Ensheng Shi

44 papers A* 7A 5Journal 28Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AlignCoder: Aligning Retrieval with Target Intent for Repository-Level Code Completion.
CoRR
Tianyue Jiang, Yanli Wang, Yanlin Wang, Daya Guo, Ensheng Shi, Yuchi Ma, Jiachi Chen, Zibin Zheng
2026 J jnl
DRAINCODE: Stealthy Energy Consumption Attacks on Retrieval-Augmented Code Generation via Context Poisoning.
CoRR
Yanlin Wang, Jiadong Wu, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Chong Wang, Ensheng Shi, Xilin Liu, Yuchi Ma, Zibin Zheng
2026 J jnl
ShortCoder: Knowledge-Augmented Syntax Optimization for Token-Efficient Code Generation.
CoRR
Sicong Liu, Yanxian Huang, Mingwei Liu, Jiachi Chen, Ensheng Shi, Yuchi Ma, Hongyu Zhang, Yin Zhang, Yanlin Wang
2025 J jnl
Agents in software engineering: survey, landscape, and vision.
Autom. Softw. Eng.
Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, Zibin Zheng
2025 A* conf
AlignCoder: Aligning Retrieval with Target Intent for Repository-Level Code Completion.
ASE
Tianyue Jiang, Yanlin Wang, Yanli Wang, Daya Guo, Ensheng Shi, Yuchi Ma, Jiachi Chen, Zibin Zheng
2025 J jnl
Context-aware code summarization with multi-relational graph neural network.
Autom. Softw. Eng.
Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Yan Wang, Daya Guo, Shi Han, Hongyu Zhang, Dongmei Zhang
2025 A* conf
DrainCode: Stealthy Energy Consumption Attacks on Retrieval-Augmented Code Generation via Context Poisoning.
ASE
Yanli Wang, Jiadong Wu, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Chong Wang, Ensheng Shi, Xilin Liu, Yuchi Ma, Zibin Zheng
2025 J jnl
EffiReasonTrans: RL-Optimized Reasoning for Code Translation.
CoRR
Yanlin Wang, Rongyi Ou, Yanli Wang, Mingwei Liu, Jiachi Chen, Ensheng Shi, Xilin Liu, Yuchi Ma, Zibin Zheng
2025 J jnl
From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence.
CoRR
Jian Yang, Xianglong Liu, Weifeng Lv, Ken Deng, Shawn Guo, Lin Jing, Yizhi Li, Shark Liu, Xianzhen Luo, Yuyu Luo, Changzai Pan, Ensheng Shi, Yingshui Tan, Renshuai Tao, Jiajun Wu, Xianjie Wu, Zhenhe Wu, Daoguang Zan, Chenchen Zhang, Wei Zhang, He Zhu, Terry Yue Zhuo, Kerui Cao, Xianfu Cheng, Jun Dong, Shengjie Fang, Zhiwei Fei, Xiangyuan Guan, Qipeng Guo, Zhiguang Han, Joseph James, Tianqi Luo, Renyuan Li, Yuhang Li, Yiming Liang, Congnan Liu, Jiaheng Liu, Qian Liu, Ruitong Liu, Tyler Loakman, Xiangxin Meng, Chuang Peng, Tianhao Peng, Jiajun Shi, Mingjie Tang, Boyang Wang, Haowen Wang, Yunli Wang, Fanglin Xu, Zihan Xu, Fei Yuan, Ge Zhang, Jiayi Zhang, Xinhao Zhang, Wangchunshu Zhou, Hualei Zhu, King Zhu, Bryan Dai, Aishan Liu, Zhoujun Li, Chenghua Lin, Tianyu Liu, Chao Peng, Kai Shen, Libo Qin, Shuangyong Song, Zizheng Zhan, Jiajun Zhang, Jie Zhang, Zhaoxiang Zhang, Bo Zheng
2025 A* conf
HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation.
ICSE
Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng
2025 J jnl
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.
Proc. ACM Softw. Eng.
Ziyao Zhang, Chong Wang, Yanlin Wang, Ensheng Shi, Yuchi Ma, Wanjun Zhong, Jiachi Chen, Mingzhi Mao, Zibin Zheng
2025 A* conf
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing.
ICSE
Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2025 J jnl
SimpleDevQA: Benchmarking Large Language Models on Development Knowledge QA.
CoRR
Jing Zhang, Lianghong Guo, Yanlin Wang, Mingwei Liu, Jiachi Chen, Yuchi Ma, Ensheng Shi, Terry Yue Zhuo, Hongyu Zhang, Zibin Zheng
2025 — conf
SoTaNa: An Open-Source Software Engineering Instruction-Tuned Model.
Forge@ICSE
Ensheng Shi, Yanlin Wang, Fengji Zhang, Bei Chen, Hongyu Zhang, Yanli Wang, Daya Guo, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2025 — conf
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing.
ACL (1)
Longhui Zhang, Jiahao Wang, Meishan Zhang, GaoXiong Cao, Ensheng Shi, Mayuchi Mayuchi, Jun Yu, Honghai Liu, Jing Li, Min Zhang
2025 J jnl
Towards an Understanding of Context Utilization in Code Intelligence.
CoRR
Yanlin Wang, Kefeng Duan, Dewu Zheng, Ensheng Shi, Fengji Zhang, Yanli Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Hongyu Zhang, Qianxiang Wang, Zibin Zheng
2025 J jnl
UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models.
CoRR
Jiajun Wu, Jian Yang, Wei Zhang, Lin Jing, Yuqing Ma, Ensheng Shi, Yuchi Ma, Zhoujun Li, Xianglong Liu
2024 J jnl
Agents in Software Engineering: Survey, Landscape, and Vision.
CoRR
Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, Zibin Zheng
2024 J jnl
How Well Do LLMs Generate Code for Different Application Domains? Benchmark and Evaluation.
CoRR
Dewu Zheng, Yanlin Wang, Ensheng Shi, Hongyu Zhang, Zibin Zheng
2024 — conf
RepoMinCoder: Improving Repository-Level Code Generation Based on Information Loss Screening.
Internetware
Yifan Li, Ensheng Shi, Dewu Zheng, Kefeng Duan, Jiachi Chen, Yanlin Wang
2024 J jnl
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing.
CoRR
Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2024 J jnl
Towards more realistic evaluation of LLM-based code generation: an experimental study and beyond.
CoRR
Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng
2024 A conf
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention.
ISSTA
Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
2024 J jnl
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention.
CoRR
Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
2024 J jnl
You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search.
CoRR
Yanlin Wang, Lianghong Guo, Ensheng Shi, Wenqing Chen, Jiachi Chen, Wanjun Zhong, Menghan Wang, Hui Li, Hongyu Zhang, Ziyu Lyu, Zibin Zheng
2023 J jnl
CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
Empir. Softw. Eng.
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A* conf
CoCoSoDa: Effective Contrastive Learning for Code Search.
ICSE
Ensheng Shi, Yanlin Wang, Wenchao Gu, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 J jnl
SoTaNa: The Open-Source Software Development Assistant.
CoRR
Ensheng Shi, Fengji Zhang, Yanlin Wang, Bei Chen, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A conf
Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond.
ISSTA
Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023 J jnl
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond.
CoRR
Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023 A conf
You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search.
ICSME
Yanlin Wang, Lianghong Guo, Ensheng Shi, Wenqing Chen, Jiachi Chen, Wanjun Zhong, Menghan Wang, Hui Li, Hongyu Zhang, Ziyu Lyu, Zibin Zheng
2022 J jnl
A large-scale empirical study of commit message generation: models, datasets and evaluation.
Empir. Softw. Eng.
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2022 J jnl
ECMG: Exemplar-based Commit Message Generation.
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022 J jnl
Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation.
CoRR
Ensheng Shi, Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022 A* conf
On the Evaluation of Neural Code Summarization.
ICSE
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2022 A* conf
RACE: Retrieval-augmented Commit Message Generation.
EMNLP
Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021 — conf
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
EMNLP (1)
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021 J jnl
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021 J jnl
CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network.
CoRR
Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Shi Han, Hongyu Zhang, Dongmei Zhang
2021 A conf
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search.
CIKM
Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang
2021 J jnl
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search.
CoRR
Lun Du, Xiaozhou Shi, Yanlin Wang, Ensheng Shi, Shi Han, Dongmei Zhang
2021 J jnl
Neural Code Summarization: How Far Are We?
CoRR
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2021 A conf
On the Evaluation of Commit Message Generation Models: An Experimental Study.
ICSME
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2021 J jnl
On the Evaluation of Commit Message Generation Models: An Experimental Study.
CoRR
Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang