Search Results - mohamed+abdelfattah

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Quamba2: a robust and scalable post-training quantization framework for selective state space models (SSMs)
Quamba2 highlights Supports W4A8 / W4A16 / W4AX / W8A8 for Mamba1 and Mamba2 Achieves 4x memory reduction and 3x generation speedup Enables 8B model inference on Orin Nano 8G at 13 tokens/sec Outperforms W4A8KV4 Llama3-8B in both speed and quality Background Deploying state space models (SSMs), which excel at processing long sequences but demand...
Published: 1/13/2026   |   Updated: 4/9/2025   |   Inventor(s): Diana Marculescu, Hung-Yueh Chiang, Chi-Chih Chang, Natalia Frumkin, Mohamed Abdelfattah, Kai-Chiang Wu
Keywords(s):  
Category(s): Software > AI, Computer > AI/ML > Language processing
Privacy-preserving AI over Next Generation Networks
Privacy-preserving AI over Next Generation Networks Princeton Docket # 24-4056-1 Artificial intelligence (AI) is a key technology for next-generation networks; it will empower new functionalities to enable low-latency inference and sensing applications, including autonomous driving, personal identification, and activity classification (to name a few)....
Published: 7/6/2026   |   Updated: 2/20/2025   |   Inventor(s): Andrea Goldsmith, H. Vincent Poor, Mohamed Mohamed
Keywords(s):  
Category(s): Computer Science and Information Technology