[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]
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: 2021 55th Asilomar Conference on Signals, Systems, and Computers .2021.9723128, 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)

[Preprint]
Hierarchical community structure in networks, 2020
[DOI: 10.48550/ARXIV.2009.07196]

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

[Preprint]
Detectability of hierarchical communities in networks, 2020
[DOI: 10.48550/ARXIV.2009.07525]

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

[Preprint]
Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond, 2020

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

[Preprint]
Systematic edge uncertainty in attributed social networks and its effects on rankings of minority nodes, 2020

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

[Preprint]
The Effects of Randomness on the Stability of Node Embeddings, 2020

Schumacher, Tobias
Wolf, Hinrikus
Ritzert, Martin
Lemmerich, Florian
Bachmann, Jan
et al.

[Journal Article]
Exact Blind Community Detection From Signals on Multiple Graphs
In: IEEE transactions on signal processing : SP, 68, 5016-5030, 2020
[DOI: 10.1109/TSP.2020.3016494]

Roddenberry, T. Mitchell (Corresponding author)
Schaub, Michael Thomas
Wai, Hoi-To
Segarra, Santiago