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researcher

Songchen Ma

7 papers hereh-index 7352 citations20 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AR4
  • cs.AI1
  • cs.CL1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20202026
most cited31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding

1 citations · 2 across the 7 of their papers we have counts for

collaborators
Showing 2026 · cs.AIShow all

1 paper · 2 filters

cs.AI2026

Meta-Soft: Leveraging Composable Meta-Tokens for Context-Preserving KV Cache Compression

Wei Luo, Yi Huang, Songchen Ma +3

The KV cache used in large language models has linearly growing time complexity, so LLMs face memory blow-up and reduced decoding efficiency when they process long contexts. Curren…

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