Bastian Rieck
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
9
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICASSP | Principal Curvatures Estimation with Applications to Single Cell Data. | Yanlei Zhang, Lydia Mezrag, Xingzhi Sun, Charles Xu, Kincaid MacDonald, Dhananjay Bhaskar, Smita Krishnaswamy, Guy Wolf, Bastian Rieck |
| 2025 | ICLR | MANTRA: The Manifold Triangulations Assemblage. | Rubn Ballester, Ernst Rell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck |
| 2025 | ICLR | MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds. | Leon Hetzel, Johanna Sommer, Bastian Rieck, Fabian J. Theis, Stephan Gnnemann |
| 2025 | ICML | No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets. | Corinna Coupette, Jeremy Wayland, Emily Simons, Bastian Rieck |
| 2025 | ICML | Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms. | Julius von Rohrscheidt, Bastian Rieck |
| 2024 | ICLR | Simplicial Representation Learning with Neural k-Forms. | Kelly Maggs, Celia Hacker, Bastian Rieck |
| 2024 | ICLR | Differentiable Euler Characteristic Transforms for Shape Classification. | Ernst Rell, Bastian Rieck |
| 2024 | ICML | Position: Topological Deep Learning is the New Frontier for Relational Learning. | Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Lio, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Velickovic, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi |
| 2024 | ICML | Mapping the Multiverse of Latent Representations. | Jeremy Wayland, Corinna Coupette, Bastian Rieck |
| 2023 | CVPR | Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices. | Kalyan Varma Nadimpalli, Amit Chattopadhyay, Bastian Rieck |
| 2023 | ICLR | Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework. | Corinna Coupette, Sebastian Dalleiger, Bastian Rieck |
| 2023 | ICML | Topological Singularity Detection at Multiple Scales. | Julius von Rohrscheidt, Bastian Rieck |
| 2022 | ICLR | Topological Graph Neural Networks. | Max Horn, Edward De Brouwer, Michael Moor, Yves Moreau, Bastian Rieck, Karsten M. Borgwardt |
| 2022 | ICLR | Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions. | Leslie O'Bray, Max Horn, Bastian Rieck, Karsten M. Borgwardt |
| 2022 | IDA | Exploring the Geometry and Topology of Neural Network Loss Landscapes. | Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy |
| 2022 | MICCAI | Capturing Shape Information with Multi-scale Topological Loss Terms for 3D Reconstruction. | Dominik Jens Elias Waibel, Scott Atwell, Matthias Meier, Carsten Marr, Bastian Rieck |
| 2021 | KDD | Filtration Curves for Graph Representation. | Leslie O'Bray, Bastian Rieck, Karsten M. Borgwardt |
| 2020 | ICML | Graph Filtration Learning. | Christoph D. Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt |
| 2020 | ICML | Set Functions for Time Series. | Max Horn, Michael Moor, Christian Bock, Bastian Rieck, Karsten M. Borgwardt |
| 2020 | ICML | Topological Autoencoders. | Michael Moor, Max Horn, Bastian Rieck, Karsten M. Borgwardt |
| 2019 | ICDM | A Wasserstein Subsequence Kernel for Time Series. | Christian Bock, Matteo Togninalli, M. Elisabetta Ghisu, Thomas Gumbsch, Bastian Rieck, Karsten M. Borgwardt |
| 2019 | ICLR | Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology. | Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten M. Borgwardt |
| 2019 | ICML | A Persistent Weisfeiler-Lehman Procedure for Graph Classification. | Bastian Rieck, Christian Bock, Karsten M. Borgwardt |
| 2018 | ISVC | Visualization of Parameter Sensitivity of 2D Time-Dependent Flow. | Karsten Hanser, Ole Klein, Bastian Rieck, Bettina Wiebe, Tobias Selz, Marian Piatkowski, Antoni Sagrist, Boyan Zheng, Mria Lukcov-Medvid'ov, George Craig, Heike Leitte, Filip Sadlo |