Changan Niu

According to our database, Changan Niu authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

Comparing the Pretrained Models of Source Code by Re-pretraining Under a Unified Setup.

Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo

IEEE Trans. Neural Networks Learn. Syst., December, 2024

PassSum: Leveraging paths of abstract syntax trees and self-supervision for code summarization.

Changan Niu, Chuanyi Li, Vincent Ng, Jidong Ge, Liguo Huang, Bin Luo

J. Softw. Evol. Process., June, 2024

FAIR: Flow Type-Aware Pre-Training of Compiler Intermediate Representations.

Changan Niu, Chuanyi Li, Vincent Ng, David Lo, Bin Luo

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

On Evaluating the Efficiency of Source Code Generated by LLMs.

Changan Niu, Ting Zhang, Chuanyi Li, Bin Luo, Vincent Ng

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

2023

Are We Ready to Embrace Generative AI for Software Q&A?

Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong, Changan Niu, Chenyu Wang, Bach Le, David Lo

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models.

Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

An Empirical Comparison of Pre-Trained Models of Source Code.

Changan Niu, Chuanyi Li, Vincent Ng, Dongxiao Chen, Jidong Ge, Bin Luo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code.

Changan Niu, Chuanyi Li, Bin Luo, Vincent Ng

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations.

Changan Niu, Chuanyi Li, Vincent Ng, Jidong Ge, Liguo Huang, Bin Luo

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2020

Efficient Service Entity Chain Placement in Mobile Edge Computing.

Yu Liang, Jidong Ge, Sheng Zhang, Changan Niu, Wei Song, Bin Luo

Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020