Jonathan Halcrow

Researcher, Google

Joined

July 2022

Names

Jonathan Halcrow (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Google (google.com)

2013 – Present

PhD student

Georgia Institute of Technology (gatech.edu)

2003 – 2008

Undergrad student

Georgia Institute of Technology (gatech.edu)

1999 – 2003

Advisors, Relations & Conflicts

PhD Advisor

Predrag Cvitanvoic

2003 – 2008

Expertise

No areas of expertise listed

Publications

Parameter Efficient Graph Encoding for Large Language Models
Bryan Perozzi, Bahare Fatemi, Dustin Zelle, Syed A Rizvi, Anton Tsitsulin, Sami Abu-El-Haija, Hasan Awais, Mehran Kazemi, David van Dijk, Rami Al-Rfou', Jonathan Halcrow
- Submitted to ICLR 2025
- Readers: Everyone
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Bahare Fatemi, Mehran Kazemi, Anton Tsitsulin, Karishma Malkan, Jinyeong Yim, John Palowitch, Sungyong Seo, Jonathan Halcrow, Bryan Perozzi
- ICLR 2025 Poster
- Readers: Everyone
Understanding Transformer Reasoning Capabilities via Graph Algorithms
Clayton Sanford, Bahare Fatemi, Ethan Hall, Anton Tsitsulin, Mehran Kazemi, Jonathan Halcrow, Bryan Perozzi, Vahab Mirrokni
- NeurIPS 2024 poster
- Readers: Everyone
TF-GNN: Graph Neural Networks in TensorFlow
OLEKSANDR FERLUDIN, Arno Eigenwillig, Martin Blais, Dustin Zelle, Jan Pfeifer, Alvaro Sanchez-Gonzalez, Wai Lok Sibon Li, Sami Abu-El-Haija, Peter Battaglia, Neslihan Bulut, Jonathan Halcrow, Filipe Miguel Goncalves de Almeida, Pedro Gonnet, Liangze Jiang, Parth Kothari, Silvio Lattanzi, André Linhares, Brandon A. Mayer, Vahab Mirrokni, John Palowitch et al. (6 additional authors not shown)
- CoRR 2023
- Readers: Everyone
Talk like a Graph: Encoding Graphs for Large Language Models
Bahare Fatemi, Jonathan Halcrow, Bryan Perozzi
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Talk like a Graph: Encoding Graphs for Large Language Models
Bahare Fatemi, Jonathan Halcrow, Bryan Perozzi
- ICLR 2024 poster
- Readers: Everyone
UGSL: A Unified Framework for Benchmarking Graph Structure Learning
Bahare Fatemi, Sami Abu-El-Haija, Anton Tsitsulin, Mehran Kazemi, Dustin Zelle, Neslihan Bulut, Jonathan Halcrow, Bryan Perozzi
- Submitted to ICLR 2024
- Readers: Everyone
HUGE: Huge Unsupervised Graph Embeddings with TPUs
Brandon A. Mayer, Anton Tsitsulin, Hendrik Fichtenberger, Jonathan Halcrow, Bryan Perozzi
- 18 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
UGSL: A Unified Framework for Benchmarking Graph Structure Learning
Bahare Fatemi, Sami Abu-El-Haija, Anton Tsitsulin, Mehran Kazemi, Dustin Zelle, Neslihan Bulut, Jonathan Halcrow, Bryan Perozzi
- TAGML2023 Poster
- Readers: Everyone

Co-Authors

View all 37 co-authors