Xin Peng

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 152

Top Venues

Publications

Zhenhao Zhou, Chaofeng Sha, Xin Peng
On Calibration of Pre-trained Code Models. ICSE (2024)
Qi Guo, Junming Cao, Xiaofei Xie, Shangqing Liu, Xiaohong Li, Bihuan Chen, Xin Peng
Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study. ICSE (2024)
Daihong Zhou, Yijian Wu, Xin Peng, Jiyue Zhang, Ziliang Li
Revealing code change propagation channels by evolution history mining. J. Syst. Softw. 208 (2024)
Qing Huang, Zishuai Li, Zhenchang Xing, Zhengkang Zuo, Xin Peng, Xiwei Xu, Qinghua Lu
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue. IEEE Trans. Software Eng. 50 (2) (2024)
Chong Wang, Kaifeng Huang, Jian Zhang, Yebo Feng, Lyuye Zhang, Yang Liu, Xin Peng
How and Why LLMs Use Deprecated APIs in Code Completion? An Empirical Study. CoRR (2024)
Xueying Du, Geng Zheng, Kaixin Wang, Jiayi Feng, Wentai Deng, Mingwei Liu, Bihuan Chen, Xin Peng, Tao Ma, Yiling Lou
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG. CoRR (2024)
Chenxi Zhang, Zhen Dong, Xin Peng, Bicheng Zhang, Miao Chen
Trace-based Multi-Dimensional Root Cause Localization of Performance Issues in Microservice Systems. ICSE (2024)
Dongfang Xie, Bihuan Chen, Kaifeng Huang, Yu Wang, Linghao Pan, Zhicheng Chen, Xin Peng
Enhancing Field Tracking and Interprocedural Analysis to Find More Null Pointer Exceptions. SANER (2024)
Yufei Zhao, Dingji Wang, Bihuan Chen, Ziqian Chen, Xin Peng
A general approach to enhance the survivability of backdoor attacks by decision path coupling. CoRR (2024)
Zhiqiang Yuan, Mingwei Liu, Shiji Ding, Kaixin Wang, Yixuan Chen, Xin Peng, Yiling Lou
Evaluating and Improving ChatGPT for Unit Test Generation. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Junwei Liu, Yixuan Chen, Mingwei Liu, Xin Peng, Yiling Lou
STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis. CoRR (2024)
Chong Wang, Jian Zhang, Yiling Lou, Mingwei Liu, Weisong Sun, Yang Liu, Xin Peng
TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference. CoRR (2024)
Susheng Wu, Wenyan Song, Kaifeng Huang, Bihuan Chen, Xin Peng
Identifying Affected Libraries and Their Ecosystems for Open Source Software Vulnerabilities. ICSE (2024)
Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou
Evaluating Large Language Models in Class-Level Code Generation. ICSE (2024)
Qing Huang, Zhiqiang Yuan, Zhenchang Xing, Xin Peng, Xiwei Xu, Qinghua Lu
FQN Inference in Partial Code by Prompt-tuned Language Model of Code. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Ping Yu, Yijian Wu, Xin Peng, Jiahan Peng, Jian Zhang, Peicheng Xie, Wenyun Zhao
ViolationTracker: Building Precise Histories for Static Analysis Violations. ICSE (2023)
Kaifeng Huang, Bihuan Chen, Susheng Wu, Junming Cao, Lei Ma, Xin Peng
Demystifying Dependency Bugs in Deep Learning Stack. ESEC/SIGSOFT FSE (2023)
Yiru Chen, Chenxi Zhang, Zhen Dong, Dingyu Yang, Xin Peng, Jiayu Ou, Hong Yang, Zheshun Wu, Xiaojun Qu, Wei Li
Dynamic Graph Neural Networks-Based Alert Link Prediction for Online Service Systems. ASE (2023)
Bihuan Chen, Yang Liu, Xin Peng, Yijian Wu, Shengchao Qin
Baton: symphony of random testing and concolic testing through machine learning and taint analysis. Sci. China Inf. Sci. 66 (3) (2023)
