Izzeddin Gur

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 36

Top Topics

Design Space Exploration

Reinforcement Learning

Question Answer

Top Venues

Publications

Hiroki Furuta, Kuang-Huei Lee, Ofir Nachum, Yutaka Matsuo, Aleksandra Faust, Shixiang Shane Gu, Izzeddin Gur
Multimodal Web Navigation with Instruction-Finetuned Foundation Models. ICLR (2024)
Izzeddin Gur, Hiroki Furuta, Austin V. Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis. ICLR (2024)
Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie E. Everett, Alexander A. Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith
Small-scale proxies for large-scale Transformer training instabilities. ICLR (2024)
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, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models. Trans. Mach. Learn. Res. 2024 (2024)
Katie 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
Scaling Exponents Across Parameterizations and Optimizers. CoRR (2024)
Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron Parisi, Abhishek Kumar, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin F. Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models. CoRR (2023)
Izzeddin Gur, Hiroki Furuta, Austin Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis. CoRR (2023)
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, Aleksandra Faust
Understanding HTML with Large Language Models. EMNLP (Findings) (2023)
Mitchell Wortsman, Peter J. Liu, Lechao Xiao, Katie Everett, Alex Alemi, Ben Adlam, John D. Co-Reyes, Izzeddin Gur, Abhishek Kumar, Roman Novak, Jeffrey Pennington, Jascha Sohl-Dickstein, Kelvin Xu, Jaehoon Lee, Justin Gilmer, Simon Kornblith
Small-scale proxies for large-scale Transformer training instabilities. CoRR (2023)
Hiroki Furuta, Ofir Nachum, Kuang-Huei Lee, Yutaka Matsuo, Shixiang Shane Gu, Izzeddin Gur
Multimodal Web Navigation with Instruction-Finetuned Foundation Models. CoRR (2023)
Hiroki Furuta, Yutaka Matsuo, Aleksandra Faust, Izzeddin Gur
Language Model Agents Suffer from Compositional Generalization in Web Automation. CoRR (2023)
Abdus Salam Azad, Izzeddin Gur, Jasper Emhoff, Nathaniel Alexis, Aleksandra Faust, Pieter Abbeel, Ion Stoica
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning. ICML (2023)
C. Daniel Freeman, Laura Culp, Aaron Parisi, Maxwell L. Bileschi, Gamaleldin F. Elsayed, Alex Rizkowsky, Isabelle Simpson, Alex Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Izzeddin Gur, Jaehoon Lee, John D. Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Lechao Xiao, Rosanne Liu, Simon Kornblith, Noah Constant, Peter J. Liu, Roman Novak, Yundi Qian, Noah Fiedel, Jascha Sohl-Dickstein
Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5? CoRR (2023)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast inference and transfer of compositional task structures for few-shot task generalization. UAI (2022)
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, Aleksandra Faust
Understanding HTML with Large Language Models. CoRR (2022)
Srivatsan Krishnan, Natasha Jaques, Shayegan Omidshafiei, Dan Zhang, Izzeddin Gur, Vijay Janapa Reddi, Aleksandra Faust
Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration. CoRR (2022)
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Environment Generation for Zero-Shot Compositional Reinforcement Learning. CoRR (2022)
Abdus Salam Azad, Izzeddin Gur, Aleksandra Faust, Pieter Abbeel, Ion Stoica
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning. CoRR (2022)
Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization. CoRR (2022)
Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson
Less is More: Generating Grounded Navigation Instructions from Landmarks. CVPR (2022)
Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson
Less is More: Generating Grounded Navigation Instructions from Landmarks. CoRR (2021)
Izzeddin Gur, Natasha Jaques, Yingjie Miao, Jongwook Choi, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Environment Generation for Zero-Shot Compositional Reinforcement Learning. NeurIPS (2021)
Izzeddin Gur, Natasha Jaques, Kevin Malta, Manoj Tiwari, Honglak Lee, Aleksandra Faust
Adversarial Environment Generation for Learning to Navigate the Web. CoRR (2021)
Jihyeon Lee, Joseph Z. Xu, Kihyuk Sohn, Wenhan Lu, David Berthelot, Izzeddin Gur, Pranav Khaitan, Ke-Wei Huang, Kyriacos Koupparis, Bernhard Kowatsch
Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques. CoRR (2020)
Izzeddin Gur, Ulrich Rückert, Aleksandra Faust, Dilek Hakkani-Tür
Learning to Navigate the Web. ICLR (Poster) (2019)
Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan
DialSQL: Dialogue Based Structured Query Generation. ACL (1) (2018)
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
User Modeling for Task Oriented Dialogues. SLT (2018)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. EMNLP (2018)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. NAACL-HLT (2018)
Izzeddin Gur, Ulrich Rückert, Aleksandra Faust, Dilek Hakkani-Tür
Learning to Navigate the Web. CoRR (2018)
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
User Modeling for Task Oriented Dialogues. CoRR (2018)
Izzeddin Gur, Daniel Hewlett, Alexandre Lacoste, Llion Jones
Accurate Supervised and Semi-Supervised Machine Reading for Long Documents. EMNLP (2017)
Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan
Global Relation Embedding for Relation Extraction. CoRR (2017)
Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan
Recovering Question Answering Errors via Query Revision. EMNLP (2017)
Semih Yavuz, Izzeddin Gur, Yu Su, Mudhakar Srivatsa, Xifeng Yan
Improving Semantic Parsing via Answer Type Inference. EMNLP (2016)
Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan
On Generating Characteristic-rich Question Sets for QA Evaluation. EMNLP (2016)