Sami Abu-El-Haija

Research Scientist, Research, Google

Joined

October 2017

Names

Sami Abu-El-Haija

Emails

****@google.com (Confirmed)

****@haija.org (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Research, Google (research.google.com)

2022 – 2026

PhD student

University of Southern California (usc.edu)

2018 – 2022

Software Engineer

Google (google.com)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Aram Galstyan

2018 – Present

Coauthor

Bryan Perozzi

2015 – 2019

Expertise

No areas of expertise listed

Publications

Is it Bigger than a Breadbox: Efficient Cardinality Estimation for Real World Workloads
Zixuan Yi, Sami Abu-El-Haija, Teja Vemparala, Yawen Wang, Yannis Chronis, Yu Gan, Michael Burrows, Carsten Binnig, Bryan Perozzi, Ryan Marcus, Fatma Ozcan
- Submitted to ICLR 2026
- Readers: Everyone
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
Yannis Chronis, Yawen Wang, Yu Gan, Sami Abu-El-Haija, Chelsea Lin, Carsten Binnig, Fatma Ozcan
- OpenReview Archive Direct Upload
- Readers: Everyone
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases
Yannis Chronis, Yawen Wang, Yu Gan, Sami Abu-El-Haija, Chelsea Lin, Carsten Binnig, Fatma Ozcan
- Submitted to ICLR 2025
- Readers: Everyone
Can LLMs Enhance Performance Prediction for Deep Learning Models?
Karthick Panner Selvam, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Bryan Perozzi, Mats Brorsson
- Submitted to ICLR 2025
- Readers: Everyone
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
Hierarchical Graph Learners for Cardinality Estimation
Zixuan Yi, Sami Abu-El-Haija, Yawen Wang, Yannis Chronis, Yu Gan, Michael Burrows, Carsten Binnig, Bryan Perozzi, Fatma Ozcan
- Submitted to ICLR 2025
- Readers: Everyone
Can LLMs Enhance Performance Prediction for Deep Learning Models?
Karthick Panner Selvam, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Bryan Perozzi, Mats Brorsson
- WANT@ICML 2024 Oral
- 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
Greedy PIG: Adaptive Integrated Gradients
Kyriakos Axiotis, Sami Abu-El-Haija, Lin Chen, Matthew Fahrbach, Gang Fu
- Submitted to ICLR 2024
- 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

View all 24 publications

Co-Authors

View all 84 co-authors