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Sercan O Arik
Research Scientist, Google
Joined
September 2019
Names
Sercan O Arik
(Preferred)
,
Sercan Ö. Arik
,
Sercan Ömer Arik
Emails
****@google.com
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
DBLP
ORCID
ACL Anthology
Career & Education History
Research Scientist
Google
(google.com)
2018
–
Present
Advisors, Relations & Conflicts
PhD Advisor
Joseph M. Kahn
Present
Expertise
Deep learning
Present
Publications
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality
Shayne Longpre
,
Sneha Kudugunta
,
Niklas Muennighoff
,
I-Hung Hsu
,
Isaac Rayburn Caswell
,
Alex Pentland
,
Sercan O Arik
,
Chen-Yu Lee
,
Sayna Ebrahimi
ICLR 2026 Workshop DATA-FM
Readers:
Everyone
Adversarial Attacks on Multimodal Large Language Models: A Comprehensive Survey
Bhavuk Jain
,
Sercan O Arik
,
HARDEO KUMAR THAKUR
Accepted by TMLR
Readers:
Everyone
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality
Shayne Longpre
,
Sneha Kudugunta
,
Niklas Muennighoff
,
I-Hung Hsu
,
Isaac Rayburn Caswell
,
Alex Pentland
,
Sercan O Arik
,
Chen-Yu Lee
,
Sayna Ebrahimi
ICLR 2026 Poster
Readers:
Everyone
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Han Zhou
,
Xingchen Wan
,
Ruoxi Sun
,
Hamid Palangi
,
Shariq Iqbal
,
Ivan Vulić
,
Anna Korhonen
,
Sercan O Arik
ICLR 2026 Poster
Readers:
Everyone
CoDA: Agentic Systems for Collaborative Data Visualization
Zichen Chen
,
Jiefeng Chen
,
Sercan O Arik
,
Misha Sra
,
Tomas Pfister
,
Jinsung Yoon
ICLR 2026 Poster
Readers:
Everyone
Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration
Xingchen Wan
,
Han Zhou
,
Ruoxi Sun
,
Hootan Nakhost
,
Ke Jiang
,
Rajarishi Sinha
,
Sercan Ö. Arik
CoRR 2025
Readers:
Everyone
SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling
Jiefeng Chen
,
Jie Ren
,
Xinyun Chen
,
Chengrun Yang
,
Ruoxi Sun
,
Jinsung Yoon
,
Sercan O Arik
Accepted by TMLR
Readers:
Everyone
DynScaling: Efficient Verifier-free Inference Scaling via Dynamic and Integrated Sampling
Fei Wang
,
Xingchen Wan
,
Ruoxi Sun
,
Jiefeng Chen
,
Sercan Ö. Arik
CoRR 2025
Readers:
Everyone
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
Jaehyun Nam
,
Jinsung Yoon
,
Jiefeng Chen
,
Jinwoo Shin
,
Sercan Ö. Arik
,
Tomas Pfister
CoRR 2025
Readers:
Everyone
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
Jaehyun Nam
,
Jinsung Yoon
,
Jiefeng Chen
,
Jinwoo Shin
,
Sercan O Arik
,
Tomas Pfister
NeurIPS 2025 poster
Readers:
Everyone
View all 198 publications
Co-Authors
Adam Coates
Adam Goldberg
Ahmad Beirami
Ajay Kannan
Alaelson C. Jatoba-Neto
Alex Pentland
Alexandre Muzio
Ali Etemad
Alper Tunga Erdogan
Amin Saberi
Andrew Gibiansky
Ankur Taly
Anna Goldenberg
Anna Korhonen
Ao Xu
Arie Meir
Arkady Epshteyn
Ashwin S. Ravi
Ashwin Sura Ravi
Aya Abdelsalam Ismail
Azalia Mirhoseini
Been Kim
Benjamin H. Jacobson
Beth Luan
Bhavuk Jain
View all 229 co-authors