Daya Guo
Sun Yat-sen University(CN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Software Engineering Research, Software Testing and Debugging Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- → CodeBERT: A Pre-Trained Model for Programming and Natural Languages(2020)2,312 cited
- → UniXcoder: Unified Cross-Modal Pre-training for Code Representation(2022)523 cited
- → Can Open Large Language Models Catch Vulnerabilities?(2025)461 cited
- → CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation(2021)415 cited
- GraphCodeBERT: Pre-training Code Representations with Data Flow(2021)
- → DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning(2025)330 cited
- → DeepSeek-V3 Technical Report(2024)206 cited
- → Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering(2020)187 cited
- → CodeBLEU: a Method for Automatic Evaluation of Code Synthesis(2020)185 cited