Zhou Yang
- Large Language Models for Software Engineering: A Systematic Literature Review
2024/09/20 by Xinyi Hou, Yanjie Zhao, Yue Liu +7 · 1 voice · 95 citations
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- OpenEMMA: Open-Source Multimodal Model for End-to-End Autonomous Driving
2024/12/19 by Xing, Shuo, Chengyuan Qian, Yu‐Ping Wang +10 · 23 citations
Engineering · #Transportation and Mobility Innovations
- Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
2023/10/23 by Tianshi Che, Che, Tianshi, Ji Liu +13 · 8 citations
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
- Assessing AI Detectors in Identifying AI-Generated Code: Implications for Education
2024/01/08 by Wei Pan, Ming Jie Chok, Pan, Wei Hung +15 · 7 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Software Engineering Research #Text Readability and Simplification
- What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues
2023/03/17 by Zhou Yang, Chenyu Wang, Yang, Zhou +13 · 6 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Open Source Software Innovations #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- Stealthy Backdoor Attack for Code Models
2023/01/06 by Zhou Yang, Bowen Xu, Yang, Zhou +11 · 7 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Security and Verification in Computing
- FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
2023/12/10 by Ji Liu, Juncheng Jia, Liu, Ji +13 · 7 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
- Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models
2023/10/02 by Zhou Yang, Zhipeng Zhao, Yang, Zhou +11 · 6 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets
2022/10/07 by Chen Gong, Zhou Yang, Gong, Chen +17 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Privacy-Preserving Technologies in Data
- BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
2021/02/03 by Muhammad Hilmi Asyrofi, Asyrofi, Muhammad Hilmi, Zhou Yang +9 · 4 citations
Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computational and Text Analysis Methods #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
- Source Code Data Augmentation for Deep Learning: A Survey
2023/05/31 by Terry Yue Zhuo, Zhuo, Terry Yue, Zhou Yang +13 · 1 voice · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #Software System Performance and Reliability #cs.AI #cs.CL #cs.SE
- Efficient and Green Large Language Models for Software Engineering: Literature Review, Vision, and the Road Ahead
2024/04/06 by Jieke Shi, Zhou Yang, Shi, Jieke +3 · 6 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Robotics and Automated Systems #Semantic Web and Ontologies #Software Engineering (cs.SE) #Software System Performance and Reliability
- Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
2022/11/24 by Ji Liu, Liu, Ji, Juncheng Jia +13 · 3 citations
Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Representation Learning for Stack Overflow Posts: How Far are We?
2023/03/13 by Junda He, Xin Zhou, He, Junda +15 · 3 citations
Computer Science · Materials Science · #Software Engineering Research #Software Engineering Techniques and Practices #Machine Learning in Materials Science
- Oxygen vacancy induced room temperature metal-insulator transition in nickelates films and its potential application in photovoltaics
2016/02/10 by Le Wang, Sibashisa Dash, Wang, Le +23 · 1 citation
Materials Science · Physics and Astronomy · #Advanced Condensed Matter Physics #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Magnetic and transport properties of perovskites and related materials #Strongly Correlated Electrons (cond-mat.str-el)
- Ontology Based Global and Collective Motion Patterns for Event Classification in Basketball Videos
2019/03/16 by Lifang Wu, Wu, Lifang, Zhou Yang +11 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
- Answer Summarization for Technical Queries: Benchmark and New Approach
2022/09/22 by Yang Chengran, Chengran, Yang, Bowen Xu +19 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- Can Identifier Splitting Improve Open-Vocabulary Language Model of Code?
2022/01/06 by Jieke Shi, Zhou Yang, Shi, Jieke +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- OneRec-V2 Technical Report
2025/08/28 by Guorui Zhou, Zhou, Guorui, Hengrui Hu +141 · 5 citations
Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
- CCBERT: Self-Supervised Code Change Representation Learning
2023/09/27 by Xin Zhou, Zhou, Xin, Bowen Xu +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis
- Ecosystem of Large Language Models for Code
2024/05/27 by Zhou Yang, Jieke Shi, Yang, Zhou +3 · 2 citations
Computer Science · Engineering · #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics and Automated Systems #Software Engineering (cs.SE)
- Data Centers Job Scheduling with Deep Reinforcement Learning
2019/09/16 by Sisheng Liang, Zhou Yang, Liang, Sisheng +5 · 1 citation
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion
2024/06/14 by Kai-Lai Sun, Zhou Yang, Sun, Kailai +3 · 1 citation
Earth and Planetary Sciences · Engineering · Computer Science · #3D Surveying and Cultural Heritage #Industrial Vision Systems and Defect Detection #Advanced Vision and Imaging
- E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory
2024/06/04 by Zhaochun Ren, Zhou Yang, Ren, Zhaochun +15 · 1 citation
Engineering · Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #IoT-based Smart Home Systems #Machine Learning (cs.LG)
- AirV2X: Unified Air-Ground Vehicle-to-Everything Collaboration
2025/06/24 by Xuede Gao, Yuheng Wu, Gao, Xiangbo +16 · 4 citations
Decision Sciences · Engineering · #Simulation Techniques and Applications #Air Traffic Management and Optimization
- Mut4All: Fuzzing Compilers via LLM-Synthesized Mutators Learned from Bug Reports
2025/07/25 by Bo Wang, Pengyang Wang, Wang, Bo +19 · 1 citation
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Logic, programming, and type systems
- Insecure Coding Preferences in Long-Term Memory: Security Risks for LLM-based Code Generation
2026/07/20 by Yuchen Chen, Wei Cheng, Yuan Xiao +7 · 1 voice
#cs.CR
- How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study
2026/07/25 by Yunbo Lyu, David Williams, Jieke Shi +5
#cs.SE #cs.AI #cs.HC
- Bridging Behavior and Implementation: Automated Java Glue Code Generation for Behavior-Driven Development
2026/07/22 by Xinyu Shi, Zhou Yang, An Ran Chen
#cs.SE