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Joshua Robinson
Postdoc, Stanford University
Joined
September 2019
Names
Joshua Robinson
(Preferred)
,Â
Joshua David Robinson
Emails
****@mit.edu
(Confirmed)
,Â
****@cs.stanford.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Postdoc
Stanford University
(stanford.edu)
2023
–
Present
PhD student
Massachusetts Institute of Technology
(mit.edu)
2018
–
2023
Advisors, Relations & Conflicts
Postdoc Advisor
Jure Lesckovec
2023
–
Present
PhD Advisor
Stefanie Jegelka
2018
–
Present
PhD Advisor
Suvrit Sra
2018
–
Present
Expertise
graph neural networks
2021
–
Present
self-supervised learning
2020
–
Present
deep learning
2019
–
Present
discrete probability
2017
–
Present
Publications
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen
,
Jincheng Zhou
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos Kanatsoulis
,
Jure Leskovec
,
Bruno Ribeiro
ICML 2025 poster
Readers:
Everyone
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen
,
Jincheng Zhou
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos Kanatsoulis
,
Jure Leskovec
,
Bruno Ribeiro
Submitted to ICLR 2025
Readers:
Everyone
Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings
Beatrice Bevilacqua
,
Joshua Robinson
,
Jure Leskovec
,
Bruno Ribeiro
ICLR 2025 Poster
Readers:
Everyone
Relational Deep Learning: Graph Representation Learning on Relational Databases
Joshua Robinson
,
Rishabh Ranjan
,
Weihua Hu
,
Kexin Huang
,
Jiaqi Han
,
Alejandro Dobles
,
Matthias Fey
,
Jan Eric Lenssen
,
Yiwen Yuan
,
Zecheng Zhang
,
Xinwei He
,
Jure Leskovec
TRL @ NeurIPS 2024 Poster
Readers:
Everyone
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos Kanatsoulis
,
Jure Leskovec
,
Bruno Ribeiro
ICML 2024 FM-Wild Workshop Poster
Readers:
Everyone
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos Kanatsoulis
,
Jure Leskovec
,
Bruno Ribeiro
TF2M 2024 Poster
Readers:
Everyone
RelBench: A Benchmark for Deep Learning on Relational Databases
Joshua Robinson
,
Rishabh Ranjan
,
Weihua Hu
,
Kexin Huang
,
Jiaqi Han
,
Alejandro Dobles
,
Matthias Fey
,
Jan Eric Lenssen
,
Yiwen Yuan
,
Zecheng Zhang
,
Xinwei He
,
Jure Leskovec
NeurIPS 2024 Track Datasets and Benchmarks Poster
Readers:
Everyone
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases
Matthias Fey
,
Weihua Hu
,
Kexin Huang
,
Jan Eric Lenssen
,
Rishabh Ranjan
,
Joshua Robinson
,
Rex Ying
,
Jiaxuan You
,
Jure Leskovec
ICML 2024 Poster
Readers:
Everyone
On the Stability of Expressive Positional Encodings for Graphs
Yinan Huang
,
William Lu
,
Joshua Robinson
,
Yu Yang
,
Muhan Zhang
,
Stefanie Jegelka
,
Pan Li
ICLR 2024 poster
Readers:
Everyone
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
Sharut Gupta
,
Joshua Robinson
,
Derek Lim
,
Soledad Villar
,
Stefanie Jegelka
ICLR 2024 poster
Readers:
Everyone
View all 28 publications
Co-Authors
Aaron Maschinot
Aaron Sarna
Alejandro Dobles
Andreas Loukas
Antonio Torralba
Beatrice Bevilacqua
Bruno Ribeiro
Charilaos Kanatsoulis
Ching-Yao Chuang
David Jacobs
Derek Lim
Dilip Krishnan
Haggai Maron
Huiwen Chang
Jan Eric Lenssen
Jiaqi Han
Jiaxuan You
Jincheng Zhou
Jure Leskovec
Kayhan Batmanghelich
Ke Yu
Kexin Huang
Li Sun
Lingxiao Zhao
Matthias Fey
View all 48 co-authors