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Jiayan Guo

4 papers hereh-index 332 citations16 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.PR3
  • cs.LG1
same name
  • Jiayan Guo — 17 papers, h 13
  • Jiayan Guo — 3 papers, h 1
  • Jiayan Guo — 1 paper, h 0

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

most citedAIGB: Generative Auto-bidding via Conditional Diffusion Modeling

2 citations · 2 across the 4 of their papers we have counts for

collaborators

4 papers

math.PR2025

The Genealogy of Conditioned Critical Galton--Watson Trees

Jiayan Guo, Wenming Hong

Let T be the random family tree associated with the critical Galton--Watson process {Zn​}n≥0​. Geiger (1999) provided an explicit representation of the law of T cond…

math.PR2024

Precise Large Deviations For The Total Population Of Heavy-Tailed Subcritical Branching Process With Immigration

Jiayan Guo, Wenming Hong

In this article we focus on the partial sum Sn​=X1​+⋯+Xn​ of the subcritical branching process with immigration {Xn​}n∈N+​​, under the condition t…

cs.LG2024★ 2 cited

AIGB: Generative Auto-bidding via Conditional Diffusion Modeling

Jiayan Guo, Yusen Huo, Zhilin Zhang +5

Auto-bidding plays a crucial role in facilitating online advertising by automatically providing bids for advertisers. Reinforcement learning (RL) has gained popularity for auto-bid…

math.PR2024

Precise Large Deviations for the Total Population of Heavy-tailed Critical Branching Processes with Immigration

Jiayan Guo, Wenming Hong

We focus on the partial sum Sn​=X1​+⋯+Xn​ of the critical branching process with immigration {Xn​}, when the offspring ξ is regularly varying with index ν+1…

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