142 citations · 280 across the 14 of their papers we have counts for
14 papers
Perspectives on Privacy in the Post-Roe Era: A Mixed-Methods of Machine Learning and Qualitative Analyses of Tweets
Yawen Guo, Rachael Zehrung, Katie Genuario +4
Abortion is a controversial topic that has long been debated in the US. With the recent Supreme Court decision to overturn Roe v. Wade, access to safe and legal reproductive care i…
Emoji Promotes Developer Participation and Issue Resolution on GitHub
Yuhang Zhou, Xuan Lu, Ge Gao +2
Although remote working is increasingly adopted during the pandemic, many are concerned by the low-efficiency in the remote working. Missing in text-based communication are non-ver…
Team Resilience under Shock: An Empirical Analysis of GitHub Repositories during Early COVID-19 Pandemic
Xuan Lu, Wei Ai, Yixin Wang +1
While many organizations have shifted to working remotely during the COVID-19 pandemic, how the remote workforce and the remote teams are influenced by and would respond to this an…
Emojis predict dropouts of remote workers: An empirical study of emoji usage on GitHub
Xuan Lu, Wei Ai, Zhenpeng Chen +2
Emotions at work have long been identified as critical signals of work motivations, status, and attitudes, and as predictors of various work-related outcomes. When more and more em…
Understanding Diffusion of Recurrent Innovations
Fuqi Lin
The diffusion of innovations theory has been studied for years. Previous research efforts mainly focus on key elements, adopter categories, and the process of innovation diffusion.…
SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering
Zhenpeng Chen, Yanbin Cao, Xuan Lu +2
Sentiment analysis has various application scenarios in software engineering (SE), such as detecting developers' emotions in commit messages and identifying their opinions on Q&A f…
A Systematic Analysis of Fine-Grained Human Mobility Prediction with On-Device Contextual Data
Huoran Li
User mobility prediction is widely considered to be helpful for various sorts of location based services on mobile devices. A large amount of studies have explored different algori…
A First Look at Emoji Usage on GitHub: An Empirical Study
Xuan Lu, Yanbin Cao, Zhenpeng Chen +1
Emoji is becoming a ubiquitous language and gaining worldwide popularity in recent years including the field of software engineering (SE). As nonverbal cues, emojis are widely used…
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification
Zhenpeng Chen, Sheng Shen, Ziniu Hu +3
Sentiment classification typically relies on a large amount of labeled data. In practice, the availability of labels is highly imbalanced among different languages, e.g., more Engl…
Mining Device-Specific Apps Usage Patterns from Large-Scale Android Users
Huoran Li, Xuan Lu
When smartphones, applications (a.k.a, apps), and app stores have been widely adopted by the billions, an interesting debate emerges: whether and to what extent do device models in…
PRADA Applicability in Industrial Practice
Xuan Lu
The proliferation of Android devices brings the fragmentation problem. Selecting and prioritizing major device models are critical for mobile app developers to select testbeds and…
Towards Release Strategy Optimization for Apps in Google Play
Sheng Shen, Xuan Lu, Ziniu Hu
In the appstore-centric ecosystem, app developers have an urgent requirement to optimize their release strategy to maximize the success opportunity of their apps. To address this p…
Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users
Zhenpeng Chen, Xuan Lu, Wei Ai +3
Based on a large data set of emoji using behavior collected from smartphone users over the world, this paper investigates gender-specific usage of emojis. We present various intere…
Mining Behavioral Patterns from Millions of Android Users
Xuanzhe Liu, Huoran Li, Xuan Lu +4
The prevalence of smart mobile devices has promoted the popularity of mobile applications (a.k.a. apps). Supporting mobility has become a promising trend in software engineering re…