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Junchi Yan

7 papers hereh-index 437 citations10 works total

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

author position
  • middle author3
  • last author4

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

fields
  • cs.CL4
  • cs.AI1
  • cs.CV1
  • quant-ph1
same name
  • Junchi Yan — 22 papers, h 13
  • Junchi Yan — 21 papers, h 11
  • Junchi Yan — 16 papers, h 3
  • Junchi Yan — 8 papers, h 6
  • Junchi Yan — 8 papers, h 6
  • Junchi Yan — 8 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

collaborators
Showing quant-phShow all

1 paper · 1 filter

quant-ph2025

The Spectral Amplitude Principle for Dynamics of Quantum Neural Networks

Yi-hang Xu, Dan-Bo Zhang, Junchi Yan

The mechanism governing the training dynamics of Quantum Neural Networks (QNNs) remains under-explored. In classical Deep Neural Networks (DNNs), training is dominated by "Spectral…

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