2026

(6 publications)
J21
Journal
Improving Gas Efficiency in Smart Contracts: Data-Driven Insights and LLM-Assisted Remediation
Yijie Ruan, Zhipeng Gao, Jiachi Chen, Lingfeng Bao, Xiaohu Yang
Transactions on Software Engineering (TSE) Accepted
📋 Cite
J20
Journal
Fortifying the Seams Between C/C++ and Rust: Characterizing Bugs in Interop Tools
Xuemeng Cai, Jiakun Liu, Cunyang Liu, Lingfeng Bao, Yijun Yu, Lingxiao Jiang
ACM Transactions on Software Engineering and Methodology (TOSEM) Accepted
📋 Cite
J19
Journal
Delving into History: Retrieve Less but Augment More on Commit Message Generation
Peng Lan, Jiakun Liu, Xinyu Zhong, Ning Gui, Lingfeng Bao, David Lo, Zhifang Liao
ACM Transactions on Software Engineering and Methodology (TOSEM) Accepted
📋 Cite
C55
Conference
Lost in Blockchain Address Misuse: Hidden Cross-Platform Risks and Their Security Impact
Zhenzhe Shao, Jiashuo Zhang, Zihao Li, Daoyuan Wu, and Chong Chen, Yiming Shen, Lingfeng Bao, Yanlin Wang, Jiachi Chen
The 35th USENIX Security Symposium Accepted
📄 PDF 📋 Cite
C54
Conference
Can LLMs Keep Up with Library Changes? An Exploratory Study on LLM-Generated Code
Xiangrong Lin, Jiakun Liu, Lingfeng Bao
The 33rd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2026) Accepted as a Research Full Paper
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J18
Journal
RLV: LLM-Based Vulnerability Detection by Retrieving and Refining Contextual Information
Fangcheng Qiu, Zhongxin Liu, Bingde Hu, Zhengong Cai, Lingfeng Bao, Xinyu Wang
Journal of Systems and Software Accepted
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2025

(9 publications)
J17
Journal
Enhancing Domain-Specific Code Completion via Collaborative Inference with Large and Small Language Models
Jingrong Yu, Zhipeng Gao, Lingfeng Bao, Zhongxin Liu
ACM Transactions on Software Engineering and Methodology (TOSEM) Accepted
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C53
Conference
ACTaint: Agent-Based Taint Analysis for Access Control Vulnerabilities in Smart Contracts
Huarui Lin, Zhipeng Gao, Jiachi Chen, Xiang Chen, Xiaohu Yang, Lingfeng Bao
the 40th ACM/IEEE International Conference on Automated Software Engineering (ASE 2025) Accepted as a Research Full Paper
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C52
Conference
SolContractEval: A Benchmark for Evaluating Contract-level Solidity Code Generation
Zhifan Ye, Jiachi Chen, Zhenzhe Shao, Lingfeng Bao, Xiaohu Yang and Zhongxin Liu
the 40th ACM/IEEE International Conference on Automated Software Engineering (ASE 2025) Accepted as a Research Full Paper
📋 Cite
C51
Conference
FGIT: Fault-guided Fine-tuning for Code Generation
Lishui Fan, Zhongxin Liu, Haoye Wang, Lingfeng Bao, Xin Xia, Shanping Li
the 40th ACM/IEEE International Conference on Automated Software Engineering (ASE 2025) Accepted as a Research Full Paper
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C50
Conference
FIRE: Smart Contract Bytecode Function Identification via Graph-Refined Hybrid Feature Encoding
Yu Sun, Lingfeng Bao, Xiaohu Yang
the 16th Asia-Pacific Symposium on Internetware (Internetware 2025) Accepted as a Research Full Paper
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C49
Conference
Code2API: A Tool for Generating Reusable APIs from Stack Overflow Code Snippets
Yubo Mai, Zhipeng Gao, Xing Hu, Lingfeng Bao, Jingyuan Chen, Jianling Sun
The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2025) Accepted as a Tool Demo Paper
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C48
Conference Award
LLM4SZZ: Enhancing SZZ Algorithm with Context-Enhanced Assessment on Large Language Models
Lingxiao Tang, Jiakun Liu, Zhongxin Liu, Xiaohu Yang, Lingfeng Bao
The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2025) Accepted as a Research Full Paper
📌 ACM SIGSOFT Distinguished Paper Award
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C47
Conference
More Effective JavaScript Breaking Change Detection via Dynamic Object Relation Graph
Dezhen Kong, Jiakun Liu, Chao Ni, David Lo, Lingfeng Bao
The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2025) Accepted as a Research Full Paper
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C46
Conference Award
A Comprehensive Study of Bug Characteristics on Foundation Language Models
Junxiao Han, Guanqi Wang, Jiakun Liu, Lingfeng Bao, Xing Hu, Jinling Wei, Shuiguang Deng
The 2nd ACM international conference on AI Foundation Models and Software Engineering (FORGE 2025) Accepted as a Research Full Paper
📌 ACM SIGSOFT Distinguished Paper Award
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2024

