Zhu Qihao | 朱琪豪
About
I recently completed my Ph.D. in Computer Science at Peking University, advised by Prof. Yingfei Xiong. My research focused on program generation, program understanding, pre-trained large models, and natural language processing. I developed novel techniques for neural program repair, code generation, and code retrieval, published in top-tier conferences such as ICSE, IJCAI, and AAAI. My work on type-aware neural program repair and syntax-guided code generation has significantly advanced the state-of-the-art in automated software engineering.
Currently, I am a researcher at DeepSeek, where I focus on developing advanced large models for code generation and logical reasoning. My work aims to bridge the gap between human intent and machine execution, enabling more efficient and intelligent software development. I am passionate about creating models that assist developers in writing better code, reducing errors, and improving productivity.
Publications
Tare: Type-Aware Neural Program Repair
Qihao Zhu, et al.
45th International Conference on Software Engineering (ICSE) 2023
Grape: Grammar-Preserving Rule Embedding
Qihao Zhu, et al.
31st International Joint Conference on Artificial Intelligence (IJCAI) 2022
A Syntax-Guided Edit Decoder for Neural Program Repair
Qihao Zhu, et al.
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 2021
OCoR: An Overlapping-Aware Code Retriever
Qihao Zhu, et al.
35th IEEE/ACM International Conference on Automated Software Engineering (ASE) 2020
A Grammar-based Structural CNN Decoder for Code Generation
Zeyu Sun, Qihao Zhu, et al.
33rd AAAI Conference on Artificial Intelligence (AAAI) 2019
TreeGen: A Tree-Based Transformer Architecture for Code Generation
Zeyu Sun, Qihao Zhu, et al.
33rd AAAI Conference on Artificial Intelligence (AAAI) 2020
Boosting Coverage-based Fault Localization via Graph-based Representation Learning
Yingfei Lou, Qihao Zhu, et al.
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 2021
FIRA: Fine-grained Graph-based Code Change Representation for Automated Commit Message Generation
Jingxuan Dong, Yingfei Lou, Qihao Zhu, et al.
44th International Conference on Software Engineering (ICSE) 2022
Learning to Construct Better Mutation Faults
Zhenyu Tian, Jingxuan Chen, Qihao Zhu, et al.
37th IEEE/ACM International Conference on Automated Software Engineering (ASE) 2022
NLocalSAT: Boosting Local Search with Solution Prediction
Wenjie Zhang, Zeyu Sun, Qihao Zhu, et al.
29th International Joint Conference on Artificial Intelligence (IJCAI) 2020
Lyra: A Benchmark for Turducken-Style Code Generation
Qingyuan Liang, Zeyu Sun, Qihao Zhu, et al.
31st International Joint Conference on Artificial Intelligence (IJCAI) 2022
Preferential Labeling for Unattributed Node Classification in GNNs
Zeyu Sun, Zeyu Sun, Li Mou, Qihao Zhu, et al.
36th AAAI Conference on Artificial Intelligence (AAAI) 2022
Awards
🏆 Peking University President Scholarship
🏆 Peking University Outstanding Student Award
🏆 Peking University May 4th Scholarship
🏆 Peking University Guanghua Scholarship
Services
📝 Reviewer
AAAI, ICSE, FSE, IJCAI, ASE
👨🏫 Teaching Assistant
Program Analysis, 2022
Software Engineering, 2021