ICLR 2021 Workshop GTRL Submissions

Simplicial Regularization
Jose Gallego-Posada, Patrick Forré
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Simplicial Complex Representation Learning
Anonymous
- 08 Mar 2021 (modified: 05 May 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
GLAM: Graph Learning by Modeling Affinity to Labeled Nodes for Graph Neural Networks
Vijay Lingam, Arun Iyer, Rahul Ragesh
- Published: 02 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Exploring epithelial-cell calcium signaling with geometric and topological data analysis
Feng Gao, Jessica Moore, Bastian Rieck, Valentina Greco, Smita Krishnaswamy
- Published: 02 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Equivariant Manifold Flows
Anonymous
- 08 Mar 2021 (modified: 22 Oct 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
LDLE: Low Distortion Local Eigenmaps
Dhruv Kohli, Alex Cloninger, Gal Mishne
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Poster
- Readers: Everyone
Scaling Up Graph Homomorphism Features with Efficient Data Structures
Paul Beaujean, Florian Sikora, Florian Yger
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
AutoGL: A Library for Automated Graph Learning
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Poster
- Readers: Everyone
Low-rank projections of GCNs Laplacian
Nathan Grinsztajn, Philippe Preux, Edouard Oyallon
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Missing Glow Phenomenon: learning disentangled representation of missing data
Anonymous
- 08 Mar 2021 (modified: 05 May 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
On the discriminability of samples in the Hamming space of binarized ReLU activations
Anonymous
- 08 Mar 2021 (modified: 05 May 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
Geometry encoding for numerical simulations
Amir Maleki, Jan Heyse, Rishikesh Ranade, Haiyang He, Priya Kasimbeg, Jay Pathak
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Spotlight
- Readers: Everyone
Attend to connect: end-to-end brain functional connectivity estimation
Usman Mahmood, Zening Fu, Vince Calhoun, Sergey Plis
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Chemistry-informed Macromolecule Graph Representation for Similarity Computation and Supervised Learning
Somesh Mohapatra, Joyce An, Rafael Gomez-Bombarelli
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Online High-Dimensional Change-Point Detection using Topological Data Analysis
Xiaojun Zheng, Simon Mak, Yao Xie
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Bermuda Triangles: GNNs Fail to Detect Simple Topological Structures
Arseny Tolmachev, Akira Sakai, Masaru Todoriki, Koji Maruhashi
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Poster
- Readers: Everyone
Recovering Barabási-Albert Parameters of Graphs through Disentanglement
Cristina Guzmán, Daphna Keidar, Tristan Meynier, Andreas Opedal, Niklas Stoehr
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
Cristian Bodnar, Fabrizio Frasca, Yu Guang Wang, Nina Otter, Guido Montufar, Pietro Liò, Michael M. Bronstein
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Spotlight
- Readers: Everyone
On the Stability of Graph Convolutional Neural Networks under Edge Rewiring
Henry Kenlay, Dorina Thanou, Xiaowen Dong
- Published: 02 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
Persistent Message Passing
Heiko Strathmann, Mohammadamin Barekatain, Charles Blundell, Petar Veličković
- Published: 01 Apr 2021, Last Modified: 05 May 2023
- GTRL 2021 Poster
- Readers: Everyone
On Linear Interpolation in the Latent Space of Deep Generative Models
Mike Yan Michelis, Quentin Becker
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Spotlight
- Readers: Everyone
GRAPH-BASED FEATURE REPRESENTATION FOR MULTI-CLASS CLASSIFICATIONS USING THE JEFFRIES-MATUSITA DISTANCE
Anonymous
- 08 Mar 2021 (modified: 05 May 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
Topological Features Anchor Visual Shape Representation
Anonymous
- 08 Mar 2021 (modified: 05 May 2023)
- ICLR 2021 Workshop GTRL Blind Submission
- Readers: Everyone
LIDL: Local Intrinsic Dimension estimation using approximate Likelihood
Piotr Tempczyk, Adam Golinski, Przemysław Spurek, Jacek Tabor
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Poster
- Readers: Everyone
Bootstrapped Representation Learning on Graphs
Shantanu Thakoor, Corentin Tallec, Mohammad Gheshlaghi Azar, Remi Munos, Petar Veličković, Michal Valko
- Published: 01 Apr 2021, Last Modified: 22 Oct 2023
- GTRL 2021 Poster
- Readers: Everyone