Avatar

Oren Sultan

Research Scientist Intern,
Meta Fundamental AI Research (FAIR)

Computer Science PhD Candidate, The Hebrew University

ย 

I am an AI Research Scientist Intern at Meta, Fundamental AI Research (FAIR), working on code reasoning, understanding and generation as a part of the CodeGen team. I am also a Computer Science PhD candidate (direct track) at The Hebrew University, grateful to be advised by Prof. Dafna Shahaf. My research focuses on challenging reasoning problems that require abstraction and structure. These are areas where current large language models still struggle. I believe that neuro-symbolic approaches which augment LLMs with symbolic algorithms are a promising direction, combining the best of both worlds. Previously I also worked as an AI Researcher at Lightricks, and as a TA for Data Science under the CIDR (Center for Interdisciplinary Data Science Research). My PhD research is generously funded by the Planning and Budgeting Committee (PBC) Fellowship of the Council for Higher Education (CHE) for outstanding PhD candidates in AI and Data Science in Israel.

I completed both my MSc and BSc in computer science at The Hebrew University (magna cum laude) and participated in two exchange programs with scholarships for honors students. During my BSc at The University of Melbourne, and during my MSc at The Technical University of Munich. Furthermore, I graduated from The Israeli Intelligence Corps (Unit 8200) as an officer (Captain), where I founded and led tech teams of data engineers with honors. During my reserve duty, I co-founded and led special forces of researchers and data scientists. I also have gained an experience from various roles in industry, from data and software engineering to consulting.

Email: oren.sultan (at) mail.huji.ac.il

๐Ÿ—ž News

๐Ÿ“„ Publications

LLMs versus the Halting Problem: Revisiting Program Termination Prediction
Image
CWM: An Open-Weights LLM for Research on Code Generation with World Models
Image
Towards Reliable Proof Generation with LLMs: A Neuro-Symbolic Approach
Image
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
Image
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
Image
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
Image
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
Image
From Judgement's Premises Towards Key Points
Image

๐Ÿ’ฌ Invited Talks

  • Visual Editing with LLM-based Tool Chaining ๐ŸŽจ
    Nvidia & NLP IL - Natural Language Processing Israel Meetup, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (Apr 2025).
    Slides

  • Fine-Tuning Session 2 -- Real use-case from Lightricks
    AI course, Lightricks, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (Sep 2024).
    Slides Video

  • Fine-Tuning Large Language Models (LLMs)
    AI course, Lightricks, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (Sep 2024).
    Slides Video

  • Automatically Finding Analogies between Situations and Processes
    MSc graduation ceremony, The Hebrew University, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (June 2023).
    Slides

  • Analogies of Situations and Processes: Detection, Explanation, Generation
    SheffieldNLP, The University of Sheffield, UK ๐Ÿ‡ฌ๐Ÿ‡ง (March 2023).
    Slides

  • Using LLMs for Natural-Language Analogies Generation
    BIU-NLP, Bar Ilan University, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (Jan 2023).
    Slides

  • Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes
    The Hebrew University, Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ (Jan 2023).
    Slides

  • Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs
    Aristo team, Allen Institute for AI (AI2), Seattle, USA ๐Ÿ‡บ๐Ÿ‡ธ (Jan 2023).
    Slides

๐Ÿ‘จโ€๐Ÿซ Teaching

๐Ÿ† Honors and Awards

  • 2024: 3-year Fellowship for outstanding PhD candidates in AI and Data Science, The Planning & Budgeting Committee (PBC) of Council For Higher Education (CHE), Israel.

  • 2022: Erasmus+ Scholarship for honors students, Technical University of Munich, Germany.

  • 2019: B.Sc in Computer Science โ€“ Magna Cum Laude, The Hebrew University of Jerusalem, Israel.

  • 2018: Scholarship for honors students, The University of Melbourne, Australia.

  • 2013: Annual Excellence Tech Project Award, The Israeli Intelligence Corps, Commander of Unit 8200 (rank: Brigadier general).

  • 2012: Annual Excellence Team Award, The Israeli Intelligence Corps, Commander of R&D, Unit 8200 (rank: Colonel).