[Preprint]
Black-box Testing Liveness Properties of Partially Observable Stochastic Systems, 2023
[DOI: 10.48550/arXiv.2303.03292]

Esparza, Javier
Grande, Vincent Peter

[Preprint]
ICML 2023 Topological Deep Learning Challenge: Design and Results
In: 40. International conference in machine learning Honolulu, HI 2023-04-23 - 2023-07-29, 2023
[DOI: 10.48550/arXiv.2309.15188]

Papillon, Mathilde (Corresponding author)
Hajij, Mustafa
Frantzen, Florian
Hoppe, Josef
Jenne, Helen
et al.

[Contribution to a book, Contribution to a conference proceedings]
Black-Box Testing Liveness Properties of Partially Observable Stochastic Systems
In: 50th International Colloquium on Automata, Languages, and Programming : ICALP 2023, July 10-14, 2023, Paderborn, Germany / edited by Kousha Etessami, Uriel Feige, Gabriele Puppis, 126:1-126:17, 2023
[DOI: 10.4230/LIPIcs.ICALP.2023.126]

Esparza, Javier
Grande, Vincent Peter

[Contribution to a book, Contribution to a conference proceedings]
Topological Point Cloud Clustering
In: Proceedings of the 40th International Conference on Machine Learning, 11683-11697, 2023

Grande, Vincent Peter
Schaub, Michael Thomas

[Contribution to a book, Contribution to a conference proceedings]
Signal Processing On Product Spaces
In: IEEE ICASSP 2023 conference proceedings / ICASSP 2023, 4-10 June, Rhodes Island, Greece ; sponsors and organizers: IEEE, IEEE Signal Processing Society, 2023
[DOI: 10.1109/ICASSP49357.2023.10095735]

Roddenberry, T. Mitchell
Grande, Vincent Peter
Frantzen, Florian
Schaub, Michael Thomas
Segarra, Santiago

[Journal Article]
Dirac signal processing of higher-order topological signals
In: New journal of physics, 25 (9), 093013, 2023
[DOI: 10.1088/1367-2630/acf33c]

Calmon, Lucille
Schaub, Michael Thomas
Bianconi, Ginestra (Corresponding author)

[Journal Article]
What Are Higher-Order Networks?
In: SIAM review, 65 (3), 686-731, 2023
[DOI: 10.1137/21M1414024]

Bick, Christian (Corresponding author)
Gross, Elizabeth (Corresponding author)
Harrington, Heather A. (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Dissertation / PhD Thesis]
Modelling the effect of groups on network structure and dynamics, 2023
[DOI: 10.18154/RWTH-2023-08686]

Neuhäuser, Leonie Lisa

[Journal Article]
Hierarchical community structure in networks
In: Physical review / E, 107 (5), 054305, 2023
[DOI: 10.1103/PhysRevE.107.054305]

Schaub, Michael Thomas (Corresponding author)
Li, Jiaze
Peel, Leto

[Journal Article]
Improving the visibility of minorities through network growth interventions
In: Communications Physics, 6, 108, 2023
[DOI: 10.1038/s42005-023-01218-9]

Neuhäuser, Leonie Lisa (Corresponding author)
Karimi, Fariba (Corresponding author)
Bachmann, Jan
Strohmaier, Markus
Schaub, Michael Thomas (Corresponding author)

[Journal Article]
Improving the Prediction of Passenger Numbers in Public Transit Networks by Combining Short-Term Forecasts With Real-Time Occupancy Data
In: IEEE open journal of intelligent transportation systems, 4, 153-174, 2023
[DOI: 10.1109/OJITS.2023.3251564]

Hoppe, Josef (Corresponding author)
Schwinger, Felix Clemens
Haeger, Henrik
Wernz, Jonas
Jarke, Matthias

[Contribution to a book, Contribution to a conference proceedings]
Estimating the Pruned Search Space Size of Subgroup Discovery
In: 22nd IEEE International Conference on Data Mining : 28 November-1 December 2022, Orlando, Florida : proceedings / editors: Xingquan Zhu, Sanjay Ranka, My T. Thai, Takashi Washio, and Xindong Wu, 1155-1160, 2022
[DOI: 10.1109/ICDM54844.2022.00147]

