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ICML 2024 Workshop GRaM Submissions
Unsupervised Ground Metric Learning with Tree Wasserstein Distance
Kira Michaela Düsterwald
,
Makoto Yamada
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Multivector Neurons: Better and Faster O(n)-Equivariant Clifford GNNs
Cong Liu
,
David Ruhe
,
Patrick Forré
Published: 17 Jun 2024, Last Modified: 09 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation
Veronica Lachi
,
Francesco Ferrini
,
Antonio Longa
,
Bruno Lepri
,
Andrea Passerini
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
A Theoretical Formulation of Many-body Message Passing Neural Networks
Jiatong Han
Published: 17 Jun 2024, Last Modified: 10 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design
Shengchao Liu
,
Divin Yan
,
weitao Du
,
Weiyang Liu
,
Hongyu Guo
,
Christian Borgs
,
Jennifer T Chayes
,
Anima Anandkumar
Published: 17 Jun 2024, Last Modified: 21 Aug 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
E(n) Equivariant Message Passing Cellular Networks
Veljko Kovac
,
Erik J Bekkers
,
Pietro Lio
,
Floor Eijkelboom
Published: 17 Jun 2024, Last Modified: 11 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Gaussian Process-Based Representation Learning via Timeseries Symmetries
Petar Bevanda
,
Max Beier
,
Armin Lederer
,
Alexandre Capone
,
Stefan Georg Sosnowski
,
Sandra Hirche
Published: 17 Jun 2024, Last Modified: 21 Aug 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Bundle Neural Networks for message diffusion on graphs
Jacob Bamberger
,
Federico Barbero
,
Xiaowen Dong
,
Michael M. Bronstein
Published: 17 Jun 2024, Last Modified: 13 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Geometry Fidelity for Spherical Images
Anders Christensen
,
Nooshin Mojab
,
Khushman Patel
,
Karan Ahuja
,
Zeynep Akata
,
Ole Winther
,
Mar Gonzalez-Franco
,
Andrea Colaco
Published: 17 Jun 2024, Last Modified: 13 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
Mohamed Amine Ketata
,
Nicholas Gao
,
Johanna Sommer
,
Tom Wollschläger
,
Stephan Günnemann
Published: 17 Jun 2024, Last Modified: 13 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Path Complex Neural Network for Molecular Property Prediction
Longlong Li
,
Xiang LIU
,
Guanghui Wang
,
Yu Guang Wang
,
KELIN XIA
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Leveraging Topological Guidance for Improved Knowledge Distillation
Eun Som Jeon
,
Rahul Khurana
,
Aishani Pathak
,
Pavan K. Turaga
Published: 17 Jun 2024, Last Modified: 06 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Dirac--Bianconi Graph Neural Networks - Enabling long-range graph predictions
Christian Nauck
,
Rohan Gorantla
,
Michael Lindner
,
Konstantin Schürholt
,
Antonia S J S Mey
,
Frank Hellmann
Published: 17 Jun 2024, Last Modified: 21 Aug 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
An Equivariant Flow Matching Framework for Learning Molecular Crystallization
Shengchao Liu
,
Divin Yan
,
Hongyu Guo
,
Anima Anandkumar
Published: 17 Jun 2024, Last Modified: 21 Aug 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Decomposed Linear Dynamical Systems (dLDS) for identifying the latent dynamics underlying high-dimensional time-series
Noga Mudrik
,
Yenho Chen
,
Eva Yezerets
,
Christopher John Rozell
,
Adam Shabti Charles
Published: 17 Jun 2024, Last Modified: 26 Jun 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Temporal Graph Rewiring with Expander Graphs
Katarina Petrović
,
Shenyang Huang
,
Farimah Poursafaei
,
Petar Veličković
Published: 17 Jun 2024, Last Modified: 11 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Metric Learning for Clifford Group Equivariant Neural Networks
Riccardo Ali
,
Paulina Kulytė
,
Haitz Sáez de Ocáriz Borde
,
Pietro Lio
Published: 17 Jun 2024, Last Modified: 11 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Self-Supervised Detection of Perfect and Partial Input-Dependent Symmetries
Alonso Urbano
,
David W. Romero
Published: 17 Jun 2024, Last Modified: 09 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Commute-Time-Optimised Graphs for GNNs
Igor Sterner
,
Shiye Su
,
Petar Veličković
Published: 17 Jun 2024, Last Modified: 21 Aug 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
InfoNCE: Identifying the Gap Between Theory and Practice
Evgenia Rusak
,
Patrik Reizinger
,
Attila Juhos
,
Oliver Bringmann
,
Roland S. Zimmermann
,
Wieland Brendel
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
3D Shape Completion with Test-Time Training
Michael Schopf-Kuester
,
Zorah Lähner
,
Michael Moeller
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry
Martin Lindström
,
Borja Rodríguez Gálvez
,
Ragnar Thobaben
,
Mikael Skoglund
Published: 17 Jun 2024, Last Modified: 11 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Asynchrony Invariance Loss Functions for Graph Neural Networks
Pablo Monteagudo-Lago
,
Arielle Rosinski
,
Andrew Joseph Dudzik
,
Petar Veličković
Published: 17 Jun 2024, Last Modified: 10 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
Stability Analysis of Equivariant Convolutional Representations Through The Lens of Equivariant Multi-layered CKNs
Soutrik Roy Chowdhury
Published: 17 Jun 2024, Last Modified: 12 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models
Charumathi Badrinath
,
Usha Bhalla
,
Alex Oesterling
,
Suraj Srinivas
,
Himabindu Lakkaraju
Published: 17 Jun 2024, Last Modified: 13 Jul 2024
ICML 2024 Workshop GRaM
Readers:
Everyone
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