6}, journal={ACM
    Transactions on Graphics}, publisher={Association for Computing Machinery (ACM)},
    author={Nigolian, Valentin Zénon and Campen, Marcel and Bommes, David}, year={2024},
    pages={1–14} }'
  chicago: 'Nigolian, Valentin Zénon, Marcel Campen, and David Bommes. “A Progressive
    Embedding Approach to Bijective Tetrahedral Maps Driven by Cluster Mesh Topology.”
    <i>ACM Transactions on Graphics</i> 43, no. 6 (2024): 1–14. <a href="https://doi.org/10.1145/3687992">https://doi.org/10.1145/3687992</a>.'
  ieee: 'V. Z. Nigolian, M. Campen, and D. Bommes, “A Progressive Embedding Approach
    to Bijective Tetrahedral Maps driven by Cluster Mesh Topology,” <i>ACM Transactions
    on Graphics</i>, vol. 43, no. 6, pp. 1–14, 2024, doi: <a href="https://doi.org/10.1145/3687992">10.1145/3687992</a>.'
  mla: Nigolian, Valentin Zénon, et al. “A Progressive Embedding Approach to Bijective
    Tetrahedral Maps Driven by Cluster Mesh Topology.” <i>ACM Transactions on Graphics</i>,
    vol. 43, no. 6, Association for Computing Machinery (ACM), 2024, pp. 1–14, doi:<a
    href="https://doi.org/10.1145/3687992">10.1145/3687992</a>.
  short: V.Z. Nigolian, M. Campen, D. Bommes, ACM Transactions on Graphics 43 (2024)
    1–14.
date_created: 2025-06-23T10:32:28Z
date_updated: 2025-07-14T12:48:45Z
department:
- _id: '969'
doi: 10.1145/3687992
extern: '1'
intvolume: '        43'
issue: '6'
language:
- iso: eng
page: 1-14
publication: ACM Transactions on Graphics
publication_identifier:
  issn:
  - 0730-0301
  - 1557-7368
publication_status: published
publisher: Association for Computing Machinery (ACM)
status: public
title: A Progressive Embedding Approach to Bijective Tetrahedral Maps driven by Cluster
  Mesh Topology
type: journal_article
user_id: '117512'
volume: 43
year: '2024'
...
---
_id: '55637'
author:
- first_name: Anastassija
  full_name: Kostan, Anastassija
  last_name: Kostan
- first_name: Sara
  full_name: Olschar, Sara
  last_name: Olschar
- first_name: Lucy
  full_name: Simko, Lucy
  last_name: Simko
- first_name: Yasemin
  full_name: Acar, Yasemin
  id: '94636'
  last_name: Acar
citation:
  ama: 'Kostan A, Olschar S, Simko L, Acar Y. Exploring digital security and privacy
    in relative poverty in Germany through qualitative interviews. In: Balzarotti
    D, Xu W, eds. <i>33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia,
    PA, USA, August 14-16, 2024</i>. USENIX Association; 2024.'
  apa: Kostan, A., Olschar, S., Simko, L., &#38; Acar, Y. (2024). Exploring digital
    security and privacy in relative poverty in Germany through qualitative interviews.
    In D. Balzarotti &#38; W. Xu (Eds.), <i>33rd USENIX Security Symposium, USENIX
    Security 2024, Philadelphia, PA, USA, August 14-16, 2024</i>. USENIX Association.
  bibtex: '@inproceedings{Kostan_Olschar_Simko_Acar_2024, title={Exploring digital
    security and privacy in relative poverty in Germany through qualitative interviews},
    booktitle={33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia,
    PA, USA, August 14-16, 2024}, publisher={USENIX Association}, author={Kostan,
    Anastassija and Olschar, Sara and Simko, Lucy and Acar, Yasemin}, editor={Balzarotti,
    Davide and Xu, Wenyuan}, year={2024} }'
  chicago: Kostan, Anastassija, Sara Olschar, Lucy Simko, and Yasemin Acar. “Exploring
    Digital Security and Privacy in Relative Poverty in Germany through Qualitative
    Interviews.” In <i>33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia,
    PA, USA, August 14-16, 2024</i>, edited by Davide Balzarotti and Wenyuan Xu. USENIX
    Association, 2024.
  ieee: A. Kostan, S. Olschar, L. Simko, and Y. Acar, “Exploring digital security
    and privacy in relative poverty in Germany through qualitative interviews,” in
    <i>33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA,
    August 14-16, 2024</i>, 2024.
  mla: Kostan, Anastassija, et al. “Exploring Digital Security and Privacy in Relative
    Poverty in Germany through Qualitative Interviews.” <i>33rd USENIX Security Symposium,
    USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024</i>, edited by
    Davide Balzarotti and Wenyuan Xu, USENIX Association, 2024.
  short: 'A. Kostan, S. Olschar, L. Simko, Y. Acar, in: D. Balzarotti, W. Xu (Eds.),
    33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August
    14-16, 2024, USENIX Association, 2024.'
date_created: 2024-08-19T08:27:57Z
date_updated: 2025-09-04T11:19:24Z
department:
- _id: '740'
editor:
- first_name: Davide
  full_name: Balzarotti, Davide
  last_name: Balzarotti
- first_name: Wenyuan
  full_name: Xu, Wenyuan
  last_name: Xu
language:
- iso: eng
publication: 33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA,
  USA, August 14-16, 2024
publisher: USENIX Association
status: public
title: Exploring digital security and privacy in relative poverty in Germany through
  qualitative interviews
type: conference
user_id: '15458'
year: '2024'
...
---
_id: '61172'
article_number: '114352'
author:
- first_name: Sam
  full_name: Coy, Sam
  last_name: Coy
- first_name: Artur
  full_name: Czumaj, Artur
  last_name: Czumaj
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Philipp
  full_name: Schneider, Philipp
  last_name: Schneider
- first_name: Julian
  full_name: Werthmann, Julian
  id: '50024'
  last_name: Werthmann
citation:
  ama: Coy S, Czumaj A, Scheideler C, Schneider P, Werthmann J. Routing Schemes for
    Hybrid Communication Networks. <i>Theoretical Computer Science</i>. 2024;985.
    doi:<a href="https://doi.org/10.1016/j.tcs.2023.114352">10.1016/j.tcs.2023.114352</a>
  apa: Coy, S., Czumaj, A., Scheideler, C., Schneider, P., &#38; Werthmann, J. (2024).
    Routing Schemes for Hybrid Communication Networks. <i>Theoretical Computer Science</i>,
    <i>985</i>, Article 114352. <a href="https://doi.org/10.1016/j.tcs.2023.114352">https://doi.org/10.1016/j.tcs.2023.114352</a>
  bibtex: '@article{Coy_Czumaj_Scheideler_Schneider_Werthmann_2024, title={Routing
    Schemes for Hybrid Communication Networks}, volume={985}, DOI={<a href="https://doi.org/10.1016/j.tcs.2023.114352">10.1016/j.tcs.2023.114352</a>},
    number={114352}, journal={Theoretical Computer Science}, publisher={Elsevier BV},
    author={Coy, Sam and Czumaj, Artur and Scheideler, Christian and Schneider, Philipp
    and Werthmann, Julian}, year={2024} }'
  chicago: Coy, Sam, Artur Czumaj, Christian Scheideler, Philipp Schneider, and Julian
    Werthmann. “Routing Schemes for Hybrid Communication Networks.” <i>Theoretical
    Computer Science</i> 985 (2024). <a href="https://doi.org/10.1016/j.tcs.2023.114352">https://doi.org/10.1016/j.tcs.2023.114352</a>.