Purucker, Lennart (Corresponding author)
Stamm, Felix Ihno
Lemmerich, Florian
Beel, Joeran

[Journal Article]
Modularity Maximization for Graphons
In: SIAM journal on applied mathematics, 82 (6), 1930-1952, 2022
[DOI: 10.1137/22M1492003]

Klimm, Florian (Corresponding author)
Jones, Nick S.
Schaub, Michael Thomas

[Contribution to a book, Contribution to a conference proceedings]
Higher-order signal processing with the Dirac operator
In: Conference record of the Fifty-Sixth Asilomar Conference on Signals, Systems & Computers : October 31-November 2, 2022 Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems), 925-929, 2022
[DOI: 10.1109/IEEECONF56349.2022.10052062]

Calmon, Lucille
Schaub, Michael Thomas
Bianconi, Ginestra

[Contribution to a book, Contribution to a conference proceedings]
How does Heterophily Impact the Robustness of Graph Neural Networks?
In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2637-2647, 2022
[DOI: 10.1145/3534678.3539418]

Zhu, Jiong
Jin, Junchen
Loveland, Donald
Schaub, Michael Thomas
Koutra, Danai

[Preprint]
On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
In: 8. International Workshop on Deep Learning on Graphs, 2022
[DOI: 10.48550/ARXIV.2207.04376]

Loveland, Donald (Corresponding author)
Zhu, Jiong (Corresponding author)
Heimann, Mark (Corresponding author)
Fish, Ben (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
et al.

[Preprint]
Improving the visibility of minorities through network growth interventions, 2022
[DOI: 10.48550/arXiv.2208.03263]

Neuhäuser, Leonie Lisa (Corresponding author)
Karimi, Fariba (Corresponding author)
Bachmann, Jan (Corresponding author)
Strohmaier, Markus Bernhard
Schaub, Michael Thomas

[Preprint]
Neighborhood Structure Configuration Models, 2022
[DOI: 10.48550/arXiv.2210.06843]

Stamm, Felix Ihno (Corresponding author)
Scholkemper, Michael (Corresponding author)
Strohmaier, Markus (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Journal Article]
Simplicial Convolutional Filters
In: IEEE transactions on signal processing : SP, 70, 4633-4648, 2022
[DOI: 10.1109/TSP.2022.3207045]

Yang, Maosheng (Corresponding author)
Isufi, Elvin
Schaub, Michael Thomas
Leus, Geert

[Journal Article]
Mapping the cardiac vascular niche in heart failure
In: Nature Communications, 13, 3027, 2022
[DOI: 10.1038/s41467-022-30682-0]

Peisker, Fabian
Halder, Maurice
Nagai, James S.
Ziegler, Susanne
Kaesler, Nadine
et al.

[Journal Article]
Quantitative mapping of keratin networks in 3D
In: eLife, 11, e75894, 2022
[DOI: 10.7554/eLife.75894]

Windoffer, Reinhard (Corresponding author)
Schwarz, Nicole
Yoon, Sungjun
Piskova, Teodora
Scholkemper, Michael
et al.

[Contribution to a book, Contribution to a conference proceedings]
Blind Extraction of Equitable Partitions from Graph Signals
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5832-5936, 2022
[DOI: 10.1109/ICASSP43922.2022.9746676]

Scholkemper, Michael
Schaub, Michael Thomas

[Contribution to a book, Contribution to a conference proceedings]
Signal Processing On Cell Complexes
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 8852-8856, 2022
[DOI: 10.1109/ICASSP43922.2022.9747233]

Roddenberry, T. Mitchell
Schaub, Michael Thomas
Hajij, Mustafa

[Contribution to a book]
Consensus Dynamics and Opinion Formation on Hypergraphs
In: Higher-order systems / edited by Federico Battiston, Giovanni Petri, 347-376, 2022
[DOI: 10.1007/978-3-030-91374-8_14]

Neuhäuser, Leonie Lisa (Corresponding author)
Lambiotte, Renaud
Schaub, Michael Thomas

