44 citations · 103 across the 13 of their papers we have counts for
13 papers
DevGPT: Studying Developer-ChatGPT Conversations
Tao Xiao, Christoph Treude, Hideaki Hata +1
This paper introduces DevGPT, a dataset curated to explore how software developers interact with ChatGPT, a prominent large language model (LLM). The dataset encompasses 29,778 pro…
More Than React: Investigating The Role of Emoji Reaction in GitHub Pull Requests
Dong Wang, Tao Xiao, Teyon Son +4
Open source software development has become more social and collaborative, evident GitHub. Since 2016, GitHub started to support more informal methods such as emoji reactions, with…
18 Million Links in Commit Messages: Purpose, Evolution, and Decay
Tao Xiao, Sebastian Baltes, Hideaki Hata +4
Commit messages contain diverse and valuable types of knowledge in all aspects of software maintenance and evolution. Links are an example of such knowledge. Previous work on "9.6…
Understanding the Role of Images on Stack Overflow
Dong Wang, Tao Xiao, Christoph Treude +3
Images are increasingly being shared by software developers in diverse channels including question-and-answer forums like Stack Overflow. Although prior work has pointed out that t…
GitHub Sponsors: Exploring a New Way to Contribute to Open Source
Naomichi Shimada, Tao Xiao, Hideaki Hata +2
GitHub Sponsors, launched in 2019, enables donations to individual open source software (OSS) developers. Financial support for OSS maintainers and developers is a major issue in t…
Boosting Graph Search with Attention Network for Solving the General Orienteering Problem
Zongtao Liu, Jing Xu, Jintao Su +2
Recently, several studies have explored the use of neural network to solve different routing problems, which is an auspicious direction. These studies usually design an encoder-dec…
More Than React: Investigating The Role of EmojiReaction in GitHub Pull Requests
Teyon Son, Tao Xiao, Dong Wang +3
Context: Open source software development has become more social and collaborative, especially with the rise of social coding platforms like GitHub. Since 2016, GitHub started to s…
RFC-HyPGCN: A Runtime Sparse Feature Compress Accelerator for Skeleton-Based GCNs Action Recognition Model with Hybrid Pruning
Dong Wen, Jingfei Jiang, Jinwei Xu +4
Skeleton-based Graph Convolutional Networks (GCNs) models for action recognition have achieved excellent prediction accuracy in the field. However, limited by large model and compu…
Characterizing and Mitigating Self-Admitted Technical Debt in Build Systems
Tao Xiao, Dong Wang, Shane McIntosh +4
Technical Debt is a metaphor used to describe the situation in which long-term software artifact quality is traded for short-term goals in software projects. In recent years, the c…
Tight Approximation Ratio of Anonymous Pricing
Yaonan Jin, Pinyan Lu, Qi Qi +2
We consider two canonical Bayesian mechanism design settings. In the single-item setting, we prove tight approximation ratio for anonymous pricing: compared with Myerson Auction, i…
Tight Revenue Gaps among Simple Mechanisms
Yaonan Jin, Pinyan Lu, Zhihao Gavin Tang +1
We consider a fundamental problem in microeconomics: selling a single item to a number of potential buyers, whose values are drawn from known independent and regular (not necessari…
Nearly Tight Bounds for Sandpile Transience on the Grid
David Durfee, Matthew Fahrbach, Yu Gao +1
We use techniques from the theory of electrical networks to give nearly tight bounds for the transience class of the Abelian sandpile model on the two-dimensional grid up to polylo…
Improved Efficiency Guarantees in Auctions with Budgets
Pinyan Lu, Tao Xiao
We study the efficiency guarantees in the simple auction environment where the auctioneer has one unit of divisible good to be distributed among a number of budget constrained agen…