Junwen Yang

According to our database, Junwen Yang authored at least 31 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ADMM-SLPNet: A Model-Driven Deep Learning Framework for Symbol-Level Precoding.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros

IEEE Trans. Veh. Technol., January, 2024

Multi-Armed Bandits with Abstention.

Junwen Yang, Tianyuan Jin, Vincent Y. F. Tan

CoRR, 2024

Block-Level MU-MISO Interference Exploitation Precoding: Optimal Structure and Explicit Duality.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros, A. Lee Swindlehurst

CoRR, 2024

2023

Speeding-Up Symbol-Level Precoding Using Separable and Dual Optimizations.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros

IEEE Trans. Commun., December, 2023

Leveraging Application Data Constraints to Optimize Database-Backed Web Applications.

Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sicheng Pan, Ge Li, Siddharth Jha, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung

Proc. VLDB Endow., 2023

Duality Between the Power Minimization and Max-Min SINR Balancing Symbol-Level Precoding.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Parallelizable First-Order Fast Algorithm for Symbol-Level Precoding in Lage-Scale Systems.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback.

Junwen Yang, Yifan Feng

Proceedings of the International Conference on Machine Learning, 2023

2022

Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis.

Junwen Yang, Yunmin Wang, Xiang Li

PeerJ Comput. Sci., 2022

Low Complexity SLP: An Inversion-Free, Parallelizable ADMM Approach.

Junwen Yang, Ang Li, Xuewen Liao, Christos Masouros

CoRR, 2022

ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection.

Yifan Zhang, Junwen Yang, Haoyu Dong, Qingchen Wang, Huajie Shao, Kevin Leach, Yu Huang

CoRR, 2022

Leveraging Application Data Constraints to Optimize Database-Backed Web Applications.

Xiaoxuan Liu, Shuxian Wang, Mengzhu Sun, Sharon Lee, Sicheng Pan, Joshua Wu, Cong Yan, Junwen Yang, Shan Lu, Alvin Cheung

CoRR, 2022

Optimal Clustering with Bandit Feedback.

Junwen Yang, Zixin Zhong, Vincent Y. F. Tan

CoRR, 2022

Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits.

Junwen Yang, Vincent Y. F. Tan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Power Consumption Forecast Based on Ridge Regression Model.

Jie Li, Hui Chen, Junwen Yang, Siyang Liu, Yongjie Nie, Jinyuan Li

Proceedings of the 5th International Conference on Information Technologies and Electrical Engineering, 2022

2021

Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.

Junwen Yang, Yeye He, Surajit Chaudhuri

Proc. VLDB Endow., 2021

AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.

Junwen Yang, Yeye He, Surajit Chaudhuri

CoRR, 2021

Towards Minimax Optimal Best Arm Identification in Linear Bandits.

Junwen Yang, Vincent Y. F. Tan

CoRR, 2021

Understanding and Detecting Software Upgrade Failures in Distributed Systems.

Yongle Zhang, Junwen Yang, Zhuqi Jin, Utsav Sethi, Kirk Rodrigues, Shan Lu, Ding Yuan

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Automated Code Refactoring upon Database-Schema Changes in Web Applications.

Sophie Xie, Junwen Yang, Shan Lu

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

Managing data constraints in database-backed web applications.

Junwen Yang, Utsav Sethi, Cong Yan, Alvin Cheung, Shan Lu

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

View-Driven Optimization of Database-Backed Web Applications.

Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019

Improving performance and quality of database-backed software.

Junwen Yang

Proceedings of the Proceedings Companion of the 2019 ACM SIGPLAN International Conference on Systems, 2019

Cropland Mapping in Fragmented Agricultural Landscape Using Modified Pyramid Scene Parsing Network.

Junwen Yang, Jinshui Zhang, Shuang Zhu, Qing Xu, Feng Zhang, Zhijiang Yang, Zheng Dong

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

View-centric performance optimization for database-backed web applications.

Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu, Alvin Cheung

Proceedings of the 41st International Conference on Software Engineering, 2019

2018

PowerStation: automatically detecting and fixing inefficiencies of database-backed web applications in IDE.

Junwen Yang, Cong Yan, Pranav Subramaniam, Shan Lu, Alvin Cheung

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Searching StackOverflow Questions with Multi-Faceted Categorization.

Mingwei Liu, Xin Peng, Qingtao Jiang, Andrian Marcus, Junwen Yang, Wenyun Zhao

Proceedings of the Tenth Asia-Pacific Symposium on Internetware, 2018

Mapping Highly Heterogeneous Impervious Surface in the Urban-Rural Fringe using Integrated Hard and Soft Classification from Incorporating Spectral and Texture Features.

Shuang Zhu, Jinshui Zhang, Xiaohe Gu, Junwen Yang, Baolin Xian

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

How <i>not</i> to structure your database-backed web applications: a study of performance bugs in the wild.

Junwen Yang, Pranav Subramaniam, Shan Lu, Cong Yan, Alvin Cheung

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

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, Wenyun Zhao

计算机科学, 2017

Understanding Database Performance Inefficiencies in Real-world Web Applications.

Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017