[Contribution to a book, Contribution to a conference proceedings]
Hodgelets : Localized Spectral Representations of Flows On Simplicial Complexes
In: 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : 7-13 May 2022, virtual (all paper presentations) : 22-27 May 2022, main venue: Marina Bay Sands Expo & Convention Center, Singapore, satellite venue: Shenzhen, China / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society, 5922-5926, 2022
[DOI: 10.1109/ICASSP43922.2022.9747203]

Roddenberry, T. Mitchell
Frantzen, Florian
Schaub, Michael Thomas
Segarra, Santiago

[Contribution to a book]
Signal Processing on Simplicial Complexes
In: Higher-order systems / edited by Federico Battiston, Giovanni Petri, 301-328, 2022
[DOI: 10.1007/978-3-030-91374-8_12]

Schaub, Michael Thomas (Corresponding author)
Seby, Jean-Baptist
Frantzen, Florian
Roddenberry, T. Mitchell
Zhu, Yu
et al.

[Preprint]
Simplicial Convolutional Filters, 2022

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)

[Preprint]
Blind Extraction of Equitable Partitions from Graph Signals, 2022
[DOI: 10.18154/RWTH-2022-04418]

Scholkemper, Michael
Schaub, Michael Thomas

[Journal Article]
The CoRisk-Index: a data-mining approach to identify industry-specific risk perceptions related to Covid-19
In: Humanities and Social Sciences Communications, 9 (1), 41, 2022
[DOI: 10.1057/s41599-022-01039-1]

Stephany, Fabian
Neuhäuser, Leonie Lisa
Stoehr, Niklas
Darius, Philipp
Teutloff, Ole
et al.

[Book]
Modularity and Dynamics on Complex Networks, 2021
[DOI: 10.1017/9781108774116]

Lambiotte, Renaud
Schaub, Michael Thomas

[Preprint]
Signal processing on simplicial complexes, 2021
[DOI: 10.48550/ARXIV.2106.07471]

Schaub, Michael Thomas
Seby, Jean-Baptiste
Frantzen, Florian
Roddenberry, T. Mitchell
Zhu, Yu
et al.

[Preprint]
Outlier Detection for Trajectories via Flow-embeddings, 2021
[DOI: 10.48550/ARXIV.2111.13235]

Frantzen, Florian (Corresponding author)
Seby, Jean-Baptiste (Corresponding author)
Schaub, Michael Thomas (Last author)

[Preprint]
What are higher-order networks?, 2021

Bick, Christian
Gross, Elizabeth
Harrington, Heather A.
Schaub, Michael Thomas

[Preprint]
On the Relationship between Heterophily and Robustness of Graph Neural Networks, 2021
[DOI: 10.48550/ARXIV.2106.07767]

Zhu, Jiong (Corresponding author)
Jin, Junchen (Corresponding author)
Loveland, Donald (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Koutra, Danai (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Finite Impulse Response Filters for Simplicial Complexes
In: 29th European Signal Processing Conference (EUSIPCO 2021) : proceedings : 23-27 August 2021, Dublin, Ireland / EURASIP - European Association for Signal Processing, EUSIPCO2021 - 29th European Signal Processing Conference, Dublin, Ireland, 23-27 August 2021 ; general chair: Rozenn Dahyot (Maynooth University , Ireland), general chair: Fernando Pérez-González (University of Vigo, Spain), 2005-2009, 2021
[DOI: 10.23919/EUSIPCO54536.2021.9616185]

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)

[Preprint]
Hodgelets : Localized Spectral Representations of Flows on Simplicial Complexes, 2021

Roddenberry, T. Mitchell
Frantzen, Florian
Schaub, Michael Thomas
Segarra, Santiago

[Preprint]
Signal Processing on Cell Complexes, 2021

Roddenberry, T. Mitchell (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Hajij, Mustafa (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Outlier Detection for Trajectories via Flow-embeddings
In: Conference record of the Fifty-Fifth Asilomar Conference on Signals, Systems & Computers : October 31-November 3, 2021, Pacific Grove, California / edited by: Michael B. Matthews (Northrop Grumman Innovation Systems) ; technical co-sponsor: the IEEE Signal Processing Society, 1568-1572, 2021
[DOI: 10.1109/IEEECONF53345.2021.9723128]

