Azalia Mirhoseini
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
27
Venues
15
Active years
2010–2025
Best venue rank
A*
Where they publish
Papers
27 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | KernelBench: Can LLMs Write Efficient GPU Kernels? | Anne Ouyang, Simon Guo, Simran Arora, Alex L. Zhang, William Hu, Christopher R, Azalia Mirhoseini |
| 2025 | ICML | An Architecture Search Framework for Inference-Time Techniques. | Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan, Nahum Maru, Hristo Todorov, Etash Kumar Guha, Estefany Kelly Buchanan, Mayee F. Chen, Neel Guha, Christopher R, Azalia Mirhoseini |
| 2025 | ICML | How Do Large Language Monkeys Get Their Power (Laws)? | Rylan Schaeffer, Joshua Kazdan, John Hughes, Jordan Juravsky, Sara Price, Aengus Lynch, Erik Jones, Robert Kirk, Azalia Mirhoseini, Sanmi Koyejo |
| 2022 | ASPDAC | Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper). | Ahmet Faruk Budak, Zixuan Jiang, Keren Zhu, Azalia Mirhoseini, Anna Goldie, David Z. Pan |
| 2022 | ASPLOS | A full-stack search technique for domain optimized deep learning accelerators. | Dan Zhang, Safeen Huda, Ebrahim M. Songhori, Kartik Prabhu, Quoc V. Le, Anna Goldie, Azalia Mirhoseini |
| 2022 | DATE | Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers. | Paras Jain, Safeen Huda, Martin Maas, Joseph E. Gonzalez, Ion Stoica, Azalia Mirhoseini |
| 2021 | SP | SAFELearn: Secure Aggregation for private FEderated Learning. | Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Mllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni |
| 2019 | UAI | Deep Mixture of Experts via Shallow Embedding. | Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez |
| 2018 | ICLR | A Hierarchical Model for Device Placement. | Azalia Mirhoseini, Anna Goldie, Hieu Pham, Benoit Steiner, Quoc V. Le, Jeff Dean |
| 2017 | DAC | Deep3: Leveraging Three Levels of Parallelism for Efficient Deep Learning. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2017 | ICLR | Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. | Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean |
| 2017 | ICML | Device Placement Optimization with Reinforcement Learning. | Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean |
| 2017 | ISCAS | TinyDL: Just-in-time deep learning solution for constrained embedded systems. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2016 | DAC | Perform-ML: performance optimized machine learning by platform and content aware customization. | Azalia Mirhoseini, Bita Darvish Rouhani, Ebrahim M. Songhori, Farinaz Koushanfar |
| 2016 | ISLPED | DeLight: Adding Energy Dimension To Deep Neural Networks. | Bita Darvish Rouhani, Azalia Mirhoseini, Farinaz Koushanfar |
| 2016 | SDM | Deterministic Column Sampling for Low-Rank Matrix Approximation: Nystrm vs. Incomplete Cholesky Decomposition. | Raajen Patel, Tom Goldstein, Eva L. Dyer, Azalia Mirhoseini, Richard G. Baraniuk |
| 2015 | DATE | AHEAD: automated framework for hardware accelerated iterative data analysis. | Ebrahim M. Songhori, Azalia Mirhoseini, Xuyang Lu, Farinaz Koushanfar |
| 2015 | FCCM | SSketch: An Automated Framework for Streaming Sketch-Based Analysis of Big Data on FPGA. | Bita Darvish Rouhani, Ebrahim M. Songhori, Azalia Mirhoseini, Farinaz Koushanfar |
| 2015 | ICCAD | DA Systemization of Knowledge: A Catalog of Prior Forward-Looking Initiatives. | Farinaz Koushanfar, Azalia Mirhoseini, Gang Qu, Zhiru Zhang |
| 2015 | SIGMETRICS | Flexible Transformations For Learning Big Data. | Azalia Mirhoseini, Ebrahim M. Songhori, Bita Darvish Rouhani, Farinaz Koushanfar |
| 2013 | ISLPED | Automated checkpointing for enabling intensive applications on energy harvesting devices. | Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar |
| 2013 | PERCOM | Idetic: A high-level synthesis approach for enabling long computations on transiently-powered ASICs. | Azalia Mirhoseini, Ebrahim M. Songhori, Farinaz Koushanfar |
| 2012 | DAC | Coding-based energy minimization for phase change memory. | Azalia Mirhoseini, Miodrag Potkonjak, Farinaz Koushanfar |
| 2011 | DATE | HypoEnergy. Hybrid supercapacitor-battery power-supply optimization for Energy efficiency. | Azalia Mirhoseini, Farinaz Koushanfar |
| 2011 | ISCAS | Hybrid heterogeneous energy supply networks. | Farinaz Koushanfar, Azalia Mirhoseini |
| 2011 | ISLPED | Learning to manage combined energy supply systems. | Azalia Mirhoseini, Farinaz Koushanfar |
| 2010 | DAC | Real time emulations: foundation and applications. | Azalia Mirhoseini, Yousra Alkabani, Farinaz Koushanfar |