Junwen Yang

Most-cited papers

How not to Structure Your Database-Backed Web Applications: A Study of Performance Bugs in the Wild
Junwen Yang, Pranav Subramaniam, Shan Lu, Cong Yan +1 more
2018International Conference on Software Engineering74 citations
Semantic Scholar
Understanding and Detecting Software Upgrade Failures in Distributed Systems
Yong-Le Zhang, Junwen Yang, Zhuqi Jin, Utsav Sethi +3 more
2021Symposium on Operating Systems Principles70 citations Open access
Semantic Scholar
Understanding Database Performance Inefficiencies in Real-world Web Applications
Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu
2017International Conference on Information and Knowledge Management59 citations Open access
Semantic Scholar
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
Junwen Yang, V. Tan
2021Neural Information Processing Systems41 citations Open access
Semantic Scholar
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search
Junwen Yang, Ye-Ye He, S. Chaudhuri
2021Proceedings of the VLDB Endowment36 citations
Semantic Scholar
Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis
Junwen Yang, Yunmin Wang, Xiang Li
2022PeerJ Computer Science28 citations Open access
Semantic Scholar
Optimal Clustering with Bandit Feedback
Junwen Yang, Zixin Zhong, V. Tan
2022Journal of machine learning research26 citations
Semantic Scholar
PowerStation: automatically detecting and fixing inefficiencies of database-backed web applications in IDE
Junwen Yang, Cong Yan, Pranav Subramaniam, Shan Lu +1 more
2018ESEC/SIGSOFT FSE26 citations
Semantic Scholar
View-Centric Performance Optimization for Database-Backed Web Applications
Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu +1 more
2019International Conference on Software Engineering25 citations
Semantic Scholar
Managing data constraints in database-backed web applications
Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung +1 more
2020International Conference on Software Engineering18 citations Open access
Semantic Scholar
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
Xiaoxuan Liu, ShuXi Wang, Mengzhu Sun, Sicheng Pan +6 more
2022Proceedings of the VLDB Endowment15 citations Open access
Semantic Scholar
Searching StackOverflow Questions with Multi-Faceted Categorization
Ming-Wei Liu, Xin Peng, Qingtao Jiang, Andrian Marcus +2 more
2018Asia-Pacific Symposium on Internetware15 citations
Semantic Scholar
Towards Minimax Optimal Best Arm Identification in Linear Bandits
Junwen Yang, V. Tan
2021arXiv.org8 citations
Semantic Scholar
Automated Code Refactoring upon Database-Schema Changes in Web Applications
Sophie Xie, Junwen Yang, Shan Lu
2021International Conference on Automated Software Engineering5 citations
Semantic Scholar
View-Driven Optimization of Database-Backed Web Applications
Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu
2020Conference on Innovative Data Systems Research2 citations
Semantic Scholar
Learning to Select and Rank from Choice-Based Feedback: A Simple Nested Approach
Junwen Yang, Yifan Feng
20231 citations
Semantic Scholar
Penalized logistic regressions predict stock price trends
Junwen Yang, Jing Wu, Xiang Li
2022Other Conferences1 citations
Semantic Scholar
Improving performance and quality of database-backed software
Junwen Yang
2019ACM SIGPLAN International Conference on Systems, Programming, Languages and Applications: Software for Humanity0 citations
Semantic Scholar
Panorama Estimator Panorama OptimizerOption 1 Option 2 Option 3 Panorama Interface Cost per Tag Suggestions Refactoring Patch Source
Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu +1 more
20190 citations
Semantic Scholar
基于开发者行为分析的Web资源推荐 (Web Resource Recommendation Based on Analysis of Developer's Behavior)
Junwen Yang, Hai Wang, Xin Peng, Wen-Yun Zhao
2017计算机科学0 citations
Semantic Scholar