Junwen Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Web Applications

Clone Detection

Technical Indicators

Reinforcement Learning

Top Venues

Proc. VLDB Endow.

Publications

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros, A. Lee Swindlehurst
Block-Level MU-MISO Interference Exploitation Precoding: Optimal Structure and Explicit Duality. CoRR (2024)
Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan
Multi-Armed Bandits with Abstention. CoRR (2024)
Xuemei Hu, Junwen Yang
G-LASSO/G-SCAD/G-MCP penalized trinomial logit dynamic models predict up trends, sideways trends and down trends for stock returns. Expert Syst. Appl. 249 (2024)
Xuemei Hu, Junwen Yang
Group Penalized Multinomial Logit Models and Stock Return Direction Prediction. IEEE Trans. Inf. Theory 70 (6) (2024)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
ADMM-SLPNet: A Model-Driven Deep Learning Framework for Symbol-Level Precoding. IEEE Trans. Veh. Technol. 73 (1) (2024)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
Speeding-Up Symbol-Level Precoding Using Separable and Dual Optimizations. IEEE Trans. Commun. 71 (12) (2023)
Junwen Yang, Yifan Feng
Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback. ICML (2023)
Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sicheng Pan, Ge Li, Siddharth Jha, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. Proc. VLDB Endow. 16 (6) (2023)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
Duality Between the Power Minimization and Max-Min SINR Balancing Symbol-Level Precoding. VTC2023-Spring (2023)
Junwen Yang, Yifan Feng
Nested Elimination: A Simple Algorithm for Best-Item Identification from Choice-Based Feedback. CoRR (2023)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
Parallelizable First-Order Fast Algorithm for Symbol-Level Precoding in Lage-Scale Systems. VTC2023-Spring (2023)
Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sharon Lee, Sicheng Pan, Joshua Wu, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications. CoRR (2022)
Jie Li, Hui Chen, Junwen Yang, Siyang Liu, Yongjie Nie, Jinyuan Li
Power Consumption Forecast Based on Ridge Regression Model. ICITEE (2022)
Junwen Yang, Yunmin Wang, Xiang Li
Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis. PeerJ Comput. Sci. 8 (2022)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
Low Complexity SLP: An Inversion-Free, Parallelizable ADMM Approach. CoRR (2022)
Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros
Speeding-up Symbol-Level Precoding Using Separable and Dual Optimizations. CoRR (2022)
Yifan Zhang, Junwen Yang, Haoyu Dong, Qingchen Wang, Huajie Shao, Kevin Leach, Yu Huang
ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection. CoRR (2022)
Junwen Yang, Vincent Y. F. Tan
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits. NeurIPS (2022)
Junwen Yang, Zixin Zhong, Vincent Y. F. Tan
Optimal Clustering with Bandit Feedback. CoRR (2022)
Yongle Zhang, Junwen Yang, Zhuqi Jin, Utsav Sethi, Kirk Rodrigues, Shan Lu, Ding Yuan
Understanding and Detecting Software Upgrade Failures in Distributed Systems. SOSP (2021)
Junwen Yang, Vincent Y. F. Tan
Towards Minimax Optimal Best Arm Identification in Linear Bandits. CoRR (2021)
Junwen Yang, Yeye He, Surajit Chaudhuri
AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search. CoRR (2021)
Junwen Yang, Yeye He, Surajit Chaudhuri
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search. Proc. VLDB Endow. 14 (11) (2021)
Sophie Xie, Junwen Yang, Shan Lu
Automated Code Refactoring upon Database-Schema Changes in Web Applications. ASE (2021)
Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung, Shan Lu
Managing data constraints in database-backed web applications. ICSE (Companion Volume) (2020)
Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung, Shan Lu
Managing data constraints in database-backed web applications. ICSE (2020)
Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu
View-Driven Optimization of Database-Backed Web Applications. CIDR (2020)
Junwen Yang, Jinshui Zhang, Shuang Zhu, Qing Xu, Feng Zhang, Zhijiang Yang, Zheng Dong
Cropland Mapping in Fragmented Agricultural Landscape Using Modified Pyramid Scene Parsing Network. IGARSS (2019)
Junwen Yang
Improving performance and quality of database-backed software. SPLASH (Companion Volume) (2019)
Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu, Alvin Cheung
View-centric performance optimization for database-backed web applications. ICSE (2019)
Junwen Yang, Cong Yan, Pranav Subramaniam, Shan Lu, Alvin Cheung
PowerStation: automatically detecting and fixing inefficiencies of database-backed web applications in IDE. ESEC/SIGSOFT FSE (2018)
Mingwei Liu, Xin Peng, Qingtao Jiang, Andrian Marcus, Junwen Yang, Wenyun Zhao
Searching StackOverflow Questions with Multi-Faceted Categorization. Internetware (2018)
Junwen Yang, Pranav Subramaniam, Shan Lu, Cong Yan, Alvin Cheung
to structure your database-backed web applications: a study of performance bugs in the wild. ICSE (2018)
Shuang Zhu, Jinshui Zhang, Xiaohe Gu, Junwen Yang, Baolin Xian
Mapping Highly Heterogeneous Impervious Surface in the Urban-Rural Fringe using Integrated Hard and Soft Classification from Incorporating Spectral and Texture Features. IGARSS (2018)
Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu
Understanding Database Performance Inefficiencies in Real-world Web Applications. CIKM (2017)
Junwen Yang, Hai Wang, Xin Peng, Wenyun Zhao
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). 计算机科学 44 (7) (2017)