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Xiaolan Liu

4 papers hereh-index 452 citations13 works total

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

author position
  • middle author4

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

fields
  • cs.LG2
  • cs.AI1
  • eess.SP1
same name
  • Xiaolan Liu — 9 papers, h 17
  • Xiaolan Liu — 6 papers, h 3
  • Xiaolan Liu — 1 paper, h 3
  • Xiaolan Liu — 1 paper, h 1

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
20232025
most citedMaximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning

7 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

eess.SP2024

A General Sensing-assisted Channel Estimation Framework in Distributed MIMO Network

Hui Zhou, Xiaolan Liu, Sangarapillai Lambotharan

In 6G communications, it is envisioned to equip the traditional access point (AP) with sensing capability to fully benefit the existing wireless communication infrastructures. Thus…

cs.LG2024★ 1 cited

Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection

Charuka Herath, Xiaolan Liu, Sangarapillai Lambotharan +1

Federated Learning (FL) is a decentralized approach for collaborative model training on edge devices. This distributed method of model training offers advantages in privacy, securi…

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