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Siyuan Ma

30 papers hereh-index 134.6k citations41 works total

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

author position
  • first author7
  • middle author20
  • last author1

Across the 28 of 30 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.AI5
  • stat.ML5
  • cs.CR4
  • cs.LG4
  • cs.AR3
same name
  • Siyuan Ma — 14 papers, h 8
  • Siyuan Ma — 9 papers, h 5
  • Siyuan Ma — 3 papers, h 18
  • Siyuan Ma — 2 papers, h 2
  • Siyuan Ma — 1 paper, h 5
  • Siyuan Ma — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedReconciling modern machine learning practice and the bias-variance trade-off

1.6k citations · 2.7k across the 28 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.AR2023

PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation

Aman Arora, Jian Weng, Siyuan Ma +2

Bit-serial Processing-In-Memory (PIM) is an attractive paradigm for accelerator architectures, for parallel workloads such as Deep Learning (DL), because of its capability to achie…

cs.CL2023★ 765 cited

Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models

Yiheng Liu, Tianle Han, Siyuan Ma +15

This paper presents a comprehensive survey of ChatGPT-related (GPT-3.5 and GPT-4) research, state-of-the-art large language models (LLM) from the GPT series, and their prospective…

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