Mingwei Liu

According to our database, Mingwei Liu authored at least 42 papers between 2018 and 2025.

Collaborative distances:

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

2025

EvolMathEval: Towards Evolvable Benchmarks for Mathematical Reasoning via Evolutionary Testing.

Shengbo Wang, Mingwei Liu, Zike Li, Anji Li, Yanlin Wang, Xin Peng, Zibin Zheng

CoRR, August, 2025

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback.

Guoliang Duan, Mingwei Liu, Yanlin Wang, Chong Wang, Xin Peng, Zibin Zheng

CoRR, July, 2025

Towards Better Code Generation: Adaptive Decoding with Uncertainty Guidance.

Kaifeng He, Mingwei Liu, Chong Wang, Zike Li, Yanlin Wang, Xin Peng, Zibin Zheng

CoRR, June, 2025

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation.

Mingwei Liu, Juntao Li, Ying Wang, Xueying Du, Zuoyu Ou, Qiuyuan Chen, Bingxu An, Zhao Wei, Yong Xu, Fangming Zou, Xin Peng, Yiling Lou

CoRR, April, 2025

FeedbackEval: A Benchmark for Evaluating Large Language Models in Feedback-Driven Code Repair Tasks.

Dekun Dai, Mingwei Liu, Anji Li, Jialun Cao, Yanlin Wang, Chong Wang, Xin Peng, Zibin Zheng

CoRR, April, 2025

What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond.

Wenchao Gu, Juntao Chen, Yanlin Wang, Tianyue Jiang, Xingzhe Li, Mingwei Liu, Xilin Liu, Yuchi Ma, Zibin Zheng

CoRR, March, 2025

Enhancing the Robustness of LLM-Generated Code: Empirical Study and Framework.

Zike Li, Mingwei Liu, Anji Li, Kaifeng He, Yanlin Wang, Xin Peng, Zibin Zheng

CoRR, March, 2025

Enhancing LLM-based Code Translation in Repository Context via Triple Knowledge-Augmented.

Guangsheng Ou, Mingwei Liu, Yuxuan Chen, Xueying Du, Shengbo Wang, Zekai Zhang, Xin Peng, Zibin Zheng

CoRR, March, 2025

RustEvo²: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation.

Linxi Liang, Jing Gong, Mingwei Liu, Chong Wang, Guangsheng Ou, Yanlin Wang, Xin Peng, Zibin Zheng

CoRR, March, 2025

Code Digital Twin: Empowering LLMs with Tacit Knowledge for Complex Software Maintenance.

Xin Peng, Chong Wang, Mingwei Liu, Yiling Lou, Yijian Wu

CoRR, March, 2025

How Should I Build A Benchmark? Revisiting Code-Related Benchmarks For LLMs.

Jialun Cao, Yuk-Kit Chan, Zixuan Ling, Wenxuan Wang, Shuqing Li, Mingwei Liu, Ruixi Qiao, Yuting Han, Chaozheng Wang, Boxi Yu, Pinjia He, Shuai Wang, Zibin Zheng, Michael R. Lyu, Shing-Chi Cheung

CoRR, January, 2025

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.

Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Mingzhi Mao, Xilin Liu, Yuchi Ma, Zibin Zheng

Proc. ACM Softw. Eng., 2025

TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference.

Chong Wang, Jian Zhang, Yiling Lou, Mingwei Liu, Weisong Sun, Yang Liu, Xin Peng

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

2024

Evaluating and Improving ChatGPT for Unit Test Generation.

Zhiqiang Yuan, Mingwei Liu, Shiji Ding, Kaixin Wang, Yixuan Chen, Xin Peng, Yiling Lou

Proc. ACM Softw. Eng., 2024

Repository-level Code Translation Benchmark Targeting Rust.

Guangsheng Ou, Mingwei Liu, Yuxuan Chen, Xin Peng, Zibin Zheng

CoRR, 2024

Are Decoder-Only Large Language Models the Silver Bullet for Code Search?

Yuxuan Chen, Guangsheng Ou, Mingwei Liu, Yanlin Wang, Zibin Zheng

CoRR, 2024

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.

Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Zibin Zheng

CoRR, 2024

Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG.

Xueying Du, Geng Zheng, Kaixin Wang, Jiayi Feng, Wentai Deng, Mingwei Liu, Bihuan Chen, Xin Peng, Tao Ma, Yiling Lou

CoRR, 2024

STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis.

