Muhammed Emrullah Ildiz

21 papers A* 5A 2B 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Continuous Chain of Thought Enables Parallel Exploration and Reasoning.
CoRR
Halil Alperen Gozeten, Muhammed Emrullah Ildiz, Xuechen Zhang, Hrayr Harutyunyan, Ankit Singh Rawat, Samet Oymak
2025 A* conf
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws.
ICLR
Muhammed Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga, Marco Mondelli, Samet Oymak
2025 A* conf
Test-Time Training Provably Improves Transformers as In-context Learners.
ICML
Halil Alperen Gozeten, Muhammed Emrullah Ildiz, Xuechen Zhang, Mahdi Soltanolkotabi, Marco Mondelli, Samet Oymak
2025 J jnl
Test-Time Training Provably Improves Transformers as In-context Learners.
CoRR
Halil Alperen Gozeten, Muhammed Emrullah Ildiz, Xuechen Zhang, Mahdi Soltanolkotabi, Marco Mondelli, Samet Oymak
2025 A* conf
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data.
AAAI
Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak
2025 J jnl
TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data.
CoRR
Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak
2024 A* conf
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers.
ICML
Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak
2024 J jnl
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers.
CoRR
Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak
2024 J jnl
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws.
CoRR
Muhammed Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga, Marco Mondelli, Samet Oymak
2024 A conf
Mechanics of Next Token Prediction with Self-Attention.
AISTATS
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
2024 J jnl
Mechanics of Next Token Prediction with Self-Attention.
CoRR
Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak
2024 J jnl
Retrieval Augmented Time Series Forecasting.
CoRR
Kutay Tire, Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak
2024 A conf
Understanding Inverse Scaling and Emergence in Multitask Representation Learning.
AISTATS
Muhammed Emrullah Ildiz, Zhe Zhao, Samet Oymak
2023 J jnl
Pull or Wait: How to Optimize Query Age of Information.
IEEE J. Sel. Areas Inf. Theory
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, Özkan Tugberk Kartal
2023 J jnl
Transformers as Algorithms: Generalization and Implicit Model Selection in In-context Learning.
CoRR
Yingcong Li, Muhammed Emrullah Ildiz, Dimitris S. Papailiopoulos, Samet Oymak
2023 A* conf
Transformers as Algorithms: Generalization and Stability in In-context Learning.
ICML
Yingcong Li, Muhammed Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak
2022 — conf
An Inequality for Query Age of Information and Age of Information.
SIU
Muhammed Emrullah Ildiz, Semanur Avsar, Elif Uysal
2022 B conf
Query Age of Information: Optimizing AoI at the Right Time.
ISIT
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, Özkan Tugberk Kartal
2021 J jnl
Pull or Wait: How to Optimize Query Age of Information.
CoRR
Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, Özkan Tugberk Kartal
2020 J jnl
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks.
IEEE J. Sel. Top. Signal Process.
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur
2018 J jnl
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI.
CoRR
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur