TranS^3: A Transformer-based Framework for Unifying Code Summarization and Code Search. - Wenhua Wang; Yuqun Zhang; Zhengran Zeng; Guandong Xu (CoRR, 2020)

Deep just-in-time defect prediction: how far are we? - Zhengran Zeng; Yuqun Zhang; Haotian Zhang; Lingming Zhang 001 (ISSTA, 2021)

An extensive study on pre-trained models for program understanding and generation. - Zhengran Zeng; Hanzhuo Tan; Haotian Zhang; Jing Li 049; Yuqun Zhang; Lingming Zhang 001 (ISSTA, 2022)

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems. - Zhengran Zeng; Yuqun Zhang; Yong Xu 010; Minghua Ma; Bo Qiao 001; Wentao Zou; Qingjun Chen; Meng Zhang 025; Xu Zhang 024; Hongyu Zhang 002; Xuedong Gao; Hao Fan; et al. (ICSE-SEIP, 2023)

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization. - Yidong Wang; Zhuohao Yu 001; Zhengran Zeng; Linyi Yang; Cunxiang Wang; Hao Chen 102; Chaoya Jiang; Rui Xie 003; Jindong Wang 001; Xing Xie 001; Wei Ye 004; Shikun Zhang; et al. (CoRR, 2023)

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization. - Yidong Wang; Zhuohao Yu 001; Wenjin Yao; Zhengran Zeng; Linyi Yang; Cunxiang Wang; Hao Chen 102; Chaoya Jiang; Rui Xie 003; Jindong Wang 001; Xing Xie 001; Wei Ye 004; et al. (ICLR, 2024)

CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios. - Zhengran Zeng; Yidong Wang; Rui Xie 003; Wei Ye 004; Shikun Zhang (ISSTA, 2024)

CodeShell Technical Report. - Rui Xie 003; Zhengran Zeng; Zhuohao Yu 001; Chang Gao; Shikun Zhang; Wei Ye 004 (CoRR, 2024)

FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models. - Zhuohao Yu 001; Chang Gao; Wenjin Yao; Yidong Wang; Zhengran Zeng; Wei Ye 004; Jindong Wang 001; Yue Zhang 004; Shikun Zhang (CoRR, 2024)

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation. - Xuanwang Zhang; Yunze Song; Yidong Wang; Shuyun Tang; Xinfeng Li; Zhengran Zeng; Zhen Wu 002; Wei Ye 004; Wenyuan Xu 001; Yue Zhang 004; Xinyu Dai; Shikun Zhang; et al. (CoRR, 2024)

A Survey on Evaluating Large Language Models in Code Generation Tasks. - Liguo Chen; Qi Guo; Hongrui Jia; Zhengran Zeng; Xin Wang; Yijiang Xu; Jian Wu; Yidong Wang; Qing Gao; Jindong Wang 001; Wei Ye 004; Shikun Zhang (CoRR, 2024)

ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation. - Yijiang Xu; Hongrui Jia; Liguo Chen; Xin Wang; Zhengran Zeng; Yidong Wang; Qing Gao; Jindong Wang 001; Wei Ye 004; Shikun Zhang; Zhonghai Wu (CoRR, 2024)

Outcome-Refining Process Supervision for Code Generation. - Zhuohao Yu 001; Weizheng Gu; Yidong Wang; Zhengran Zeng; Jindong Wang 001; Wei Ye 004; Shikun Zhang (CoRR, 2024)

Seed&Steer: Guiding Large Language Models with Compilable Prefix and Branch Signals for Unit Test Generation. - Shuaiyu Zhou; Zhengran Zeng; Xiaoling Zhou; Rui Xie 003; Shikun Zhang; Wei Ye 004 (CoRR, 2025)