(15 publications)
J16
Journal
Towards Better Comprehension of Breaking Changes in NPM Ecosystem
Dezhen Kong, Jiakun Liu, Lingfeng Bao, David Lo
ACM Transactions on Software Engineering and Methodology (TOSEM) Accepted
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J15
Journal
Enhancing Bug-Inducing Commit Identification: A Fine-Grained Semantic Analysis Approach
Lingxiao Tang, Chao Ni, Qiao Huang, Lingfeng Bao
IEEE Transactions on Software Engineering (TSE) Accepted
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J14
Journal
Automating Comment Generation for Smart Contract from Bytecode
Jianhang Xiang, Zhipeng Gao, Lingfeng Bao, Xing Hu, Jiayuan Chen, Xin Xia
ACM Transactions on Software Engineering and Methodology (TOSEM) Accepted
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C45
Conference
Automatic Commit Range Identification of Untagged Version
Yan Zhu, Lingfeng Bao, Chengjie Chen, Lexiao Zhang, Xin Yin, Chao Ni
31st Asia-Pacific Software Engineering Conference (APSEC 2024) Accepted as a Research Full Paper
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C44
Conference
Analyzing and Detecting Toxicities in Developer Online Chatrooms: A Fine-Grained Taxonomy and Automated Detection Approach
Junyi Tian, Lingfeng Bao, Shengyi Pan, Xing Hu
31st Asia-Pacific Software Engineering Conference (APSEC 2024) Accepted as a Research Full Paper
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C43
Conference
Instructive Code Retriever: Learn From Large Language Model’s Feedback for Code Intelligence Tasks
Jiawei Lu, Haoye Wang, Zhongxin Liu, Keyu Liang, Lingfeng Bao, Xiaohu Yang
39th ACM/IEEE International Conference on Automated Software Engineering (ASE 2024) Accepted as a Research Full Paper
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C42
Conference
Unveil the Mystery of Critical Software Vulnerabilities
Shengyi Pan, Lingfeng Bao, Jiayuan Zhou, Xing Hu, Xin Xia, Shanping Li
The ACM International Conference on the Foundations of Software Engineering (FSE 2024) Accepted as an Industry Track Paper
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C41
Conference
Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-context Learning
Yubo Mai, Zhipeng Gao, Xing Hu, Lingfeng Bao, Yu Liu, Jianling Sun
The ACM International Conference on the Foundations of Software Engineering (FSE 2024) Accepted as a Research Full Paper
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J13
Journal
E-PRedictor: An Approach for Early Prediction of Pull Request Acceptance
Kexing Chen, Lingfeng Bao, Xing Hu, Xin Xia, Xiaohu Yang
Science China Information Sciences (SCIS) Accepted
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J12
Journal
Market manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data
Li Wen, Lingfeng Bao, Jiachi Chen, John Grundy, Xin Xia, Xiaohu Yang
ACM Transactions on Internet Technology (TOIT) 24, 2, Article 8
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C40
Conference Award
A Large-Scale Empirical Study of Open Source License Usage: Practices and Challenges
Jiaqi Wu, Lingfeng Bao, Xiaohu Yang, Xin Xia, Xing Hu
21th IEEE International Conference on Mining Software Repositories (MSR 2024) Accepted as a Research Full Paper
📌 ACM SIGSOFT Distinguished Paper Award, MSR 2024 FOSS Impact Award
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C39
Conference
Dual Prompt-Based Few-Shot Learning for Automated Vulnerability Patch Localization
Junwei Zhang, Xing Hu, Lingfeng Bao, Xin Xia and Shanping Li
31th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2024) Accepted as a Research Full Paper
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C38
Conference
Sustainability Forecasting for Deep Learning Packages
Junxiao Han, Yunkun Wang, Zhongxin Liu, Lingfeng Bao, Jiakun Liu, David Lo and Shuiguang Deng
31th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2024) Accepted as a Research Full Paper
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C37
Conference
Robust Auto-Scaling with Probabilistic Workload Forecasting for Cloud Databases
Haitian Hang, Xiu Tang, Jianling Sun, Lingfeng Bao, David Lo
40th IEEE International Conference on Data Engineering (ICDE 2024) Accepted as a Research Full Paper
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C36
Conference
Towards More Practical Automation of Vulnerability Assessment
Shengyi Pan, Lingfeng Bao, Jiayuan Zhou, Xing Hu, Xin Xia, Shanping Li
46th ACM/IEEE International Conference on Software Engineering (ICSE 2024) Accepted as a Research Full Paper
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2023

