11 citations · 20 across the 7 of their papers we have counts for
8 papers · 1 filter
EgoCoder: Intelligent Program Synthesis with Hierarchical Sequential Neural Network Model
Jiawei Zhang, Limeng Cui, Fisher B. Gouza
Programming has been an important skill for researchers and practitioners in computer science and other related areas. To learn basic programing skills, a long-time systematic trai…
GEN Model: An Alternative Approach to Deep Neural Network Models
Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we introduce an alternative approach, namely GEN (Genetic Evolution Network) Model, to the deep learning models. Instead of building one single deep model, GEN adopt…
Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models
Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we aim at introducing a new machine learning model, namely reconciled polynomial machine, which can provide a unified representation of existing shallow and deep mac…
On Deep Ensemble Learning from a Function Approximation Perspective
Jiawei Zhang, Limeng Cui, Fisher B. Gouza
In this paper, we propose to provide a general ensemble learning framework based on deep learning models. Given a group of unit models, the proposed deep ensemble learning framewor…
FAKEDETECTOR: Effective Fake News Detection with Deep Diffusive Neural Network
Jiawei Zhang, Bowen Dong, Philip S. Yu
In recent years, due to the booming development of online social networks, fake news for various commercial and political purposes has been appearing in large numbers and widesprea…
Deep Loopy Neural Network Model for Graph Structured Data Representation Learning
Jiawei Zhang
Existing deep learning models may encounter great challenges in handling graph structured data. In this paper, we introduce a new deep learning model for graph data specifically, n…