Junming Cao, Bihuan Chen, Longjie Hu, Jie Gao, Kaifeng Huang, Xuezhi Song, Xin Peng
Characterizing the Complexity and Its Impact on Testing in ML-Enabled Systems : A Case Sutdy on Rasa. ICSME (2023)
Chong Wang, Xin Peng, Zhenchang Xing, Xiujie Meng
Beyond Literal Meaning: Uncover and Explain Implicit Knowledge in Code Through Wikipedia-Based Concept Linking. IEEE Trans. Software Eng. 49 (5) (2023)
Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation. CoRR (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. NeurIPS (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. CoRR (2023)
Feijia He, Liwei Shen, Xin Peng
Resource Choreography in Cyber-Physical-Social Systems: Representation, Modeling and Execution. IEEE Trans. Serv. Comput. 16 (1) (2023)
Zhiqiang Yuan, Yiling Lou, Mingwei Liu, Shiji Ding, Kaixin Wang, Yixuan Chen, Xin Peng
No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation. CoRR (2023)
Kaifeng Huang, Yingfeng Xia, Bihuan Chen, Zhuotong Zhou, Jin Guo, Xin Peng
Detecting and Fixing Violations of Modification Terms in Open Source Licenses during Forking. CoRR (2023)
Tong Zhou, Chenxi Zhang, Xin Peng, Zhenghui Yan, Pairui Li, Jianming Liang, Haibing Zheng, Wujie Zheng, Yuetang Deng
TraceStream: Anomalous Service Localization based on Trace Stream Clustering with Online Feedback. ISSRE (2023)
Xuezhi Song, Yijian Wu, Junming Cao, Bihuan Chen, Yun Lin, Zhengjie Lu, Dingji Wang, Xin Peng
BugMiner: Automating Precise Bug Dataset Construction by Code Evolution History Mining. ASE (2023)
Xin Peng
Software development in the age of intelligence: embracing large language models with the right approach. Frontiers Inf. Technol. Electron. Eng. 24 (11) (2023)
Junan Zhang, Kaifeng Huang, Bihuan Chen, Chong Wang, Zhenhao Tian, Xin Peng
Malicious Package Detection in NPM and PyPI using a Single Model of Malicious Behavior Sequence. CoRR (2023)
Junming Cao, Bihuan Chen, Longjie Hu, Jie Gao, Kaifeng Huang, Xin Peng
Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems. CoRR (2023)
Jiaxing Liu, Chaofeng Sha, Xin Peng
Improving Fine-tuning Pre-trained Models on Small Source Code Datasets via Variational Information Bottleneck. SANER (2023)
Chong Wang, Jianan Liu, Xin Peng, Yang Liu, Yiling Lou
Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference. CoRR (2023)
Mingwei Liu, Yanjun Yang, Yiling Lou, Xin Peng, Zhong Zhou, Xueying Du, Tianyong Yang
Recommending Analogical APIs via Knowledge Graph Embedding. ESEC/SIGSOFT FSE (2023)
Bingkun Sun, Liwei Shen, Xin Peng, Ziming Wang
SCTAP: Supporting Scenario-Centric Trigger-Action Programming based on Software-Defined Physical Environments. WWW (2023)
Qing Huang, Zishuai Li, Zhenchang Xing, Zhengkang Zuo, Xin Peng, Xiwei Xu, Qinghua Lu
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue. CoRR (2023)
Yixuan Yan, Kaifeng Huang, Bihuan Chen, Zixin Tao, Xin Peng
Scalable Demand-Driven Call Graph Generation for Python. CoRR (2023)
Chong Wang, Xin Peng, Zhenchang Xing, Yue Zhang, Mingwei Liu, Rong Luo, Xiujie Meng
XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Fengyi Zhang, Bihuan Chen, Yufei Zhao, Xin Peng
Slice-Based Code Change Representation Learning. SANER (2023)
Mingwei Liu, Tianyong Yang, Yiling Lou, Xueying Du, Ying Wang, Xin Peng
CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation. ASE (2023)
Mingwei Liu, Simin Yu, Xin Peng, Xueying Du, Tianyong Yang, Huanjun Xu, Gaoyang Zhang
Knowledge Graph based Explainable Question Retrieval for Programming Tasks. ICSME (2023)
Xueying Du, Mingwei Liu, Juntao Li, Hanlin Wang, Xin Peng, Yiling Lou
Resolving Crash Bugs via Large Language Models: An Empirical Study. CoRR (2023)
Shenglin Bao, Chaofeng Sha, Bihuan Chen, Xin Peng, Wenyun Zhao
In Defense of Simple Techniques for Neural Network Test Case Selection. ISSTA (2023)
Chong Wang, Yiling Lou, Xin Peng, Jianan Liu, Baihan Zou
Mining Resource-Operation Knowledge to Support Resource Leak Detection. ESEC/SIGSOFT FSE (2023)
Mingwei Liu, Yanjun Yang, Yiling Lou, Xin Peng, Zhong Zhou, Xueying Du, Tianyong Yang
Recommending Analogical APIs via Knowledge Graph Embedding. CoRR (2023)
Jiaxing Liu, Chaofeng Sha, Xin Peng
An Empirical Study of Parameter-Efficient Fine-Tuning Methods for Pre-Trained Code Models. ASE (2023)
Chong Wang, Yiling Lou, Junwei Liu, Xin Peng
Generating Variable Explanations via Zero-shot Prompt Learning. ASE (2023)
Mingwei Liu, Chengyuan Zhao, Xin Peng, Simin Yu, Haofen Wang, Chaofeng Sha
Task-Oriented ML/DL Library Recommendation Based on a Knowledge Graph. IEEE Trans. Software Eng. 49 (8) (2023)
Bingkun Sun, Liwei Shen, Jialin Ren, Zhen Dong, Xin Peng
EnvGuard : Guaranteeing Environment-Centric Properties in Web of Things. CoRR (2023)
Xueying Du, Yiling Lou, Mingwei Liu, Xin Peng, Tianyong Yang
KG4CraSolver: Recommending Crash Solutions via Knowledge Graph. ESEC/SIGSOFT FSE (2023)
Zhiqiang Yuan, Junwei Liu, Qiancheng Zi, Mingwei Liu, Xin Peng, Yiling Lou
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation. CoRR (2023)
Yi Liu, Yadong Yan, Chaofeng Sha, Xin Peng, Bihuan Chen, Chong Wang
DeepAnna: Deep Learning based Java Annotation Recommendation and Misuse Detection. SANER (2022)
Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng
iFixDataloss: a tool for detecting and fixing data loss issues in Android apps. ISSTA (2022)
Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng
Detecting and fixing data loss issues in Android apps. ISSTA (2022)
Chengwei Liu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu, Xin Peng
Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem. ICSE (2022)
Xuezhi Song, Yun Lin, Yijian Wu, Yifan Zhang, Siang Hwee Ng, Xin Peng, Jin Song Dong, Hong Mei
RegMiner: mining replicable regression dataset from code repositories. ESEC/SIGSOFT FSE (2022)
Chen Zhang, Bihuan Chen, Junhao Hu, Xin Peng, Wenyun Zhao
BuildSonic: Detecting and Repairing Performance-Related Configuration Smells for Continuous Integration Builds. ASE (2022)
Chen Zhang, Bihuan Chen, Xin Peng, Wenyun Zhao
Buildsheriff: Change-Aware Test Failure Triage for Continuous Integration Builds. ICSE (2022)
Junming Cao, Bihuan Chen, Chao Sun, Longjie Hu, Shuaihong Wu, Xin Peng
Understanding performance problems in deep learning systems. ESEC/SIGSOFT FSE (2022)
Congying Xu, Bihuan Chen, Chenhao Lu, Kaifeng Huang, Xin Peng, Yang Liu
Tracking patches for open source software vulnerabilities. ESEC/SIGSOFT FSE (2022)
Xin Peng, Chenxi Zhang, Zhongyuan Zhao, Akasaka Isami, Xiaofeng Guo, Yunna Cui
