Muhammed Emrullah Ildiz
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data. | Ege Onur Taga, Muhammed Emrullah Ildiz, Samet Oymak |
| 2025 | ICLR | High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws. | Muhammed Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga, Marco Mondelli, Samet Oymak |
| 2025 | ICML | Test-Time Training Provably Improves Transformers as In-context Learners. | Halil Alperen Gozeten, Muhammed Emrullah Ildiz, Xuechen Zhang, Mahdi Soltanolkotabi, Marco Mondelli, Samet Oymak |
| 2024 | AISTATS | Understanding Inverse Scaling and Emergence in Multitask Representation Learning. | Muhammed Emrullah Ildiz, Zhe Zhao, Samet Oymak |
| 2024 | AISTATS | Mechanics of Next Token Prediction with Self-Attention. | Yingcong Li, Yixiao Huang, Muhammed Emrullah Ildiz, Ankit Singh Rawat, Samet Oymak |
| 2024 | ICML | From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers. | Muhammed Emrullah Ildiz, Yixiao Huang, Yingcong Li, Ankit Singh Rawat, Samet Oymak |
| 2023 | ICML | Transformers as Algorithms: Generalization and Stability in In-context Learning. | Yingcong Li, Muhammed Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak |
| 2022 | ISIT | Query Age of Information: Optimizing AoI at the Right Time. | Muhammed Emrullah Ildiz, Orhan Tahir Yavascan, Elif Uysal, zkan Tugberk Kartal |