research
∙
08/28/2022
On the design of Massive MIMO-QAM detector via ℓ_2-Box ADMM approach
In this letter, we develop an ℓ_2-box maximum likelihood (ML) formulatio...
share
research
∙
05/22/2022
Edge Graph Neural Networks for Massive MIMO Detection
Massive Multiple-Input Multiple-Out (MIMO) detection is an important pro...
research
∙
02/26/2022
Multi-Level Contrastive Learning for Cross-Lingual Alignment
Cross-language pre-trained models such as multilingual BERT (mBERT) have...
research
∙
02/07/2022
Efficient ADMM Decoder for Non-binary LDPC Codes with Codeword-Independent Performance
In this paper, we devote to devise a non-binary low-density parity-check...
research
∙
01/02/2022
Decoding Nonbinary LDPC Codes via Proximal-ADMM Approach (include convergence proofs)
In this paper, we focus on decoding nonbinary low-density parity-check (...
research
∙
12/17/2021
Community-based Layerwise Distributed Training of Graph Convolutional Networks
The Graph Convolutional Network (GCN) has been successfully applied to m...
research
∙
09/16/2021
Meeting-Merging-Mission: A Multi-robot Coordinate Framework for Large-Scale Communication-Limited Exploration
This letter presents a complete framework Meeting-Merging-Mission for mu...
research
∙
09/03/2021
Indexing Context-Sensitive Reachability
Many context-sensitive data flow analyses can be formulated as a variant...
research
∙
05/20/2021
Towards Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM framework
The Graph Augmented Multi-layer Perceptron (GA-MLP) model is an attracti...
research
∙
10/19/2020
Proximal-ADMM Decoder for Nonbinary LDPC Codes
In this paper, we develop an efficient decoder via the proximal alternat...
research
∙
10/14/2020
Designing Massive MIMO Detector via PS-ADMM approach
In this paper, we develop an efficient detector for massive multiple-inp...
research
∙
10/28/2019
Efficient QP-ADMM Decoder for Binary LDPC Codes and Its Performance Analysis
This paper presents an efficient quadratic programming (QP) decoder via ...
research
∙
01/23/2019
Minimum-Polytope-Based Linear Programming Decoder for LDPC Codes via ADMM Approach
In this letter, we develop an efficient linear programming (LP) decoding...
research
∙
10/29/2018