Trace analysis based microservice architecture measurement. ESEC/SIGSOFT FSE (2022)
Chenxi Zhang, Xin Peng, Tong Zhou, Chaofeng Sha, Zhenghui Yan, Yiru Chen, Hong Yang
TraceCRL: contrastive representation learning for microservice trace analysis. ESEC/SIGSOFT FSE (2022)
Rongfan Li, Bihuan Chen, Fengyi Zhang, Chao Sun, Xin Peng
Detecting Runtime Exceptions by Deep Code Representation Learning with Attention-Based Graph Neural Networks. SANER (2022)
Kaifeng Huang, Bihuan Chen, Susheng Wu, Junmin Cao, Lei Ma, Xin Peng
Demystifying Dependency Bugs in Deep Learning Stack. CoRR (2022)
Mingwei Liu, Xin Peng, Andrian Marcus, Shuangshuang Xing, Christoph Treude, Chengyuan Zhao
API-Related Developer Information Needs in Stack Overflow. IEEE Trans. Software Eng. 48 (11) (2022)
Chi Chen, Xin Peng, Zhenchang Xing, Jun Sun, Xin Wang, Yifan Zhao, Wenyun Zhao
Holistic Combination of Structural and Textual Code Information for Context Based API Recommendation. IEEE Trans. Software Eng. 48 (8) (2022)
Bin Hu, Yijian Wu, Xin Peng, Chaofeng Sha, Xiaochen Wang, Baiqiang Fu, Wenyun Zhao
Predicting change propagation between code clone instances by graph-based deep learning. ICPC (2022)
Xuezhi Song, Yun Lin, Siang Hwee Ng, Yijian Wu, Xin Peng, Jin Song Dong, Hong Mei
RegMiner: towards constructing a large regression dataset from code evolution history. ISSTA (2022)
Chi Chen, Xin Peng, Bihuan Chen, Jun Sun, Zhenchang Xing, Xin Wang, Wenyun Zhao
"More Than Deep Learning": post-processing for API sequence recommendation. Empir. Softw. Eng. 27 (1) (2022)
Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chao Ji, Wenhai Li, Dan Ding
Delta Debugging Microservice Systems with Parallel Optimization. IEEE Trans. Serv. Comput. 15 (1) (2022)
Mingwei Liu, Xin Peng, Andrian Marcus, Christoph Treude, Jiazhan Xie, Huanjun Xu, Yanjun Yang
How to formulate specific how-to questions in software development? ESEC/SIGSOFT FSE (2022)
Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin, Dongmei Zhang
DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning. ICSE (2022)
Kaifeng Huang, Bihuan Chen, Congying Xu, Ying Wang, Bowen Shi, Xin Peng, Yijian Wu, Yang Liu
Characterizing usages, updates and risks of third-party libraries in Java projects. Empir. Softw. Eng. 27 (4) (2022)
Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng
Detecting and Fixing Data Loss Issues in Android Apps. CoRR (2022)
Ke Zhang, Chenxi Zhang, Xin Peng, Chaofeng Sha
PUTraceAD: Trace Anomaly Detection with Partial Labels based on GNN and PU Learning. ISSRE (2022)
Bowen Li, Xin Peng, Qilin Xiang, Hanzhang Wang, Tao Xie, Jun Sun, Xuanzhe Liu
Enjoy your observability: an industrial survey of microservice tracing and analysis. Empir. Softw. Eng. 27 (1) (2022)
Mingwei Liu, Xin Peng, Andrian Marcus, Christoph Treude, Xuefang Bai, Gang Lyu, Jiazhan Xie, Xiaoxin Zhang
Learning-based extraction of first-order logic representations of API directives. ESEC/SIGSOFT FSE (2021)
Bin Hu, Yijian Wu, Xin Peng, Jun Sun, Nanjie Zhan, Jun Wu
Assessing Code Clone Harmfulness: Indicators, Factors, and Counter Measures. SANER (2021)
Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chao Ji, Wenhai Li, Dan Ding
Fault Analysis and Debugging of Microservice Systems: Industrial Survey, Benchmark System, and Empirical Study. IEEE Trans. Software Eng. 47 (2) (2021)
