Search Results for author: Hongyi Li

Found 8 papers, 3 papers with code

Priority-based Energy Allocation in Buildings for Distributed Model Predictive Control

no code implementations20 Mar 2024 Hongyi Li, Jun Xu

For the scenarios where the energy system is not sufficiently supplied to HVAC systems, a priority-based allocation scheme based on distributed model predictive control is proposed in this paper, which distributes the energy rationally based on priority order.

Model Predictive Control

Edge Graph Neural Networks for Massive MIMO Detection

no code implementations22 May 2022 Hongyi Li, Junxiang Wang, Yongchao Wang

Massive Multiple-Input Multiple-Out (MIMO) detection is an important problem in modern wireless communication systems.

A Convergent ADMM Framework for Efficient Neural Network Training

1 code implementation22 Dec 2021 Junxiang Wang, Hongyi Li, Liang Zhao

As a well-known optimization framework, the Alternating Direction Method of Multipliers (ADMM) has achieved tremendous success in many classification and regression applications.

Efficient Neural Network

Commentaries on the publication entitled Evidence for continuity of interstitial spaces across tissue and organ boundaries in humans

no code implementations15 Jul 2021 Hongyi Li

Interstitial connective tissues are one of the four basic types of animal tissue and continuously distributed throughout the body.

Towards Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework

1 code implementation20 May 2021 Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao

Theoretical convergence to a (quantized) stationary point of the pdADMM-G algorithm and the pdADMM-G-Q algorithm is provided with a sublinear convergence rate $o(1/k)$, where $k$ is the number of iterations.

Quantization

A multilayer interstitial fluid flow along vascular adventitia

no code implementations23 Sep 2020 Hongyi Li, You Lv, Xiaoliang Chen, Bei Li, Qi Hua, Fusui Ji, Yajun Yin, Hua Li

In real-time observations, the calculated velocity of a continuous ISF flow along fibers of a PACT pathway was 3. 6-15. 6 mm/sec.

Relational Communication

no code implementations17 Jan 2019 Anton Kolotilin, Hongyi Li

We study a communication game between an informed sender and an uninformed receiver with repeated interactions and voluntary transfers.

Decision Making

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