Mostafa Elhoushi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
9
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EACL | Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs. | Everlyn Asiko Chimoto, Mostafa Elhoushi, Bruce A. Bassett |
| 2025 | CVPR | PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers. | Maximilian Augustin, Syed Shakib Sarwar, Mostafa Elhoushi, Yuecheng Li, Sai Qian Zhang, Barbara De Salvo |
| 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 |
| 2025 | ICML | any4: Learned 4-bit Numeric Representation for LLMs. | Mostafa Elhoushi, Jeff Johnson |
| 2024 | ACL | LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding. | Mostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, Basil Hosmer, Bram Wasti, Liangzhen Lai, Anas Mahmoud, Bilge Acun, Saurabh Agarwal, Ahmed Roman, Ahmed A. Aly, Beidi Chen, 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 | EuroSys | Minuet: Accelerating 3D Sparse Convolutions on GPUs. | Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko |
| 2024 | ICML | CHAI: Clustered Head Attention for Efficient LLM Inference. | Saurabh Agarwal, Bilge Acun, Basil Hosmer, Mostafa Elhoushi, Yejin Lee, Shivaram Venkataraman, Dimitris Papailiopoulos, Carole-Jean Wu |
| 2024 | ICML | AST-T5: Structure-Aware Pretraining for Code Generation and Understanding. | Linyuan Gong, Mostafa Elhoushi, Alvin Cheung |
| 2024 | ICML | Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks. | Linyuan Gong, Sida Wang, Mostafa Elhoushi, Alvin Cheung |
| 2023 | ICML | Learning Compiler Pass Orders using Coreset and Normalized Value Prediction. | Youwei Liang, Kevin Stone, Ali Shameli, Chris Cummins, Mostafa Elhoushi, Jiadong Guo, Benoit Steiner, Xiaomeng Yang, Pengtao Xie, Hugh James Leather, Yuandong Tian |
| 2023 | ICML | MODeL: Memory Optimizations for Deep Learning. | Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty |
| 2022 | CASES | Work-in-Progress: MLGOPerf: An ML Guided Inliner to Optimize Performance. | Amir H. Ashouri, Mostafa Elhoushi, Yuzhe Hua, Xiang Wang, Muhammad Asif Manzoor, Bryan Chan, Yaoqing Gao |
| 2022 | CVPR | Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction. | Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray |
| 2021 | CVPR | DeepShift: Towards Multiplication-Less Neural Networks. | Mostafa Elhoushi, Zihao Chen, Farhan Shafiq, Ye Henry Tian, Joey Yiwei Li |
| 2021 | CVPR | Layer Importance Estimation With Imprinting for Neural Network Quantization. | Hongyang Liu, Sara Elkerdawy, Nilanjan Ray, Mostafa Elhoushi |
| 2020 | ACCV | To Filter Prune, or to Layer Prune, That Is the Question. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |
| 2020 | ICIP | One-Shot Layer-Wise Accuracy Approximation For Layer Pruning. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |