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Saurav Muralidharan

24 papers hereh-index 151.1k citations34 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author20

Across the 21 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CL12
  • cs.LG6
  • cs.AI3
  • cs.CV2
  • cs.AR1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedHighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity

28 citations · 83 across the 23 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2026

Nemotron-Labs-3-Puzzle-75B-A9B: Compressing Hybrid MoE LLMs

Akhiad Bercovich, Talor Abramovich, Daniel Afrimi +67

We present Nemotron-Labs-3-Puzzle-75B-A9B, a compressed variant of Nemotron-3-Super optimized for interactive deployment. We designed the model to maximize server throughput under…

cs.AI2025★ 15 cited

Small Language Models are the Future of Agentic AI

Peter Belcak, Greg Heinrich, Shizhe Diao +5

Large language models (LLMs) are often praised for exhibiting near-human performance on a wide range of tasks and valued for their ability to hold a general conversation. The rise…

cs.AI2024★ 1 cited

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models

Gongfan Fang, Hongxu Yin, Saurav Muralidharan +5

Large Language Models (LLMs) are distinguished by their massive parameter counts, which typically result in significant redundancy. This work introduces MaskLLM, a learnable prunin…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.