  ieee: 'S. Coy, A. Czumaj, C. Scheideler, P. Schneider, and J. Werthmann, “Routing
    Schemes for Hybrid Communication Networks,” <i>Theoretical Computer Science</i>,
    vol. 985, Art. no. 114352, 2024, doi: <a href="https://doi.org/10.1016/j.tcs.2023.114352">10.1016/j.tcs.2023.114352</a>.'
  mla: Coy, Sam, et al. “Routing Schemes for Hybrid Communication Networks.” <i>Theoretical
    Computer Science</i>, vol. 985, 114352, Elsevier BV, 2024, doi:<a href="https://doi.org/10.1016/j.tcs.2023.114352">10.1016/j.tcs.2023.114352</a>.
  short: S. Coy, A. Czumaj, C. Scheideler, P. Schneider, J. Werthmann, Theoretical
    Computer Science 985 (2024).
date_created: 2025-09-10T14:26:11Z
date_updated: 2025-09-10T14:52:21Z
department:
- _id: '79'
doi: 10.1016/j.tcs.2023.114352
intvolume: '       985'
language:
- iso: eng
project:
- _id: '5'
  name: 'SFB 901; TP A1: Möglichkeiten und Grenzen lokaler Strategien in dynamischen
    Netzen'
publication: Theoretical Computer Science
publication_identifier:
  issn:
  - 0304-3975
publication_status: published
publisher: Elsevier BV
status: public
title: Routing Schemes for Hybrid Communication Networks
type: journal_article
user_id: '50024'
volume: 985
year: '2024'
...
---
_id: '58377'
abstract:
- lang: eng
  text: "The connection between inconsistent databases and Dung's abstract\r\nargumentation
    framework has recently drawn growing interest. Specifically, an\r\ninconsistent
    database, involving certain types of integrity constraints such as\r\nfunctional
    and inclusion dependencies, can be viewed as an argumentation\r\nframework in
    Dung's setting. Nevertheless, no prior work has explored the exact\r\nexpressive
    power of Dung's theory of argumentation when compared to\r\ninconsistent databases
    and integrity constraints. In this paper, we close this\r\ngap by arguing that
    an argumentation framework can also be viewed as an\r\ninconsistent database.
    We first establish a connection between subset-repairs\r\nfor databases and extensions
    for AFs, considering conflict-free, naive,\r\nadmissible, and preferred semantics.
    Further, we define a new family of\r\nattribute-based repairs based on the principle
    of maximal content preservation.\r\nThe effectiveness of these repairs is then
    highlighted by connecting them to\r\nstable, semi-stable, and stage semantics.
    Our main contributions include\r\ntranslating an argumentation framework into
    a database together with integrity\r\nconstraints. Moreover, this translation
    can be achieved in polynomial time,\r\nwhich is essential in transferring complexity
    results between the two\r\nformalisms."
author:
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Markus
  full_name: Hecher, Markus
  last_name: Hecher
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Mahmood Y, Hecher M, Ngonga Ngomo A-C. Dung’s Argumentation Framework: Unveiling
    the Expressive Power with  Inconsistent Databases. In: ; 2024. doi:<a href="https://doi.org/10.1609/AAAI.V39I14.33651">10.1609/AAAI.V39I14.33651</a>'
  apa: 'Mahmood, Y., Hecher, M., &#38; Ngonga Ngomo, A.-C. (2024). <i>Dung’s Argumentation
    Framework: Unveiling the Expressive Power with  Inconsistent Databases</i>. <a
    href="https://doi.org/10.1609/AAAI.V39I14.33651">https://doi.org/10.1609/AAAI.V39I14.33651</a>'
  bibtex: '@inproceedings{Mahmood_Hecher_Ngonga Ngomo_2024, title={Dung’s Argumentation
    Framework: Unveiling the Expressive Power with  Inconsistent Databases}, DOI={<a
    href="https://doi.org/10.1609/AAAI.V39I14.33651">10.1609/AAAI.V39I14.33651</a>},
    author={Mahmood, Yasir and Hecher, Markus and Ngonga Ngomo, Axel-Cyrille}, year={2024}
    }'
  chicago: 'Mahmood, Yasir, Markus Hecher, and Axel-Cyrille Ngonga Ngomo. “Dung’s
    Argumentation Framework: Unveiling the Expressive Power with  Inconsistent Databases,”
    2024. <a href="https://doi.org/10.1609/AAAI.V39I14.33651">https://doi.org/10.1609/AAAI.V39I14.33651</a>.'
  ieee: 'Y. Mahmood, M. Hecher, and A.-C. Ngonga Ngomo, “Dung’s Argumentation Framework:
    Unveiling the Expressive Power with  Inconsistent Databases,” 2024, doi: <a href="https://doi.org/10.1609/AAAI.V39I14.33651">10.1609/AAAI.V39I14.33651</a>.'
  mla: 'Mahmood, Yasir, et al. <i>Dung’s Argumentation Framework: Unveiling the Expressive
    Power with  Inconsistent Databases</i>. 2024, doi:<a href="https://doi.org/10.1609/AAAI.V39I14.33651">10.1609/AAAI.V39I14.33651</a>.'
  short: 'Y. Mahmood, M. Hecher, A.-C. Ngonga Ngomo, in: 2024.'
date_created: 2025-01-27T15:30:41Z
date_updated: 2025-09-11T10:01:11Z
department:
- _id: '574'
doi: 10.1609/AAAI.V39I14.33651
external_id:
  arxiv:
  - '2412.11617'
language:
- iso: eng
project:
- _id: '121'
  name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
    maschinellen Lernens'
status: public
title: 'Dung''s Argumentation Framework: Unveiling the Expressive Power with  Inconsistent
  Databases'
type: conference
user_id: '99353'
year: '2024'
...
---
_id: '57238'
abstract:
- lang: eng
  text: <jats:p>Abstract argumentation is a popular toolkit for modeling, evaluating,
    and comparing arguments. Relationships between arguments are specified in argumentation
    frameworks (AFs), and conditions are placed on sets (extensions) of arguments
    that allow AFs to be evaluated. For more expressiveness, AFs are augmented with
    acceptance conditions on directly interacting arguments or a constraint on the
    admissible sets of arguments, resulting in dialectic frameworks or constrained
    argumentation frameworks. In this paper, we consider flexible conditions for rejecting
    an argument from an extension, which we call rejection conditions (RCs). On the
    technical level, we associate each argument with a specific logic program. We
    analyze the resulting complexity, including the structural parameter treewidth.
    Rejection AFs are highly expressive, giving rise to natural problems on higher
    levels of the polynomial hierarchy.</jats:p>
author:
- first_name: Johannes K.
  full_name: Fichte, Johannes K.
  last_name: Fichte
- first_name: Markus
  full_name: Hecher, Markus
  last_name: Hecher
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Arne
  full_name: Meier, Arne
  last_name: Meier
citation:
  ama: 'Fichte JK, Hecher M, Mahmood Y, Meier A. Rejection in Abstract Argumentation:
    Harder Than Acceptance? In: <i>Frontiers in Artificial Intelligence and Applications</i>.
