Search Results for author: Boning Li

Found 6 papers, 4 papers with code

Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks

no code implementations27 Jan 2022 Boning Li, Gunjan Verma, Santiago Segarra

We develop a novel graph-based trainable framework to maximize the weighted sum energy efficiency (WSEE) for power allocation in wireless communication networks.

Power Allocation for Wireless Federated Learning using Graph Neural Networks

2 code implementations15 Nov 2021 Boning Li, Ananthram Swami, Santiago Segarra

We propose a data-driven approach for power allocation in the context of federated learning (FL) over interference-limited wireless networks.

Federated Learning

Co-clustering Vertices and Hyperedges via Spectral Hypergraph Partitioning

1 code implementation19 Feb 2021 Yu Zhu, Boning Li, Santiago Segarra

We propose a novel method to co-cluster the vertices and hyperedges of hypergraphs with edge-dependent vertex weights (EDVWs).

hypergraph partitioning

POI Semantic Model with a Deep Convolutional Structure

no code implementations18 Mar 2019 Ji Zhao, Meiyu Yu, Huan Chen, Boning Li, Lingyu Zhang, Qi Song, Li Ma, Hua Chai, Jieping Ye

An accurate similarity calculation is challenging since the mismatch between a query and a retrieval text may exist in the case of a mistyped query or an alias inquiry.


What you get is not always what you see: pitfalls in solar array assessment using overhead imagery

2 code implementations28 Feb 2019 Wei Hu, Kyle Bradbury, Jordan M. Malof, Boning Li, Bohao Huang, Artem Streltsov, K. Sydny Fujita, Ben Hoen

Our findings suggest that traditional performance evaluation of the automated identification of solar PV from satellite imagery may be optimistic due to common limitations in the validation process.

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