57 citations · 59 across the 7 of their papers we have counts for
4 papers
On the uniqueness result for the BSDE with continuous coefficient
Yufeng Shi, Zhi Yang
In this paper, we study one-dimensional backward stochastic differential equation (BSDE, for short), whose coefficient is Lipschitz in but only continuous in . In additi…
Unified Normalization for Accelerating and Stabilizing Transformers
Qiming Yang, Kai Zhang, Chaoxiang Lan +5
Solid results from Transformers have made them prevailing architectures in various natural language and vision tasks. As a default component in Transformers, Layer Normalization (L…
A Safe Semi-supervised Graph Convolution Network
Zhi Yang, Yadong Yan, Haitao Gan +2
In the semi-supervised learning field, Graph Convolution Network (GCN), as a variant model of GNN, has achieved promising results for non-Euclidean data by introducing convolution…
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
Xupeng Miao, Hailin Zhang, Yining Shi +4
Embedding models have been an effective learning paradigm for high-dimensional data. However, one open issue of embedding models is that their representations (latent factors) ofte…