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Heng Huang

61 papers hereh-index 425.8k citations181 works total

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

author position
  • middle author4
  • last author54

Across the 58 of 61 papers where every author was matched, so the position is known.

fields
  • cs.LG45
  • math.OC9
  • cs.CV4
  • cs.DC2
  • cs.CL1
same name
  • Heng Huang — 24 papers, h 63
  • Heng Huang — 16 papers, h 8
  • Heng Huang — 16 papers, h 5
  • Heng Huang — 13 papers, h 11
  • Heng Huang — 12 papers, h 10
  • Heng Huang — 11 papers, h 6

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
20162023
most citedDecoupled Parallel Backpropagation with Convergence Guarantee

60 citations · 541 across the 61 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging

Junyi Li, Feihu Huang, Heng Huang

Federated learning (FL) is an emerging learning paradigm to tackle massively distributed data. In Federated Learning, a set of clients jointly perform a machine learning task under…

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