research
∙
08/14/2023
CupCleaner: A Data Cleaning Approach for Comment Updating
Recently, deep learning-based techniques have shown promising performanc...
share
research
∙
03/19/2023
Toward Artificial Empathy for Human-Centered Design: A Framework
In the early stages of the design process, designers explore opportuniti...
research
∙
12/26/2022
Biologically Inspired Design Concept Generation Using Generative Pre-Trained Transformers
Biological systems in nature have evolved for millions of years to adapt...
research
∙
11/07/2022
Generative Transformers for Design Concept Generation
Generating novel and useful concepts is essential during the early desig...
research
∙
11/16/2021
Generative Pre-Trained Transformer for Design Concept Generation: An Exploration
Novel concepts are essential for design innovation and can be generated ...
research
∙
08/27/2021
Lyra: A Benchmark for Turducken-Style Code Generation
Code generation is crucial to reduce manual software development efforts...
research
∙
06/15/2021
Code Generation Based on Deep Learning: a Brief Review
Automatic software development has been a research hot spot in the field...
research
∙
02/23/2021
Dynamic Labeling for Unlabeled Graph Neural Networks
Existing graph neural networks (GNNs) largely rely on node embeddings, w...
research
∙
08/12/2020
OCoR: An Overlapping-Aware Code Retriever
Code retrieval helps developers reuse the code snippet in the open-sourc...
research
∙
01/26/2020
NLocalSAT: Boosting Local Search with Solution Prediction
The boolean satisfiability problem is a famous NP-complete problem in co...
research
∙
11/22/2019
TreeGen: A Tree-Based Transformer Architecture for Code Generation
A code generation system generates programming language code based on an...
research
∙
11/14/2018