Aashiq Muhamed
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
9
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders. | Xiangchen Song, Aashiq Muhamed, Yujia Zheng, Lingjing Kong, Zeyu Tang, Mona T. Diab, Virginia Smith, Kun Zhang |
| 2026 | EACL | Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative Language. | Mena Attia, Aashiq Muhamed, Mai Alkhamissi, Thamar Solorio, Mona T. Diab |
| 2026 | EACL | RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models. | Aashiq Muhamed, Leonardo F. R. Ribeiro, Markus Dreyer, Virginia Smith, Mona T. Diab |
| 2025 | NAACL | Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models. | Aashiq Muhamed, Mona T. Diab, Virginia Smith |
| 2025 | NAACL | CoRAG: Collaborative Retrieval-Augmented Generation. | Aashiq Muhamed, Mona T. Diab, Virginia Smith |
| 2024 | CVPR | Adversarial Text to Continuous Image Generation. | Kilichbek Haydarov, Aashiq Muhamed, Xiaoqian Shen, Jovana Lazarevic, Ivan Skorokhodov, Chamuditha Jayanga Galappaththige, Mohamed Elhoseiny |
| 2024 | EMNLP | GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients. | Aashiq Muhamed, Oscar Li, David P. Woodruff, Mona T. Diab, Virginia Smith |
| 2023 | ACL | ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. | Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen |
| 2023 | KDD | Training Large-scale Foundation Models on Emerging AI Chips. | Aashiq Muhamed, Christian Bock, Rahul Solanki, Youngsuk Park, Yida Wang, Jun Huan |
| 2023 | PAKDD | Web-Scale Semantic Product Search with Large Language Models. | Aashiq Muhamed, Sriram Srinivasan, Choon Hui Teo, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, S. V. N. Vishwanathan |
| 2022 | WWW | DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction. | Aashiq Muhamed, Jaspreet Singh, Shuai Zheng, Iman Keivanloo, Sujan Perera, James Mracek, Yi Xu, Qingjun Cui, Santosh Rajagopalan, Belinda Zeng, Trishul Chilimbi |
| 2021 | AAAI | Symbolic Music Generation with Transformer-GANs. | Aashiq Muhamed, Liang Li, Xingjian Shi, Suri Yaddanapudi, Wayne Chi, Dylan Jackson, Rahul Suresh, Zachary C. Lipton, Alexander J. Smola |