    IOS Press; 2024. doi:<a href="https://doi.org/10.3233/faia240867">10.3233/faia240867</a>'
  apa: 'Fichte, J. K., Hecher, M., Mahmood, Y., &#38; Meier, A. (2024). Rejection
    in Abstract Argumentation: Harder Than Acceptance? In <i>Frontiers in Artificial
    Intelligence and Applications</i>. ECAI} 2024 - 27th European Conference on Artificial
    Intelligence, Santiago de Compostela, Spain. IOS Press. <a href="https://doi.org/10.3233/faia240867">https://doi.org/10.3233/faia240867</a>'
  bibtex: '@inbook{Fichte_Hecher_Mahmood_Meier_2024, title={Rejection in Abstract
    Argumentation: Harder Than Acceptance?}, DOI={<a href="https://doi.org/10.3233/faia240867">10.3233/faia240867</a>},
    booktitle={Frontiers in Artificial Intelligence and Applications}, publisher={IOS
    Press}, author={Fichte, Johannes K. and Hecher, Markus and Mahmood, Yasir and
    Meier, Arne}, year={2024} }'
  chicago: 'Fichte, Johannes K., Markus Hecher, Yasir Mahmood, and Arne Meier. “Rejection
    in Abstract Argumentation: Harder Than Acceptance?” In <i>Frontiers in Artificial
    Intelligence and Applications</i>. IOS Press, 2024. <a href="https://doi.org/10.3233/faia240867">https://doi.org/10.3233/faia240867</a>.'
  ieee: 'J. K. Fichte, M. Hecher, Y. Mahmood, and A. Meier, “Rejection in Abstract
    Argumentation: Harder Than Acceptance?,” in <i>Frontiers in Artificial Intelligence
    and Applications</i>, IOS Press, 2024.'
  mla: 'Fichte, Johannes K., et al. “Rejection in Abstract Argumentation: Harder Than
    Acceptance?” <i>Frontiers in Artificial Intelligence and Applications</i>, IOS
    Press, 2024, doi:<a href="https://doi.org/10.3233/faia240867">10.3233/faia240867</a>.'
  short: 'J.K. Fichte, M. Hecher, Y. Mahmood, A. Meier, in: Frontiers in Artificial
    Intelligence and Applications, IOS Press, 2024.'
conference:
  location: Santiago de Compostela, Spain
  name: ECAI} 2024 - 27th European Conference on Artificial Intelligence
date_created: 2024-11-19T11:46:55Z
date_updated: 2025-09-11T10:01:52Z
department:
- _id: '574'
doi: 10.3233/faia240867
language:
- iso: eng
project:
- _id: '121'
  name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
    maschinellen Lernens'
publication: Frontiers in Artificial Intelligence and Applications
publication_identifier:
  isbn:
  - '9781643685489'
  issn:
  - 0922-6389
  - 1879-8314
publication_status: published
publisher: IOS Press
status: public
title: 'Rejection in Abstract Argumentation: Harder Than Acceptance?'
type: book_chapter
user_id: '99353'
year: '2024'
...
---
_id: '55655'
abstract:
- lang: eng
  text: <jats:p>Argumentation is a well-established formalism for nonmonotonic reasoning,
    with popular frameworks being Dung’s abstract argumentation (AFs) or logic-based
    argumentation (Besnard-Hunter’s framework). Structurally, a set of formulas forms
    support for a claim if it is consistent, subset-minimal, and implies the claim.
    Then, an argument comprises support and a claim. We observe that the computational
    task (ARG) of asking for support of a claim in a knowledge base is “brave”, since
    many claims with a single support are accepted. As a result, ARG falls short when
    it comes to the question of confidence in a claim, or claim strength. In this
    paper, we propose a concept for measuring the (acceptance) strength of claims,
    based on counting supports for a claim. Further, we settle classical and structural
    complexity of counting arguments favoring a given claim in propositional knowledge
    bases (KBs). We introduce quantitative reasoning to measure the strength of claims
    in a KB and to determine the relevance strength of a formula for a claim.</jats:p>
author:
- first_name: Markus
  full_name: Hecher, Markus
  last_name: Hecher
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Arne
  full_name: Meier, Arne
  last_name: Meier
- first_name: Johannes
  full_name: Schmidt, Johannes
  last_name: Schmidt
citation:
  ama: 'Hecher M, Mahmood Y, Meier A, Schmidt J. Quantitative Claim-Centric Reasoning
    in Logic-Based Argumentation. In: <i>Proceedings of the Thirty-ThirdInternational
    Joint Conference on Artificial Intelligence</i>. International Joint Conferences
    on Artificial Intelligence Organization; 2024. doi:<a href="https://doi.org/10.24963/ijcai.2024/377">10.24963/ijcai.2024/377</a>'
  apa: Hecher, M., Mahmood, Y., Meier, A., &#38; Schmidt, J. (2024). Quantitative
    Claim-Centric Reasoning in Logic-Based Argumentation. <i>Proceedings of the Thirty-ThirdInternational
    Joint Conference on Artificial Intelligence</i>. <a href="https://doi.org/10.24963/ijcai.2024/377">https://doi.org/10.24963/ijcai.2024/377</a>
  bibtex: '@inproceedings{Hecher_Mahmood_Meier_Schmidt_2024, title={Quantitative Claim-Centric
    Reasoning in Logic-Based Argumentation}, DOI={<a href="https://doi.org/10.24963/ijcai.2024/377">10.24963/ijcai.2024/377</a>},
    booktitle={Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial
    Intelligence}, publisher={International Joint Conferences on Artificial Intelligence
    Organization}, author={Hecher, Markus and Mahmood, Yasir and Meier, Arne and Schmidt,
    Johannes}, year={2024} }'
  chicago: Hecher, Markus, Yasir Mahmood, Arne Meier, and Johannes Schmidt. “Quantitative
    Claim-Centric Reasoning in Logic-Based Argumentation.” In <i>Proceedings of the
    Thirty-ThirdInternational Joint Conference on Artificial Intelligence</i>. International
    Joint Conferences on Artificial Intelligence Organization, 2024. <a href="https://doi.org/10.24963/ijcai.2024/377">https://doi.org/10.24963/ijcai.2024/377</a>.
  ieee: 'M. Hecher, Y. Mahmood, A. Meier, and J. Schmidt, “Quantitative Claim-Centric
    Reasoning in Logic-Based Argumentation,” 2024, doi: <a href="https://doi.org/10.24963/ijcai.2024/377">10.24963/ijcai.2024/377</a>.'
  mla: Hecher, Markus, et al. “Quantitative Claim-Centric Reasoning in Logic-Based
    Argumentation.” <i>Proceedings of the Thirty-ThirdInternational Joint Conference
    on Artificial Intelligence</i>, International Joint Conferences on Artificial
    Intelligence Organization, 2024, doi:<a href="https://doi.org/10.24963/ijcai.2024/377">10.24963/ijcai.2024/377</a>.
  short: 'M. Hecher, Y. Mahmood, A. Meier, J. Schmidt, in: Proceedings of the Thirty-ThirdInternational
    Joint Conference on Artificial Intelligence, International Joint Conferences on
    Artificial Intelligence Organization, 2024.'
date_created: 2024-08-19T16:21:51Z
date_updated: 2025-09-11T10:02:03Z
department:
- _id: '574'
doi: 10.24963/ijcai.2024/377
language:
- iso: eng
project:
- _id: '121'
  name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
    maschinellen Lernens'
publication: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial
  Intelligence
publication_status: published
publisher: International Joint Conferences on Artificial Intelligence Organization
status: public
title: Quantitative Claim-Centric Reasoning in Logic-Based Argumentation
type: conference
user_id: '99353'
year: '2024'
...
