Izzeddin Gur

Research Scientist, CS, Google

Joined

September 2018

Names

Izzeddin Gur (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Research Scientist

CS, Google (google.com)

2019 – Present

PhD student

, University of California, Santa Barbara (cs.ucsb.edu)

2014 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

Present

Natural Language Understanding

Present

Language Models

Present

Publications

A2Perf: Benchmarking Autonomous Agents End-to-End in Realistic Domains
Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Izzeddin Gur, Austin V Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim Songhori, Sergio Guadarrama, Jie Tan, J K Terry, Aleksandra Faust, Vijay Janapa Reddi
- CODEML@ICML25
- Readers: Everyone
A2Perf: Real-World Autonomous Agents Benchmark
Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Austin V Huang, Izzeddin Gur, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim Songhori, Sergio Guadarrama, Jie Tan, J K Terry, Aleksandra Faust, Vijay Janapa Reddi
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
Yinlam Chow, Guy Tennenholtz, Izzeddin Gur, Vincent Zhuang, Bo Dai, Aviral Kumar, Rishabh Agarwal, Sridhar Thiagarajan, Craig Boutilier, Aleksandra Faust
- ICLR 2025 Poster
- Readers: Everyone
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
- Accepted by TMLR
- Readers: Everyone
Geometric-Averaged Preference Optimization for Soft Preference Labels
Hiroki Furuta, Kuang-Huei Lee, Shixiang Shane Gu, Yutaka Matsuo, Aleksandra Faust, Heiga Zen, Izzeddin Gur
- NeurIPS 2024 poster
- Readers: Everyone
Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability
Jiri Hron, Laura A Culp, Gamaleldin Fathy Elsayed, Rosanne Liu, Jasper Snoek, Simon Kornblith, Alex Rizkowsky, Isabelle Simpson, Jascha Sohl-Dickstein, Noah Fiedel, Aaron T Parisi, Alexander A Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Izzeddin Gur, Jaehoon Lee, John D Co-Reyes et al. (11 additional authors not shown)
- COLM
- Readers: Everyone
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Scaling Exponents Across Parameterizations and Optimizers
Katie E Everett, Lechao Xiao, Mitchell Wortsman, Alexander A Alemi, Roman Novak, Peter J Liu, Izzeddin Gur, Jascha Sohl-Dickstein, Leslie Pack Kaelbling, Jaehoon Lee, Jeffrey Pennington
- ICML 2024 Poster
- Readers: Everyone
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Avi Singh, John D Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron T Parisi, Abhishek Kumar, Alexander A Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin Fathy Elsayed, Hanie Sedghi, Igor Mordatch et al. (20 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
Language Model Agents Suffer from Compositional Generalization in Web Automation
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
- FMDM@NeurIPS2023
- Readers: Everyone

View all 38 publications

Co-Authors

View all 114 co-authors