Search Results for author: Han Ji

Found 3 papers, 1 papers with code

CAP: A Context-Aware Neural Predictor for NAS

1 code implementation4 Jun 2024 Han Ji, Yuqi Feng, Yanan sun

Neural predictors are effective in boosting the time-consuming performance evaluation stage in neural architecture search (NAS), owing to their direct estimation of unseen architectures.

Neural Architecture Search

Resource and Mobility Management in Hybrid LiFi and WiFi Networks: A User-Centric Learning Approach

no code implementations25 Mar 2024 Han Ji, Xiping Wu

The existing LB methods are mostly network-centric, relying on a central unit to make a solution for the users all at once.

Management

Adaptive Target-Condition Neural Network: DNN-Aided Load Balancing for Hybrid LiFi and WiFi Networks

no code implementations9 Aug 2022 Han Ji, Qiang Wang, Stephen J. Redmond, Iman Tavakkolnia, Xiping Wu

In this paper, a novel deep neural network (DNN) structure named adaptive target-condition neural network (A-TCNN) is proposed, which conducts AP selection for one target user upon the condition of other users.

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