Aashiq Muhamed

1. An In-depth Look at Gemini's Language Abilities
   2023/12/18 by Syeda Nahida Akter, Akter, Syeda Nahida, Zichun Yu +15 · 2 voices · 1 citation
   #cs.CL #cs.AI
2. Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
   2024/06/25 by Aashiq Muhamed, Muhamed, Aashiq, Oscar Li +7 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Algorithms #Neural Networks and Applications
3. SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs
   2025/04/11 by Aashiq Muhamed, Jacopo Bonato, Muhamed, Aashiq +5 · 7 citations
   Engineering · #Medical Imaging and Analysis
4. Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
   2024/11/01 by Aashiq Muhamed, Mona Diab, Muhamed, Aashiq +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs
   2025/05/26 by Xiangchen Song, Aashiq Muhamed, Song, Xiangchen +13 · 3 citations
   Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Historical Studies in Central America #Machine Learning (cs.LG) #Machine Learning (stat.ML)