Frantzen, Florian (Corresponding author)
Seby, Jean-Baptiste (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Contribution to a book, Contribution to a conference proceedings]
Local, Global And Scale-Dependent Node Roles
In: IEEE ICAS 2021 : International Conference on Autonomous Systems : virtual conference, August 11-13, 2021 / sponsors and organizers: IEEE, IEEE Signal Processing Society, ASI, 2021
[DOI: 10.1109/ICAS49788.2021.9551110]

Scholkemper, Michael
Schaub, Michael Thomas

[Contribution to a book, Contribution to a conference proceedings]
Opinion Dynamics with Multi-body Interactions
In: Network Games, Control and Optimization : 10th International Conference, NetGCooP 2020, France, September 22-24, 2021, Proceedings / edited by Samson Lasaulce, Panayotis Mertikopoulos, Ariel Orda, 261-271, 2021
[DOI: 10.1007/978-3-030-87473-5_23]

Neuhäuser, Leonie Lisa (Corresponding author)
Schaub, Michael Thomas
Mellor, Andrew
Lambiotte, Renaud

[Journal Article]
Consensus dynamics on temporal hypergraphs
In: Physical Review E, 104 (6), 064305, 2021
[DOI: 10.1103/PhysRevE.104.064305]

Neuhäuser, Leonie Lisa
Lambiotte, Renaud
Schaub, Michael Thomas (Corresponding author)

[Journal Article]
Simulating systematic bias in attributed social networks and its effect on rankings of minority nodes
In: Applied network science, 6 (1), 86, 2021
[DOI: 10.1007/s41109-021-00425-z]

Neuhäuser, Leonie Lisa (Corresponding author)
Stamm, Felix I.
Lemmerich, Florian
Schaub, Michael Thomas
Strohmaier, Markus Bernhard

[Journal Article]
Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb
In: Frontiers in bioinformatics, 1, 747428, 2021
[DOI: 10.3389/fbinf.2021.747428]

Liebal, Ulf Winfried (Corresponding author)
Köbbing, Sebastian
Netze, Linus
Schweidtmann, Artur M.
Mitsos, Alexander
et al.

[Preprint]
Consensus Dynamics and Opinion Formation on Hypergraphs, 2021

Neuhäuser, Leonie Lisa (Corresponding author)
Lambiotte, Renaud (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Journal Article]
State Aggregations in Markov Chains and Block Models of Networks
In: Physical review letters : PRL, 127 (7), 078301, 2021
[DOI: 10.1103/PhysRevLett.127.078301]

Faccin, Mauro (Corresponding author)
Schaub, Michael Thomas
Delvenne, Jean-Charles

[Journal Article]
Signal processing on higher-order networks: Livin’ on the edge... and beyond
In: Signal processing, 187, 108149, 2021
[DOI: 10.1016/j.sigpro.2021.108149]

Schaub, Michael Thomas (Corresponding author)
Zhu, Yu
Seby, Jean-Baptiste
Roddenberry, T. Mitchell
Segarra, Santiago

[Journal Article]
CrossTalkeR: analysis and visualization of ligand-receptorne tworks
In: Bioinformatics, btab370, 2021
[DOI: 10.1093/bioinformatics/btab370]

Nagai, James S.
Leimkühler, Nils B.
Schaub, Michael Thomas
Schneider, Rebekka K.
Costa, Ivan G. (Corresponding author)

[Journal Article]
Modelling non-linear consensus dynamics on hypergraphs
In: Journal of physics / Complexity, 2 (2), 025006, 2021
[DOI: 10.1088/2632-072X/abcea3]

Sahasrabuddhe, Rohit
Neuhäuser, Leonie Lisa
Lambiotte, Renaud (Corresponding author)

[Preprint]
Modularity maximisation for graphons, 2021
[DOI: 10.48550/ARXIV.2101.00503]

Klimm, Florian (Corresponding author)
Jones, Nick S. (Corresponding author)
Schaub, Michael Thomas (Corresponding author)

[Preprint]
Finite Impulse Response Filters for Simplicial Complexes, 2021

Yang, Maosheng (Corresponding author)
Isufi, Elvin (Corresponding author)
Schaub, Michael Thomas (Corresponding author)
Leus, Geert (Corresponding author)