---
_id: '57814'
abstract:
- lang: eng
  text: "We study consistent query answering via different graph representations.\r\nFirst,
    we introduce solution-conflict hypergraphs in which nodes represent\r\nfacts and
    edges represent either conflicts or query solutions. Considering a\r\nmonotonic
    query and a set of antimonotonic constraints, we present an explicit\r\nalgorithm
    for counting the number of repairs satisfying the query based on a\r\ntree decomposition
    of the solution-conflict hypergraph. The algorithm not only\r\nprovides fixed-parameter
    tractability results for data complexity over\r\nexpressive query and constraint
    classes, but also introduces a novel and\r\npotentially implementable approach
    to repair counting. Second, we consider the\r\nGaifman graphs arising from MSO
    descriptions of consistent query answering.\r\nUsing a generalization of Courcelle's
    theorem, we then present fixed-parameter\r\ntractability results for combined
    complexity over expressive query and\r\nconstraint classes."
author:
- first_name: Teemu
  full_name: Hankala, Teemu
  last_name: Hankala
- first_name: Miika
  full_name: Hannula, Miika
  last_name: Hannula
- first_name: Yasir
  full_name: Mahmood, Yasir
  id: '99353'
  last_name: Mahmood
- first_name: Arne
  full_name: Meier, Arne
  last_name: Meier
citation:
  ama: Hankala T, Hannula M, Mahmood Y, Meier A. Parameterised Complexity of Consistent
    Query Answering via Graph  Representations. <i>arXiv:241208324</i>. Published
    online 2024.
  apa: Hankala, T., Hannula, M., Mahmood, Y., &#38; Meier, A. (2024). Parameterised
    Complexity of Consistent Query Answering via Graph  Representations. In <i>arXiv:2412.08324</i>.
  bibtex: '@article{Hankala_Hannula_Mahmood_Meier_2024, title={Parameterised Complexity
    of Consistent Query Answering via Graph  Representations}, journal={arXiv:2412.08324},
    author={Hankala, Teemu and Hannula, Miika and Mahmood, Yasir and Meier, Arne},
    year={2024} }'
  chicago: Hankala, Teemu, Miika Hannula, Yasir Mahmood, and Arne Meier. “Parameterised
    Complexity of Consistent Query Answering via Graph  Representations.” <i>ArXiv:2412.08324</i>,
    2024.
  ieee: T. Hankala, M. Hannula, Y. Mahmood, and A. Meier, “Parameterised Complexity
    of Consistent Query Answering via Graph  Representations,” <i>arXiv:2412.08324</i>.
    2024.
  mla: Hankala, Teemu, et al. “Parameterised Complexity of Consistent Query Answering
    via Graph  Representations.” <i>ArXiv:2412.08324</i>, 2024.
  short: T. Hankala, M. Hannula, Y. Mahmood, A. Meier, ArXiv:2412.08324 (2024).
date_created: 2024-12-15T20:12:56Z
date_updated: 2025-09-11T10:01:35Z
department:
- _id: '574'
external_id:
  arxiv:
  - '2412.08324'
language:
- iso: eng
project:
- _id: '121'
  name: 'TRR 318; TP B01: Ein dialogbasierter Ansatz zur Erklärung von Modellen des
    maschinellen Lernens'
publication: arXiv:2412.08324
status: public
title: Parameterised Complexity of Consistent Query Answering via Graph  Representations
type: preprint
user_id: '99353'
year: '2024'
...
---
_id: '56140'
abstract:
- lang: eng
  text: "    Android apps collecting data from users must comply with legal frameworks
    to ensure data protection. This requirement has become even more important since
    the implementation of the General Data Protection Regulation (GDPR) by the European
    Union in 2018. Moreover, with the proposed Cyber Resilience Act on the horizon,
    stakeholders will soon need to assess software against even more stringent security
    and privacy standards. Effective privacy assessments require collaboration among
    groups with diverse expertise to function effectively as a cohesive unit.\r\n
    \   This paper motivates the need for an automated approach that enhances understanding
    of data protection in Android apps and improves communication between the various
    parties involved in privacy assessments. We propose the Assessor View, a tool
    designed to bridge the knowledge gap between these parties, facilitating more
    effective privacy assessments of Android applications. "
author:
- first_name: Mugdha
  full_name: Khedkar, Mugdha
  id: '88024'
  last_name: Khedkar
- first_name: Michael
  full_name: Schlichtig, Michael
  id: '32312'
  last_name: Schlichtig
  orcid: 0000-0001-6600-6171
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
citation:
  ama: 'Khedkar M, Schlichtig M, Bodden E. Advancing Android Privacy Assessments with
    Automation. In: <i>In Proceedings of the 39th IEEE/ACM International Conference
    on Automated Software Engineering Workshops (ASEW ’24)</i>. ; 2024. doi:<a href="https://doi.org/10.1145/3691621.3694953">10.1145/3691621.3694953</a>'
  apa: Khedkar, M., Schlichtig, M., &#38; Bodden, E. (2024). Advancing Android Privacy
    Assessments with Automation. <i>In Proceedings of the 39th IEEE/ACM International
    Conference on Automated Software Engineering Workshops (ASEW ’24)</i>. 39th IEEE/ACM
    International Conference on Automated Software Engineering (ASE 2024), Sacramento,
    California. <a href="https://doi.org/10.1145/3691621.3694953">https://doi.org/10.1145/3691621.3694953</a>
  bibtex: '@inproceedings{Khedkar_Schlichtig_Bodden_2024, title={Advancing Android
    Privacy Assessments with Automation}, DOI={<a href="https://doi.org/10.1145/3691621.3694953">10.1145/3691621.3694953</a>},
    booktitle={In Proceedings of the 39th IEEE/ACM International Conference on Automated
    Software Engineering Workshops (ASEW ’24)}, author={Khedkar, Mugdha and Schlichtig,
    Michael and Bodden, Eric}, year={2024} }'
  chicago: Khedkar, Mugdha, Michael Schlichtig, and Eric Bodden. “Advancing Android
    Privacy Assessments with Automation.” In <i>In Proceedings of the 39th IEEE/ACM
    International Conference on Automated Software Engineering Workshops (ASEW ’24)</i>,
    2024. <a href="https://doi.org/10.1145/3691621.3694953">https://doi.org/10.1145/3691621.3694953</a>.
  ieee: 'M. Khedkar, M. Schlichtig, and E. Bodden, “Advancing Android Privacy Assessments
    with Automation,” presented at the 39th IEEE/ACM International Conference on Automated
    Software Engineering (ASE 2024), Sacramento, California, 2024, doi: <a href="https://doi.org/10.1145/3691621.3694953">10.1145/3691621.3694953</a>.'
  mla: Khedkar, Mugdha, et al. “Advancing Android Privacy Assessments with Automation.”
    <i>In Proceedings of the 39th IEEE/ACM International Conference on Automated Software
    Engineering Workshops (ASEW ’24)</i>, 2024, doi:<a href="https://doi.org/10.1145/3691621.3694953">10.1145/3691621.3694953</a>.
  short: 'M. Khedkar, M. Schlichtig, E. Bodden, in: In Proceedings of the 39th IEEE/ACM
    International Conference on Automated Software Engineering Workshops (ASEW ’24),
    2024.'
conference:
  end_date: 2024-11-01
  location: Sacramento, California
  name: 39th IEEE/ACM International Conference on Automated Software Engineering (ASE
    2024)
  start_date: 2024-10-27
date_created: 2024-09-16T08:55:34Z
date_updated: 2026-03-13T12:12:45Z
ddc:
- '000'
department:
- _id: '76'
doi: 10.1145/3691621.3694953
external_id:
  arxiv:
  - '2409.06564'
file:
- access_level: closed
  content_type: application/pdf
  creator: khedkarm
  date_created: 2024-09-16T08:55:23Z
  date_updated: 2024-09-16T08:55:23Z
  file_id: '56141'
  file_name: 2409.06564v1.pdf
  file_size: 1207856
  relation: main_file
  success: 1
file_date_updated: 2024-09-16T08:55:23Z
has_accepted_license: '1'
language:
- iso: eng
publication: In Proceedings of the 39th IEEE/ACM International Conference on Automated
  Software Engineering Workshops (ASEW ’24)
status: public
title: Advancing Android Privacy Assessments with Automation
type: conference
user_id: '32312'
year: '2024'
...
