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researcher

Hao Ma

Facebook AI

6 papers hereh-index 3812.8k citations179 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.SI2
  • cs.AI1
  • cs.CL1
  • cs.DL1
  • cs.LG1
affiliations
  • Facebook AI
  • Microsoft Research
  • The Chinese University of Hong Kong
Homepage
same name
  • Hao Ma — 33 papers
  • Hao Ma — 14 papers, h 12
  • Hao Ma — 13 papers, h 15
  • Hao Ma — 7 papers, h 2
  • Hao Ma — 6 papers, h 6
  • Hao Ma — 6 papers, h 3

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
20182025
most citedNetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

112 citations · 114 across the 2 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025★ 2 cited

Causal Mean Field Multi-Agent Reinforcement Learning

Hao Ma, Zhiqiang Pu, Yi Pan +3

Scalability remains a challenge in multi-agent reinforcement learning and is currently under active research. A framework named mean-field reinforcement learning (MFRL) could allev…

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