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Kai Liang

4 papers hereh-index 13518 citations46 works total

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

author position
  • first author2
  • middle author2

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

fields
  • cs.IT2
  • cs.LG1
  • eess.SP1
same name
  • Kai Liang — 5 papers, h 2
  • Kai Liang — 2 papers, h 1
  • Kai Liang — 1 paper, h 2
  • Kai Liang — 1 paper, h 2
  • Kai Liang — 1 paper, h 1
  • Kai Liang — 1 paper, h 5

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 citedWyner-Ziv Gradient Compression for Federated Learning

9 citations · 12 across the 3 of their papers we have counts for

collaborators

4 papers

cs.IT2023★ 2 cited

Power Beacon Energy Consumption Minimization in Wireless Powered Backscatter Communication Networks

Haohang Yang, Yinghui Ye, Kai Liang +1

Internet-of-Things (IoT) networks are expected to support the wireless connection of massive energy limited IoT nodes. The emerging wireless powered backscatter communications (WPB…

eess.SP2021

Design and Analysis of SWIPT with Safety Constraints

Constantinos Psomas, Minglei You, Kai Liang +2

Simultaneous wireless information and power transfer (SWIPT) has long been proposed as a key solution for charging and communicating with low-cost and low-power devices. However, t…

cs.LG2021★ 9 cited

Wyner-Ziv Gradient Compression for Federated Learning

Kai Liang, Huiru Zhong, Haoning Chen +1

Due to limited communication resources at the client and a massive number of model parameters, large-scale distributed learning tasks suffer from communication bottleneck. Gradient…

cs.IT2021★ 1 cited

Improved Communication Efficiency for Distributed Mean Estimation with Side Information

Kai Liang, Youlong Wu

In this paper, we consider the distributed mean estimation problem where the server has access to some side information, e.g., its local computed mean estimation or the received in…

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