---
_id: '63658'
author:
- first_name: Simon
  full_name: Klüttermann, Simon
  last_name: Klüttermann
- first_name: Jérôme
  full_name: Rutinowski, Jérôme
  last_name: Rutinowski
- first_name: Frederik
  full_name: Polachowski, Frederik
  last_name: Polachowski
- first_name: Anh
  full_name: Nguyen, Anh
  last_name: Nguyen
- first_name: Britta
  full_name: Grimme, Britta
  last_name: Grimme
- first_name: Moritz
  full_name: Roidl, Moritz
  last_name: Roidl
- first_name: Emmanuel
  full_name: Müller, Emmanuel
  last_name: Müller
citation:
  ama: 'Klüttermann S, Rutinowski J, Polachowski F, et al. On the Effectiveness of
    Heterogeneous Ensemble Methods for Re-identification. In: <i>2024 International
    Conference on Machine Learning and Applications (ICMLA)</i>. ; 2024:1705–1711.'
  apa: Klüttermann, S., Rutinowski, J., Polachowski, F., Nguyen, A., Grimme, B., Roidl,
    M., &#38; Müller, E. (2024). On the Effectiveness of Heterogeneous Ensemble Methods
    for Re-identification. <i>2024 International Conference on Machine Learning and
    Applications (ICMLA)</i>, 1705–1711.
  bibtex: '@inproceedings{Klüttermann_Rutinowski_Polachowski_Nguyen_Grimme_Roidl_Müller_2024,
    title={On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification},
    booktitle={2024 International Conference on Machine Learning and Applications
    (ICMLA)}, author={Klüttermann, Simon and Rutinowski, Jérôme and Polachowski, Frederik
    and Nguyen, Anh and Grimme, Britta and Roidl, Moritz and Müller, Emmanuel}, year={2024},
    pages={1705–1711} }'
  chicago: Klüttermann, Simon, Jérôme Rutinowski, Frederik Polachowski, Anh Nguyen,
    Britta Grimme, Moritz Roidl, and Emmanuel Müller. “On the Effectiveness of Heterogeneous
    Ensemble Methods for Re-Identification.” In <i>2024 International Conference on
    Machine Learning and Applications (ICMLA)</i>, 1705–1711, 2024.
  ieee: S. Klüttermann <i>et al.</i>, “On the Effectiveness of Heterogeneous Ensemble
    Methods for Re-identification,” in <i>2024 International Conference on Machine
    Learning and Applications (ICMLA)</i>, 2024, pp. 1705–1711.
  mla: Klüttermann, Simon, et al. “On the Effectiveness of Heterogeneous Ensemble
    Methods for Re-Identification.” <i>2024 International Conference on Machine Learning
    and Applications (ICMLA)</i>, 2024, pp. 1705–1711.
  short: 'S. Klüttermann, J. Rutinowski, F. Polachowski, A. Nguyen, B. Grimme, M.
    Roidl, E. Müller, in: 2024 International Conference on Machine Learning and Applications
    (ICMLA), 2024, pp. 1705–1711.'
date_created: 2026-01-19T11:29:47Z
date_updated: 2026-03-19T07:47:29Z
department:
- _id: '819'
language:
- iso: eng
page: 1705–1711
publication: 2024 International Conference on Machine Learning and Applications (ICMLA)
status: public
title: On the Effectiveness of Heterogeneous Ensemble Methods for Re-identification
type: conference
user_id: '103682'
year: '2024'
...
---
_id: '52587'
author:
- first_name: Eric
  full_name: Bodden, Eric
  id: '59256'
  last_name: Bodden
  orcid: 0000-0003-3470-3647
- first_name: Jens
  full_name: Pottebaum, Jens
  id: '405'
  last_name: Pottebaum
  orcid: http://orcid.org/0000-0001-8778-2989
- first_name: Markus
  full_name: Fockel, Markus
  id: '8472'
  last_name: Fockel
  orcid: 0000-0002-1269-0702
- first_name: Iris
  full_name: Gräßler, Iris
  id: '47565'
  last_name: Gräßler
  orcid: 0000-0001-5765-971X
citation:
  ama: Bodden E, Pottebaum J, Fockel M, Gräßler I. Evaluating Security Through Isolation
    and Defense in Depth. <i>IEEE Security &#38; Privacy</i>. 2024;22(1):69-72. doi:<a
    href="https://doi.org/10.1109/msec.2023.3336028">10.1109/msec.2023.3336028</a>
  apa: Bodden, E., Pottebaum, J., Fockel, M., &#38; Gräßler, I. (2024). Evaluating
    Security Through Isolation and Defense in Depth. <i>IEEE Security &#38; Privacy</i>,
    <i>22</i>(1), 69–72. <a href="https://doi.org/10.1109/msec.2023.3336028">https://doi.org/10.1109/msec.2023.3336028</a>
  bibtex: '@article{Bodden_Pottebaum_Fockel_Gräßler_2024, title={Evaluating Security
    Through Isolation and Defense in Depth}, volume={22}, DOI={<a href="https://doi.org/10.1109/msec.2023.3336028">10.1109/msec.2023.3336028</a>},
    number={1}, journal={IEEE Security &#38; Privacy}, publisher={Institute of Electrical
    and Electronics Engineers (IEEE)}, author={Bodden, Eric and Pottebaum, Jens and
    Fockel, Markus and Gräßler, Iris}, year={2024}, pages={69–72} }'
  chicago: 'Bodden, Eric, Jens Pottebaum, Markus Fockel, and Iris Gräßler. “Evaluating
    Security Through Isolation and Defense in Depth.” <i>IEEE Security &#38; Privacy</i>
    22, no. 1 (2024): 69–72. <a href="https://doi.org/10.1109/msec.2023.3336028">https://doi.org/10.1109/msec.2023.3336028</a>.'
  ieee: 'E. Bodden, J. Pottebaum, M. Fockel, and I. Gräßler, “Evaluating Security
    Through Isolation and Defense in Depth,” <i>IEEE Security &#38; Privacy</i>, vol.
    22, no. 1, pp. 69–72, 2024, doi: <a href="https://doi.org/10.1109/msec.2023.3336028">10.1109/msec.2023.3336028</a>.'
  mla: Bodden, Eric, et al. “Evaluating Security Through Isolation and Defense in
    Depth.” <i>IEEE Security &#38; Privacy</i>, vol. 22, no. 1, Institute of Electrical
    and Electronics Engineers (IEEE), 2024, pp. 69–72, doi:<a href="https://doi.org/10.1109/msec.2023.3336028">10.1109/msec.2023.3336028</a>.
  short: E. Bodden, J. Pottebaum, M. Fockel, I. Gräßler, IEEE Security &#38; Privacy
    22 (2024) 69–72.
date_created: 2024-03-15T20:16:18Z
date_updated: 2026-03-31T02:19:49Z
department:
- _id: '152'
- _id: '76'
- _id: '662'
doi: 10.1109/msec.2023.3336028
intvolume: '        22'
issue: '1'
keyword:
- Law
- Electrical and Electronic Engineering
- Computer Networks and Communications
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10411721
page: 69-72
publication: IEEE Security & Privacy
publication_identifier:
  issn:
  - 1540-7993
  - 1558-4046
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Evaluating Security Through Isolation and Defense in Depth
type: journal_article
user_id: '405'
volume: 22
year: '2024'
...
---
_id: '56481'
author:
- first_name: Christoph
  full_name: Berganski, Christoph
  id: '98854'
  last_name: Berganski
- first_name: Felix
  full_name: Jentzsch, Felix
  id: '55631'
  last_name: Jentzsch
  orcid: 0000-0003-4987-5708
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
- first_name: Max
  full_name: Kuhmichel, Max
  last_name: Kuhmichel
- first_name: Heiner
  full_name: Giefers, Heiner
  last_name: Giefers
citation:
  ama: 'Berganski C, Jentzsch F, Platzner M, Kuhmichel M, Giefers H. FINN-T: Compiling
    Custom Dataflow Accelerators for Quantized Transformers. In: ; 2024.'
  apa: 'Berganski, C., Jentzsch, F., Platzner, M., Kuhmichel, M., &#38; Giefers, H.
    (2024). <i>FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers</i>.
    International Conference on Field Programmable Technology, Sydney.'
  bibtex: '@inproceedings{Berganski_Jentzsch_Platzner_Kuhmichel_Giefers_2024, title={FINN-T:
    Compiling Custom Dataflow Accelerators for Quantized Transformers}, author={Berganski,
    Christoph and Jentzsch, Felix and Platzner, Marco and Kuhmichel, Max and Giefers,
    Heiner}, year={2024} }'
  chicago: 'Berganski, Christoph, Felix Jentzsch, Marco Platzner, Max Kuhmichel, and
    Heiner Giefers. “FINN-T: Compiling Custom Dataflow Accelerators for Quantized
    Transformers,” 2024.'
  ieee: 'C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, and H. Giefers, “FINN-T:
    Compiling Custom Dataflow Accelerators for Quantized Transformers,” presented
    at the International Conference on Field Programmable Technology, Sydney, 2024.'
  mla: 'Berganski, Christoph, et al. <i>FINN-T: Compiling Custom Dataflow Accelerators
    for Quantized Transformers</i>. 2024.'
  short: 'C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.'
conference:
  end_date: 2024-12-12
  location: Sydney
  name: International Conference on Field Programmable Technology
  start_date: 2024-12-10
date_created: 2024-10-10T07:49:13Z
date_updated: 2026-04-27T14:14:40Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
title: 'FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers'
type: conference
user_id: '55631'
year: '2024'
...
---
_id: '54245'
author:
- first_name: Luca-Sebastian
  full_name: Henke, Luca-Sebastian
  last_name: Henke
citation:
  ama: Henke L-S. <i>Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting</i>.;
    2024.
  apa: Henke, L.-S. (2024). <i>Exploring Custom FPGA Accelerators for DNN-based RF
    Fingerprinting</i>.
  bibtex: '@book{Henke_2024, title={Exploring Custom FPGA Accelerators for DNN-based
    RF Fingerprinting}, author={Henke, Luca-Sebastian}, year={2024} }'
  chicago: Henke, Luca-Sebastian. <i>Exploring Custom FPGA Accelerators for DNN-Based
    RF Fingerprinting</i>, 2024.
  ieee: L.-S. Henke, <i>Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting</i>.
    2024.
  mla: Henke, Luca-Sebastian. <i>Exploring Custom FPGA Accelerators for DNN-Based
    RF Fingerprinting</i>. 2024.
  short: L.-S. Henke, Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting,
    2024.
date_created: 2024-05-13T14:00:01Z
date_updated: 2026-04-27T14:20:23Z
department:
- _id: '78'
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
status: public
supervisor:
- first_name: Felix
  full_name: Jentzsch, Felix
  id: '55631'
  last_name: Jentzsch
  orcid: 0000-0003-4987-5708
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
title: Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting
type: mastersthesis
user_id: '55631'
year: '2024'
...
---
_id: '50273'
abstract:
- lang: eng
  text: "The Polynomial-Time Hierarchy ($\\mathsf{PH}$) is a staple of classical\r\ncomplexity
    theory, with applications spanning randomized computation to circuit\r\nlower
    bounds to ''quantum advantage'' analyses for near-term quantum computers.\r\nQuantumly,
    however, despite the fact that at least \\emph{four} definitions of\r\nquantum
    $\\mathsf{PH}$ exist, it has been challenging to prove analogues for\r\nthese
    of even basic facts from $\\mathsf{PH}$. This work studies three\r\nquantum-verifier
    based generalizations of $\\mathsf{PH}$, two of which are from\r\n[Gharibian,
    Santha, Sikora, Sundaram, Yirka, 2022] and use classical strings\r\n($\\mathsf{QCPH}$)
    and quantum mixed states ($\\mathsf{QPH}$) as proofs, and one\r\nof which is new
    to this work, utilizing quantum pure states\r\n($\\mathsf{pureQPH}$) as proofs.
    We first resolve several open problems from\r\n[GSSSY22], including a collapse
    theorem and a Karp-Lipton theorem for\r\n$\\mathsf{QCPH}$. Then, for our new class
    $\\mathsf{pureQPH}$, we show one-sided\r\nerror reduction for $\\mathsf{pureQPH}$,
    as well as the first bounds relating\r\nthese quantum variants of $\\mathsf{PH}$,
    namely $\\mathsf{QCPH}\\subseteq\r\n\\mathsf{pureQPH} \\subseteq \\mathsf{EXP}^{\\mathsf{PP}}$."
author:
- first_name: Avantika
  full_name: Agarwal, Avantika
  last_name: Agarwal
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
- first_name: Venkata
  full_name: Koppula, Venkata
  last_name: Koppula
- first_name: Dorian
  full_name: Rudolph, Dorian
  id: '57863'
  last_name: Rudolph
citation:
  ama: 'Agarwal A, Gharibian S, Koppula V, Rudolph D. Quantum Polynomial Hierarchies:
    Karp-Lipton, error reduction, and lower  bounds. In: <i>Proceedings of 49th International
    Symposium on Mathematical Foundations of Computer Science (MFCS)</i>. Vol 306.
    ; 2024:7-17. doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>'
  apa: 'Agarwal, A., Gharibian, S., Koppula, V., &#38; Rudolph, D. (2024). Quantum
    Polynomial Hierarchies: Karp-Lipton, error reduction, and lower  bounds. <i>Proceedings
    of 49th International Symposium on Mathematical Foundations of Computer Science
    (MFCS)</i>, <i>306</i>(7), 7–17. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">https://doi.org/10.4230/LIPIcs.MFCS.2024.7</a>'
  bibtex: '@inproceedings{Agarwal_Gharibian_Koppula_Rudolph_2024, title={Quantum Polynomial
    Hierarchies: Karp-Lipton, error reduction, and lower  bounds}, volume={306}, DOI={<a
    href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>},
    number={7}, booktitle={Proceedings of 49th International Symposium on Mathematical
    Foundations of Computer Science (MFCS)}, author={Agarwal, Avantika and Gharibian,
    Sevag and Koppula, Venkata and Rudolph, Dorian}, year={2024}, pages={7–17} }'
  chicago: 'Agarwal, Avantika, Sevag Gharibian, Venkata Koppula, and Dorian Rudolph.
    “Quantum Polynomial Hierarchies: Karp-Lipton, Error Reduction, and Lower  Bounds.”
    In <i>Proceedings of 49th International Symposium on Mathematical Foundations
    of Computer Science (MFCS)</i>, 306:7–17, 2024. <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">https://doi.org/10.4230/LIPIcs.MFCS.2024.7</a>.'
  ieee: 'A. Agarwal, S. Gharibian, V. Koppula, and D. Rudolph, “Quantum Polynomial
    Hierarchies: Karp-Lipton, error reduction, and lower  bounds,” in <i>Proceedings
    of 49th International Symposium on Mathematical Foundations of Computer Science
    (MFCS)</i>, 2024, vol. 306, no. 7, pp. 7–17, doi: <a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>.'
  mla: 'Agarwal, Avantika, et al. “Quantum Polynomial Hierarchies: Karp-Lipton, Error
    Reduction, and Lower  Bounds.” <i>Proceedings of 49th International Symposium
    on Mathematical Foundations of Computer Science (MFCS)</i>, vol. 306, no. 7, 2024,
    pp. 7–17, doi:<a href="https://doi.org/10.4230/LIPIcs.MFCS.2024.7">10.4230/LIPIcs.MFCS.2024.7</a>.'
  short: 'A. Agarwal, S. Gharibian, V. Koppula, D. Rudolph, in: Proceedings of 49th
    International Symposium on Mathematical Foundations of Computer Science (MFCS),
    2024, pp. 7–17.'
date_created: 2024-01-07T20:09:32Z
date_updated: 2026-05-15T08:39:23Z
department:
- _id: '7'
- _id: '623'
doi: 10.4230/LIPIcs.MFCS.2024.7
external_id:
  arxiv:
  - '2401.01633'
intvolume: '       306'
issue: '7'
language:
- iso: eng
page: 7-17
publication: Proceedings of 49th International Symposium on Mathematical Foundations
  of Computer Science (MFCS)
publication_status: published
status: public
title: 'Quantum Polynomial Hierarchies: Karp-Lipton, error reduction, and lower  bounds'
type: conference
user_id: '71541'
volume: 306
year: '2024'
...
