Improving API Caveats Accessibility by Mining API Caveats Knowledge Graph. - Hongwei Li 017; Sirui Li; Jiamou Sun; Zhenchang Xing; Xin Peng 001; Mingwei Liu 002; Xuejiao Zhao (ICSME, 2018)

Automatic Generation of API Documentations for Open-Source Projects. - Xin Peng 001; Yifan Zhao 008; Mingwei Liu 002; Fengyi Zhang; Yang Liu 003; Xin Wang; Zhenchang Xing (DySDoc@ICSME, 2018)

Searching StackOverflow Questions with Multi-Faceted Categorization. - Mingwei Liu 002; Xin Peng 001; Qingtao Jiang; Andrian Marcus; Junwen Yang; Wenyun Zhao (Internetware, 2018)

Generating query-specific class API summaries. - Mingwei Liu 002; Xin Peng 001; Andrian Marcus; Zhenchang Xing; Wenkai Xie; Shuangshuang Xing; Yang Liu 003 (ESEC/SIGSOFT FSE, 2019)

A learning-based approach for automatic construction of domain glossary from source code and documentation. - Chong Wang 013; Xin Peng 001; Mingwei Liu 002; Zhenchang Xing; Xuefang Bai; Bing Xie; Tuo Wang (ESEC/SIGSOFT FSE, 2019)

Source Code based On-demand Class Documentation Generation. - Mingwei Liu 002; Xin Peng 001; Xiujie Meng; Huanjun Xu; Shuangshuang Xing; Xin Wang; Yang Liu 003; Gang Lv (ICSME, 2020)

Learning based and Context Aware Non-Informative Comment Detection. - Mingwei Liu 002; Yanjun Yang; Xin Peng 001; Chong Wang 013; Chengyuan Zhao; Xin Wang; Shuangshuang Xing (ICSME, 2020)

Generating Concept based API Element Comparison Using a Knowledge Graph. - Yang Liu 003; Mingwei Liu 002; Xin Peng 001; Christoph Treude; Zhenchang Xing; Xiaoxin Zhang (ASE, 2020)

API method recommendation via explicit matching of functionality verb phrases. - Wenkai Xie; Xin Peng 001; Mingwei Liu 002; Christoph Treude; Zhenchang Xing; Xiaoxin Zhang; Wenyun Zhao (ESEC/SIGSOFT FSE, 2020)

Learning-based extraction of first-order logic representations of API directives. - Mingwei Liu 002; Xin Peng 001; Andrian Marcus; Christoph Treude; Xuefang Bai; Gang Lyu; Jiazhan Xie; Xiaoxin Zhang (ESEC/SIGSOFT FSE, 2021)

How to formulate specific how-to questions in software development? - Mingwei Liu 002; Xin Peng 001; Andrian Marcus; Christoph Treude; Jiazhan Xie; Huanjun Xu; Yanjun Yang (ESEC/SIGSOFT FSE, 2022)

API-Related Developer Information Needs in Stack Overflow. - Mingwei Liu 002; Xin Peng 001; Andrian Marcus; Shuangshuang Xing; Christoph Treude; Chengyuan Zhao (IEEE Trans. Software Eng., 2022)

Knowledge Graph based Explainable Question Retrieval for Programming Tasks. - Mingwei Liu 002; Simin Yu; Xin Peng 001; Xueying Du; Tianyong Yang; Huanjun Xu; Gaoyang Zhang (ICSME, 2023)

CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation. - Mingwei Liu 002; Tianyong Yang; Yiling Lou; Xueying Du; Ying Wang; Xin Peng 001 (ASE, 2023)

Recommending Analogical APIs via Knowledge Graph Embedding. - Mingwei Liu 002; Yanjun Yang; Yiling Lou; Xin Peng 001; Zhong Zhou; Xueying Du; Tianyong Yang (ESEC/SIGSOFT FSE, 2023)

KG4CraSolver: Recommending Crash Solutions via Knowledge Graph. - Xueying Du; Yiling Lou; Mingwei Liu 002; Xin Peng 001; Tianyong Yang (ESEC/SIGSOFT FSE, 2023)

No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation. - Zhiqiang Yuan; Yiling Lou; Mingwei Liu 002; Shiji Ding; Kaixin Wang; Yixuan Chen 012; Xin Peng 001 (CoRR, 2023)

Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation. - Zhiqiang Yuan; Junwei Liu; Qiancheng Zi; Mingwei Liu 002; Xin Peng 001; Yiling Lou (CoRR, 2023)

ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation. - Xueying Du; Mingwei Liu 002; Kaixin Wang; Hanlin Wang; Junwei Liu; Yixuan Chen 012; Jiayi Feng; Chaofeng Sha; Xin Peng 001; Yiling Lou (CoRR, 2023)

Resolving Crash Bugs via Large Language Models: An Empirical Study. - Xueying Du; Mingwei Liu 002; Juntao Li; Hanlin Wang; Xin Peng 001; Yiling Lou (CoRR, 2023)

Task-Oriented ML/DL Library Recommendation Based on a Knowledge Graph. - Mingwei Liu 002; Chengyuan Zhao; Xin Peng 001; Simin Yu; Haofen Wang; Chaofeng Sha (IEEE Trans. Software Eng., 2023)

XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph. - Chong Wang 013; Xin Peng 001; Zhenchang Xing; Yue Zhang; Mingwei Liu 002; Rong Luo; Xiujie Meng (ACM Trans. Softw. Eng. Methodol., 2023)

Evaluating Large Language Models in Class-Level Code Generation. - Xueying Du; Mingwei Liu 002; Kaixin Wang; Hanlin Wang; Junwei Liu; Yixuan Chen 012; Jiayi Feng; Chaofeng Sha; Xin Peng 001; Yiling Lou (ICSE, 2024)

STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis. - Junwei Liu; Yixuan Chen 012; Mingwei Liu 002; Xin Peng 001; Yiling Lou (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 002; Bihuan Chen 001; Xin Peng 001; Tao Ma; Yiling Lou (CoRR, 2024)

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models. - Yanlin Wang 001; Tianyue Jiang; Mingwei Liu 002; Jiachi Chen; Zibin Zheng (CoRR, 2024)

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? - Yuxuan Chen; Guangsheng Ou; Mingwei Liu 002; Yanlin Wang 001; Zibin Zheng (CoRR, 2024)

Repository-level Code Translation Benchmark Targeting Rust. - Guangsheng Ou; Mingwei Liu 002; Yuxuan Chen; Xin Peng 001; Zibin Zheng (CoRR, 2024)

Evaluating and Improving ChatGPT for Unit Test Generation. - Zhiqiang Yuan; Mingwei Liu 002; Shiji Ding; Kaixin Wang; Yixuan Chen 012; Xin Peng 001; Yiling Lou (Proc. ACM Softw. Eng., 2024)

TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference. - Chong Wang 013; Jian Zhang 087; Yiling Lou; Mingwei Liu 002; Weisong Sun; Yang Liu 003; Xin Peng 001 (ICSE, 2025)

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models. - Yanlin Wang 001; Tianyue Jiang; Mingwei Liu 002; Jiachi Chen; Mingzhi Mao; Xilin Liu; Yuchi Ma; Zibin Zheng (Proc. ACM Softw. Eng., 2025)

How Should I Build A Benchmark? Revisiting Code-Related Benchmarks For LLMs. - Jialun Cao; Yuk-Kit Chan; Zixuan Ling; Wenxuan Wang 001; Shuqing Li 001; Mingwei Liu 002; Ruixi Qiao; Yuting Han; Chaozheng Wang; Boxi Yu; Pinjia He; Shuai Wang 011; et al. (CoRR, 2025)

Code Digital Twin: Empowering LLMs with Tacit Knowledge for Complex Software Maintenance. - Xin Peng 001; Chong Wang 013; Mingwei Liu 002; Yiling Lou; Yijian Wu (CoRR, 2025)

RustEvo2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation. - Linxi Liang; Jing Gong; Mingwei Liu 002; Chong Wang 013; Guangsheng Ou; Yanlin Wang 001; Xin Peng 001; Zibin Zheng (CoRR, 2025)

Enhancing LLM-based Code Translation in Repository Context via Triple Knowledge-Augmented. - Guangsheng Ou; Mingwei Liu 002; Yuxuan Chen; Xueying Du; Shengbo Wang; Zekai Zhang; Xin Peng 001; Zibin Zheng (CoRR, 2025)

Enhancing the Robustness of LLM-Generated Code: Empirical Study and Framework. - Zike Li; Mingwei Liu 002; Anji Li; Kaifeng He; Yanlin Wang 001; Xin Peng 001; Zibin Zheng (CoRR, 2025)

What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond. - Wenchao Gu; Juntao Chen; Yanlin Wang 001; Tianyue Jiang; Xingzhe Li; Mingwei Liu 002; Xilin Liu; Yuchi Ma; Zibin Zheng (CoRR, 2025)

FeedbackEval: A Benchmark for Evaluating Large Language Models in Feedback-Driven Code Repair Tasks. - Dekun Dai; Mingwei Liu 002; Anji Li; Jialun Cao; Yanlin Wang 001; Chong Wang 013; Xin Peng 001; Zibin Zheng (CoRR, 2025)

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation. - Mingwei Liu 002; Juntao Li; Ying Wang; Xueying Du; Zuoyu Ou; Qiuyuan Chen; Bingxu An; Zhao Wei; Yong Xu; Fangming Zou; Xin Peng 001; Yiling Lou (CoRR, 2025)

Towards Better Code Generation: Adaptive Decoding with Uncertainty Guidance. - Kaifeng He; Mingwei Liu 002; Chong Wang 013; Zike Li; Yanlin Wang 001; Xin Peng 001; Zibin Zheng (CoRR, 2025)

A Hierarchical and Evolvable Benchmark for Fine-Grained Code Instruction Following with Multi-Turn Feedback. - Guoliang Duan; Mingwei Liu 002; Yanlin Wang 001; Chong Wang 013; Xin Peng 001; Zibin Zheng (CoRR, 2025)

EvolMathEval: Towards Evolvable Benchmarks for Mathematical Reasoning via Evolutionary Testing. - Shengbo Wang; Mingwei Liu 002; Zike Li; Anji Li; Yanlin Wang 001; Xin Peng 001; Zibin Zheng (CoRR, 2025)