Newsha Ardalani
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
6
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls. | Feiyang Kang, Newsha Ardalani, Michael Kuchnik, Youssef Emad, Mostafa Elhoushi, Shubhabrata Sengupta, Shang-wen Li, Ramya Raghavendra, Ruoxi Jia, Carole-Jean Wu |
| 2024 | CVPR | Sieve: Multimodal Dataset Pruning Using Image Captioning Models. | Anas Mahmoud, Mostafa Elhoushi, Amro Abbas, Yu Yang, Newsha Ardalani, Hugh Leather, Ari S. Morcos |
| 2024 | ISCA | MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems. | Samuel Hsia, Alicia Golden, Bilge Acun, Newsha Ardalani, Zachary DeVito, Gu-Yeon Wei, David Brooks, Carole-Jean Wu |
| 2023 | ASPLOS | MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation. | Samuel Hsia, Udit Gupta, Bilge Acun, Newsha Ardalani, Pan Zhong, Gu-Yeon Wei, David Brooks, Carole-Jean Wu |
| 2019 | PPoPP | Beyond human-level accuracy: computational challenges in deep learning. | Joel Hestness, Newsha Ardalani, Gregory F. Diamos |
| 2017 | ISCA | Stream-Dataflow Acceleration. | Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam |
| 2015 | MICRO | Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance. | Newsha Ardalani, Clint Lestourgeon, Karthikeyan Sankaralingam, Xiaojin Zhu |