---
_id: '50406'
abstract:
- lang: eng
  text: "What is the power of polynomial-time quantum computation with access to an
    NP\r\noracle? In this work, we focus on two fundamental tasks from the study of\r\nBoolean
    satisfiability (SAT) problems: search-to-decision reductions, and\r\napproximate
    counting. We first show that, in strong contrast to the classical\r\nsetting where
    a poly-time Turing machine requires $\\Theta(n)$ queries to an NP\r\noracle to
    compute a witness to a given SAT formula, quantumly $\\Theta(\\log n)$\r\nqueries
    suffice. We then show this is tight in the black-box model - any\r\nquantum algorithm
    with \"NP-like\" query access to a formula requires\r\n$\\Omega(\\log n)$ queries
    to extract a solution with constant probability.\r\nMoving to approximate counting
    of SAT solutions, by exploiting a quantum link\r\nbetween search-to-decision reductions
    and approximate counting, we show that\r\nexisting classical approximate counting
    algorithms are likely optimal. First,\r\nwe give a lower bound in the \"NP-like\"
    black-box query setting: Approximate\r\ncounting requires $\\Omega(\\log n)$ queries,
    even on a quantum computer. We then\r\ngive a \"white-box\" lower bound (i.e.
    where the input formula is not hidden in\r\nthe oracle) - if there exists a randomized
    poly-time classical or quantum\r\nalgorithm for approximate counting making $o(log
    n)$ NP queries, then\r\n$\\text{BPP}^{\\text{NP}[o(n)]}$ contains a $\\text{P}^{\\text{NP}}$-complete\r\nproblem
    if the algorithm is classical and $\\text{FBQP}^{\\text{NP}[o(n)]}$\r\ncontains
    an $\\text{FP}^{\\text{NP}}$-complete problem if the algorithm is\r\nquantum."
author:
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
- first_name: Jonas
  full_name: Kamminga, Jonas
  last_name: Kamminga
citation:
  ama: 'Gharibian S, Kamminga J. BQP, meet NP: Search-to-decision reductions and approximate
    counting. In: <i>Proceedings of 51st EATCS International Colloquium on Automata,
    Languages and Programming (ICALP)</i>. Vol 297. ; 2024:1-19.'
  apa: 'Gharibian, S., &#38; Kamminga, J. (2024). BQP, meet NP: Search-to-decision
    reductions and approximate counting. <i>Proceedings of 51st EATCS International
    Colloquium on Automata, Languages and Programming (ICALP)</i>, <i>297</i>(70),
    1–19.'
  bibtex: '@inproceedings{Gharibian_Kamminga_2024, title={BQP, meet NP: Search-to-decision
    reductions and approximate counting}, volume={297}, number={70}, booktitle={Proceedings
    of 51st EATCS International Colloquium on Automata, Languages and Programming
    (ICALP)}, author={Gharibian, Sevag and Kamminga, Jonas}, year={2024}, pages={1–19}
    }'
  chicago: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision
    Reductions and Approximate Counting.” In <i>Proceedings of 51st EATCS International
    Colloquium on Automata, Languages and Programming (ICALP)</i>, 297:1–19, 2024.'
  ieee: 'S. Gharibian and J. Kamminga, “BQP, meet NP: Search-to-decision reductions
    and approximate counting,” in <i>Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP)</i>, 2024, vol. 297, no. 70, pp.
    1–19.'
  mla: 'Gharibian, Sevag, and Jonas Kamminga. “BQP, Meet NP: Search-to-Decision Reductions
    and Approximate Counting.” <i>Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP)</i>, vol. 297, no. 70, 2024, pp.
    1–19.'
  short: 'S. Gharibian, J. Kamminga, in: Proceedings of 51st EATCS International Colloquium
    on Automata, Languages and Programming (ICALP), 2024, pp. 1–19.'
date_created: 2024-01-09T13:59:44Z
date_updated: 2026-05-15T08:41:59Z
department:
- _id: '7'
- _id: '623'
external_id:
  arxiv:
  - '2401.03943'
intvolume: '       297'
issue: '70'
language:
- iso: eng
page: 1-19
publication: Proceedings of 51st EATCS International Colloquium on Automata, Languages
  and Programming (ICALP)
publication_status: published
status: public
title: 'BQP, meet NP: Search-to-decision reductions and approximate counting'
type: conference
user_id: '71541'
volume: 297
year: '2024'
...
---
_id: '56944'
abstract:
- lang: eng
  text: "Quantum Max Cut (QMC), also known as the quantum anti-ferromagnetic\r\nHeisenberg
    model, is a QMA-complete problem relevant to quantum many-body\r\nphysics and
    computer science. Semidefinite programming relaxations have been\r\nfruitful in
    designing theoretical approximation algorithms for QMC, but are\r\ncomputationally
    expensive for systems beyond tens of qubits. We give a second\r\norder cone relaxation
    for QMC, which optimizes over the set of mutually\r\nconsistent three-qubit reduced
    density matrices. In combination with Pauli\r\nlevel-$1$ of the quantum Lasserre
    hierarchy, the relaxation achieves an\r\napproximation ratio of $0.526$ to the
    ground state energy. Our relaxation is\r\nsolvable on systems with hundreds of
    qubits and paves the way to\r\ncomputationally efficient lower and upper bounds
    on the ground state energy of\r\nlarge-scale quantum spin systems."
author:
- first_name: Felix
  full_name: Huber, Felix
  last_name: Huber
- first_name: Kevin
  full_name: Thompson, Kevin
  last_name: Thompson
- first_name: Ojas
  full_name: Parekh, Ojas
  last_name: Parekh
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
citation:
  ama: Huber F, Thompson K, Parekh O, Gharibian S. Second order cone relaxations for
    quantum Max Cut. <i>arXiv:241104120</i>. Published online 2024.
  apa: Huber, F., Thompson, K., Parekh, O., &#38; Gharibian, S. (2024). Second order
    cone relaxations for quantum Max Cut. In <i>arXiv:2411.04120</i>.
  bibtex: '@article{Huber_Thompson_Parekh_Gharibian_2024, title={Second order cone
    relaxations for quantum Max Cut}, journal={arXiv:2411.04120}, author={Huber, Felix
    and Thompson, Kevin and Parekh, Ojas and Gharibian, Sevag}, year={2024} }'
  chicago: Huber, Felix, Kevin Thompson, Ojas Parekh, and Sevag Gharibian. “Second
    Order Cone Relaxations for Quantum Max Cut.” <i>ArXiv:2411.04120</i>, 2024.
  ieee: F. Huber, K. Thompson, O. Parekh, and S. Gharibian, “Second order cone relaxations
    for quantum Max Cut,” <i>arXiv:2411.04120</i>. 2024.
  mla: Huber, Felix, et al. “Second Order Cone Relaxations for Quantum Max Cut.” <i>ArXiv:2411.04120</i>,
    2024.
  short: F. Huber, K. Thompson, O. Parekh, S. Gharibian, ArXiv:2411.04120 (2024).
date_created: 2024-11-07T12:09:37Z
date_updated: 2026-05-15T08:41:38Z
department:
- _id: '7'
- _id: '623'
external_id:
  arxiv:
  - '2411.04120'
language:
- iso: eng
publication: arXiv:2411.04120
status: public
title: Second order cone relaxations for quantum Max Cut
type: preprint
user_id: '71541'
year: '2024'
...