Junwei Liu, Yixuan Chen, Mingwei Liu, Xin Peng, Yiling Lou

CoRR, 2024

Evaluating Large Language Models in Class-Level Code Generation.

Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou

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

2023

XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph.

Chong Wang, Xin Peng, Zhenchang Xing, Yue Zhang, Mingwei Liu, Rong Luo, Xiujie Meng

ACM Trans. Softw. Eng. Methodol., November, 2023

Task-Oriented ML/DL Library Recommendation Based on a Knowledge Graph.

Mingwei Liu, Chengyuan Zhao, Xin Peng, Simin Yu, Haofen Wang, Chaofeng Sha

IEEE Trans. Software Eng., August, 2023

Resolving Crash Bugs via Large Language Models: An Empirical Study.

Xueying Du, Mingwei Liu, Juntao Li, Hanlin Wang, Xin Peng, Yiling Lou

CoRR, 2023

ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation.

Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou

CoRR, 2023

Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation.

Zhiqiang Yuan, Junwei Liu, Qiancheng Zi, Mingwei Liu, Xin Peng, Yiling Lou

CoRR, 2023

No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation.

Zhiqiang Yuan, Yiling Lou, Mingwei Liu, Shiji Ding, Kaixin Wang, Yixuan Chen, Xin Peng

CoRR, 2023

KG4CraSolver: Recommending Crash Solutions via Knowledge Graph.

Xueying Du, Yiling Lou, Mingwei Liu, Xin Peng, Tianyong Yang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Recommending Analogical APIs via Knowledge Graph Embedding.

Mingwei Liu, Yanjun Yang, Yiling Lou, Xin Peng, Zhong Zhou, Xueying Du, Tianyong Yang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation.

Mingwei Liu, Tianyong Yang, Yiling Lou, Xueying Du, Ying Wang, Xin Peng

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

Knowledge Graph based Explainable Question Retrieval for Programming Tasks.

Mingwei Liu, Simin Yu, Xin Peng, Xueying Du, Tianyong Yang, Huanjun Xu, Gaoyang Zhang

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023

2022

API-Related Developer Information Needs in Stack Overflow.

Mingwei Liu, Xin Peng, Andrian Marcus, Shuangshuang Xing, Christoph Treude, Chengyuan Zhao

IEEE Trans. Software Eng., 2022

How to formulate specific how-to questions in software development?

Mingwei Liu, Xin Peng, Andrian Marcus, Christoph Treude, Jiazhan Xie, Huanjun Xu, Yanjun Yang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

2021

Learning-based extraction of first-order logic representations of API directives.

Mingwei Liu, Xin Peng, Andrian Marcus, Christoph Treude, Xuefang Bai, Gang Lyu, Jiazhan Xie, Xiaoxin Zhang

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

2020

API method recommendation via explicit matching of functionality verb phrases.

Wenkai Xie, Xin Peng, Mingwei Liu, Christoph Treude, Zhenchang Xing, Xiaoxin Zhang, Wenyun Zhao

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Generating Concept based API Element Comparison Using a Knowledge Graph.

Yang Liu, Mingwei Liu, Xin Peng, Christoph Treude, Zhenchang Xing, Xiaoxin Zhang

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Learning based and Context Aware Non-Informative Comment Detection.

Mingwei Liu, Yanjun Yang, Xin Peng, Chong Wang, Chengyuan Zhao, Xin Wang, Shuangshuang Xing

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

Source Code based On-demand Class Documentation Generation.

Mingwei Liu, Xin Peng, Xiujie Meng, Huanjun Xu, Shuangshuang Xing, Xin Wang, Yang Liu, Gang Lv

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

2019

A learning-based approach for automatic construction of domain glossary from source code and documentation.

Chong Wang, Xin Peng, Mingwei Liu, Zhenchang Xing, Xuefang Bai, Bing Xie, Tuo Wang

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Generating query-specific class API summaries.

Mingwei Liu, Xin Peng, Andrian Marcus, Zhenchang Xing, Wenkai Xie, Shuangshuang Xing, Yang Liu

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

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

Automatic Generation of API Documentations for Open-Source Projects.

Xin Peng, Yifan Zhao, Mingwei Liu, Fengyi Zhang, Yang Liu, Xin Wang, Zhenchang Xing

Proceedings of the IEEE Third International Workshop on Dynamic Software Documentation, 2018

Improving API Caveats Accessibility by Mining API Caveats Knowledge Graph.

Hongwei Li, Sirui Li, Jiamou Sun, Zhenchang Xing, Xin Peng, Mingwei Liu, Xuejiao Zhao

Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018