Dewei Liu, Chuan He, Xin Peng, Fan Lin, Chenxi Zhang, Shengfang Gong, Ziang Li, Jiayu Ou, Zheshun Wu
MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems. ICSE (SEIP) (2021)
Dewei Liu, Chuan He, Xin Peng, Fan Lin, Chenxi Zhang, Shengfang Gong, Ziang Li, Jiayu Ou, Zheshun Wu
MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems. CoRR (2021)
Fengyi Zhang, Bihuan Chen, Rongfan Li, Xin Peng
A hybrid code representation learning approach for predicting method names. J. Syst. Softw. 180 (2021)
Kaifeng Huang, Bihuan Chen, Linghao Pan, Shuai Wu, Xin Peng
REPFINDER: Finding Replacements for Missing APIs in Library Update. ASE (2021)
Xin Wang, Xin Peng, Jun Sun, Yifan Zhao, Chi Chen, Jinkai Fan
A Topic Guided Pointer-Generator Model for Generating Natural Language Code Summaries. CoRR (2021)
Wenjian Liu, Bihuan Chen, Xin Peng, Qinghao Sun, Wenyun Zhao
Identifying change patterns of API misuses from code changes. Sci. China Inf. Sci. 64 (3) (2021)
Qilin Xiang, Xin Peng, Chuan He, Hanzhang Wang, Tao Xie, Dewei Liu, Gang Zhang, Yuanfang Cai
No Free Lunch: Microservice Practices Reconsidered in Industry. CoRR (2021)
Xuezhi Song, Yun Lin, Siang Hwee Ng, Ping Yu, Xin Peng, Jin Song Dong
Constructing Regression Dataset from Code Evolution History. CoRR (2021)
Congying Xu, Bihuan Chen, Chenhao Lu, Kaifeng Huang, Xin Peng, Yang Liu
TRACER: Finding Patches for Open Source Software Vulnerabilities. CoRR (2021)
Zhenpeng Chen, Yanbin Cao, Huihan Yao, Xuan Lu, Xin Peng, Hong Mei, Xuanzhe Liu
Emoji-powered Sentiment and Emotion Detection from Software Developers' Communication Data. ACM Trans. Softw. Eng. Methodol. 30 (2) (2021)
Jiamou Sun, Zhenchang Xing, Xin Peng, Xiwei Xu, Liming Zhu
Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph. ICSME (2021)
Apostolos Ampatzoglou, Xin Peng
Special Issue on Software and Systems Reuse in the Big Data Era. J. Syst. Softw. 176 (2021)
Wenkai Xie, Xin Peng, Mingwei Liu, Christoph Treude, Zhenchang Xing, Xiaoxin Zhang, Wenyun Zhao
API method recommendation via explicit matching of functionality verb phrases. ESEC/SIGSOFT FSE (2020)
Kaifeng Huang, Bihuan Chen, Bowen Shi, Ying Wang, Congying Xu, Xin Peng
Interactive, effort-aware library version harmonization. ESEC/SIGSOFT FSE (2020)
Xin Peng
Helping Developers Analyze and Debug Industrial Microservice Systems. Computer 53 (2) (2020)
Jiamou Sun, Zhenchang Xing, Xin Peng, Xiwei Xu, Liming Zhu
Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph. CoRR (2020)
Chi Chen, Xin Peng, Zhenchang Xing, Jun Sun, Xin Wang, Yifan Zhao, Wenyun Zhao
Holistic Combination of Structural and Textual Code Information for Context based API Recommendation. CoRR (2020)
Kaifeng Huang, Bihuan Chen, Bowen Shi, Ying Wang, Congying Xu, Xin Peng
Interactive, Effort-Aware Library Version Harmonization. CoRR (2020)
Bihuan Chen, Linlin Chen, Chen Zhang, Xin Peng
BUILDFAST: History-Aware Build Outcome Prediction for Fast Feedback and Reduced Cost in Continuous Integration. ASE (2020)
Wunan Guo, Liwei Shen, Ting Su, Xin Peng, Weiyang Xie
Improving Automated GUI Exploration of Android Apps via Static Dependency Analysis. ICSME (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xin Peng