---
_id: '48544'
abstract:
- lang: eng
  text: 'When it comes to NP, its natural definition, its wide applicability across
    scientific disciplines, and its timeless relevance, the writing is on the wall:
    There can be only one. Quantum NP, on the other hand, is clearly the apple that
    fell far from the tree of NP. Two decades since the first definitions of quantum
    NP started rolling in, quantum complexity theorists face a stark reality: There''s
    QMA, QCMA, QMA1, QMA(2), StoqMA, and NQP. In this article aimed at a general theoretical
    computer science audience, I survey these various definitions of quantum NP, their
    strengths and weaknesses, and why most of them, for better or worse, actually
    appear to fit naturally into the complexity zoo.'
article_type: review
author:
- first_name: Sevag
  full_name: Gharibian, Sevag
  id: '71541'
  last_name: Gharibian
  orcid: 0000-0002-9992-3379
citation:
  ama: 'Gharibian S. Guest Column: The 7 faces of quantum NP. <i>ACM SIGACT News</i>.
    2024;54(4):54-91.'
  apa: 'Gharibian, S. (2024). Guest Column: The 7 faces of quantum NP. <i>ACM SIGACT
    News</i>, <i>54</i>(4), 54–91.'
  bibtex: '@article{Gharibian_2024, title={Guest Column: The 7 faces of quantum NP},
    volume={54}, number={4}, journal={ACM SIGACT News}, author={Gharibian, Sevag},
    year={2024}, pages={54–91} }'
  chicago: 'Gharibian, Sevag. “Guest Column: The 7 Faces of Quantum NP.” <i>ACM SIGACT
    News</i> 54, no. 4 (2024): 54–91.'
  ieee: 'S. Gharibian, “Guest Column: The 7 faces of quantum NP,” <i>ACM SIGACT News</i>,
    vol. 54, no. 4, pp. 54–91, 2024.'
  mla: 'Gharibian, Sevag. “Guest Column: The 7 Faces of Quantum NP.” <i>ACM SIGACT
    News</i>, vol. 54, no. 4, 2024, pp. 54–91.'
  short: S. Gharibian, ACM SIGACT News 54 (2024) 54–91.
date_created: 2023-10-30T12:19:11Z
date_updated: 2026-05-15T08:42:54Z
department:
- _id: '7'
- _id: '623'
intvolume: '        54'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2310.18010
oa: '1'
page: 54-91
publication: ACM SIGACT News
publication_status: published
related_material:
  link:
  - relation: confirmation
    url: https://dl.acm.org/doi/abs/10.1145/3639528.3639535
status: public
title: 'Guest Column: The 7 faces of quantum NP'
type: journal_article
user_id: '71541'
volume: 54
year: '2024'
...
---
_id: '62702'
abstract:
- lang: eng
  text: '<jats:p>Clifford algebras are a natural extension of division algebras, including
    real numbers, complex numbers, quaternions, and octonions. Previous research in
    knowledge graph embeddings has focused exclusively on Clifford algebras of a specific
    type, which do not include nilpotent base vectors—elements that square to zero.
    In this work, we introduce a novel approach by incorporating nilpotent base vectors
    with a nilpotency index of two, leading to a more general form of Clifford algebras
    named degenerate Clifford algebras. This generalization to degenerate Clifford
    algebras does allow for covering dual numbers and as such include translations
    and rotations models under the same generalization paradigm for the first time.
    We develop two models to determine the parameters that define the algebra: one
    using a greedy search and another predicting the parameters based on neural network
    embeddings of the input knowledge graph. Our evaluation on seven benchmark datasets
    demonstrates that this incorporation of nilpotent vectors enhances the quality
    of embeddings. Additionally, our method outperforms state-of-the-art approaches
    in terms of generalization, particularly regarding the mean reciprocal rank achieved
    on validation data. Finally, we show that even a simple greedy search can effectively
    discover optimal or near-optimal parameters for the algebra.</jats:p>'
author:
- first_name: Louis Mozart
  full_name: Kamdem Teyou, Louis Mozart
  id: '101165'
  last_name: Kamdem Teyou
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
citation:
  ama: 'Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in
    Degenerate Clifford Algebras. In: <i>Frontiers in Artificial Intelligence and
    Applications</i>. IOS Press; 2024. doi:<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>'
  apa: Kamdem Teyou, L. M., Demir, C., &#38; Ngonga Ngomo, A.-C. (2024). Embedding
    Knowledge Graphs in Degenerate Clifford Algebras. In <i>Frontiers in Artificial
    Intelligence and Applications</i>. 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE,
    Santiago de Compostela. IOS Press. <a href="https://doi.org/10.3233/faia240627">https://doi.org/10.3233/faia240627</a>
  bibtex: '@inbook{Kamdem Teyou_Demir_Ngonga Ngomo_2024, title={Embedding Knowledge
    Graphs in Degenerate Clifford Algebras}, DOI={<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>},
    booktitle={Frontiers in Artificial Intelligence and Applications}, publisher={IOS
    Press}, author={Kamdem Teyou, Louis Mozart and Demir, Caglar and Ngonga Ngomo,
    Axel-Cyrille}, year={2024} }'
  chicago: Kamdem Teyou, Louis Mozart, Caglar Demir, and Axel-Cyrille Ngonga Ngomo.
    “Embedding Knowledge Graphs in Degenerate Clifford Algebras.” In <i>Frontiers
    in Artificial Intelligence and Applications</i>. IOS Press, 2024. <a href="https://doi.org/10.3233/faia240627">https://doi.org/10.3233/faia240627</a>.
  ieee: L. M. Kamdem Teyou, C. Demir, and A.-C. Ngonga Ngomo, “Embedding Knowledge
    Graphs in Degenerate Clifford Algebras,” in <i>Frontiers in Artificial Intelligence
    and Applications</i>, IOS Press, 2024.
  mla: Kamdem Teyou, Louis Mozart, et al. “Embedding Knowledge Graphs in Degenerate
    Clifford Algebras.” <i>Frontiers in Artificial Intelligence and Applications</i>,
    IOS Press, 2024, doi:<a href="https://doi.org/10.3233/faia240627">10.3233/faia240627</a>.
  short: 'L.M. Kamdem Teyou, C. Demir, A.-C. Ngonga Ngomo, in: Frontiers in Artificial
    Intelligence and Applications, IOS Press, 2024.'
conference:
  end_date: 2024-10-24
  location: Santiago de Compostela
  name: 27TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE
  start_date: 2024-10-19
date_created: 2025-11-28T14:32:43Z
date_updated: 2026-05-29T14:34:11Z
department:
- _id: '34'
- _id: '574'
doi: 10.3233/faia240627
language:
- iso: eng
popular_science: '1'
publication: Frontiers in Artificial Intelligence and Applications
publication_identifier:
  isbn:
  - '9781643685489'
  issn:
  - 0922-6389
  - 1879-8314
publication_status: published
publisher: IOS Press
quality_controlled: '1'
status: public
title: Embedding Knowledge Graphs in Degenerate Clifford Algebras
type: book_chapter
user_id: '101165'
year: '2024'
...
