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Guangyuan Liu

20 papers hereh-index 10293 citations31 works total

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

author position
  • first author8
  • middle author9

Across the 17 of 20 papers where every author was matched, so the position is known.

fields
  • cs.NI11
  • cs.LG3
  • cs.DC2
  • cs.HC1
  • cs.RO1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedGenerative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

12 citations · 22 across the 20 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2025

Efficient Onboard Vision-Language Inference in UAV-Enabled Low-Altitude Economy Networks via LLM-Enhanced Optimization

Yang Li, Ruichen Zhang, Yinqiu Liu +4

The rapid advancement of Low-Altitude Economy Networks (LAENets) has enabled a variety of applications, including aerial surveillance, environmental sensing, and semantic data coll…

cs.LG2025

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges

Changyuan Zhao, Guangyuan Liu, Ruichen Zhang +11

Edge General Intelligence (EGI) represents a transformative evolution of edge computing, where distributed agents possess the capability to perceive, reason, and act autonomously a…

cs.LG2024

Supervised Score-Based Modeling by Gradient Boosting

Changyuan Zhao, Hongyang Du, Guangyuan Liu +1

Score-based generative models can effectively learn the distribution of data by estimating the gradient of the distribution. Due to the multi-step denoising characteristic, researc…

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