Search Results for author: Lei Lyu

Found 4 papers, 1 papers with code

Understanding the Role of Pathways in a Deep Neural Network

no code implementations28 Feb 2024 Lei Lyu, Chen Pang, Jihua Wang

Deep neural networks have demonstrated superior performance in artificial intelligence applications, but the opaqueness of their inner working mechanism is one major drawback in their application.

Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation

no code implementations6 Nov 2023 Fuyun Wang, Xingyu Gao, Zhenyu Chen, Lei Lyu

CM-GNN further introduces an attention-based fusion module to learn pairwise relation-based session representation by fusing the item representations generated by L-GCN and G-GCN.

Contrastive Learning Relation +1

Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks

no code implementations27 Jan 2023 Chen Pang, Xuequan Lu, Lei Lyu

For this, we propose a novel Contrastive GCN-Transformer Network (ConGT) which fuses the spatial and temporal modules in a parallel way.

Action Recognition Contrastive Learning +2

TreeBERT: A Tree-Based Pre-Trained Model for Programming Language

1 code implementation26 May 2021 Xue Jiang, Zhuoran Zheng, Chen Lyu, Liang Li, Lei Lyu

In this paper, we present TreeBERT, a tree-based pre-trained model for improving programming language-oriented generation tasks.

Code Summarization Language Modelling +1

Cannot find the paper you are looking for? You can Submit a new open access paper.