(6 publications)
C35
Conference
Neural SZZ Algorithm
Lingxiao Tang, Lingfeng Bao, Xin Xia, Zhongdong Huang
38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023) Accepted as a Research Full Paper
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C34
Conference Award
The Future Can’t Help Fix The Past: Assessing Program Repair In The Wild
Vinay Kabadi, Dezhen Kong, Siyu Xie, Lingfeng Bao, Gede Artha Azriadi Prana, Tien-Duy B. Le, Bach Le, David Lo
39th IEEE International Conference on Software Maintenance and Evolution (ICSME 2023) Accepted as a Research Full Paper
📌 TCSE Distinguished Paper Award
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C33
Conference
An Empirical Study of the Apache Voting Process on Open Source Community Governance
Jisheng Wang, Lingfeng Bao, Chao Ni
the 14th Asia-Pacific Symposium on Internetware (Internetware2023) Accepted as a Research Full Paper
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J11
Journal
Survey of Open Source Software Vulnerability Awareness
Qi Zhan, Shengyi Pan, Xing Hu, Lingfeng Bao, Xin Xia
Journal of Software (in Chinese) Accepted
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C32
Conference
Patchmatch: A Tool for Locating Patches of Open Source Project Vulnerabilities
Kedi Shen, Yun Zhang, Lingfeng Bao, Zhiyuan Wan, Zhuorong Li, Minghui Wu
45th ACM/IEEE International Conference on Software Engineering Accepted as a Demonstration Paper
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C31
Conference
Fine-grained Commit-level Vulnerability Type Prediction By CWE Tree Structure
Shengyi Pan, Lingfeng Bao, Xin Xia, David Lo, Shanping Li
45th ACM/IEEE International Conference on Software Engineering Accepted as a Research Full Paper
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2022

(5 publications)
C30
Conference
Automated Unearthing of Dangerous Issue Reports
Shengyi Pan, Jiayuan Zhou, Filipe R. Cogo, Xin Xia, Lingfeng Bao, Xing Hu, Shanping Li, Ahmed E. Hassan
30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022) Accepted as a Research Full Paper
📄 PDF 📋 Cite
C29
Conference
Code Reviewer Recommendation in Tencent: Practice, Challenge, and Direction
Qiuyuan Chen, Dezhen Kong, Lingfeng Bao, Chenxing Sun, Xin Xia, Shanping Li
44th ACM/IEEE International Conference on Software Engineering (ICSE 2022) Accepted as a SEIP Track Full Paper
📄 PDF 📋 Cite
C28
Conference
VCMatch: A Ranking-based Approach for Automatic Security Patches Localization for OSS Vulnerabilities
Shichao Wang, Yun Zhang, Lingfeng Bao, Xin Xia, Minghui Wu
29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022) Accepted as a Full Paper
📄 PDF 📋 Cite
C27
Conference
Recommending Code Reviewers for Proprietary Software Projects: A Large Scale Study
Dezhen Kong, Qiuyuan Chen, Lingfeng Bao, Chenxing Sun, Xin Xia, Shanping Li
29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER 2022) Accepted
📄 PDF 📋 Cite
C26
Conference
V-SZZ: Automatic Identification of Version Ranges Affected by CVE Vulnerabilities
Lingfeng Bao, Xin Xia, Ahmed E. Hassan, Xiaohu Yang
44th ACM/IEEE International Conference on Software Engineering (ICSE 2022) Accepted as a Full Paper
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2021

(2 publications)
J10
Journal
How does Working from Home Affect Developer Productivity? – A Case Study of Baidu During the COVID-19 Pandemic
Lingfeng Bao, Tao Li, Xin Xia, Kaiyu Zhu, Hui Li, Xiaohu Yang
Science China Information Sciences (SCIS) Accepted
📄 PDF 📋 Cite
C25
Conference
Automating Developer Chat Mining
Shengyi Pan, Lingfeng Bao, Xiaoxue Ren, Xin Xia, David Lo, Shanping Li
36th IEEE/ACM International Conference on Automated Software Engineering (ASE 2021) Accepted as a Full Paper
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2020

(3 publications)
C24
Conference
Enhancing Developer Interactions with Programming Screencasts through Accurate Code Extraction
Lingfeng Bao, Shengyi Pan, Zhenchang Xing, Xin Xia, David Lo, Xiaohu Yang
28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020) Accepted as a Demonstration Paper
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J9
Journal
psc2code: Denoising Code Extraction from Programming Screencasts
Lingfeng Bao, Zhenchang Xing, Xin Xia, David Lo, Minghui Wu, Xiaohu Yang
ACM Transactions on Software Engineering and Methodology (TOSEM) Online
📄 PDF 📋 Cite
C23
Conference
AppMoD: Helping Older Adults Manage Mobile Security with Online Social Help
Zhiyuan Wan, Lingfeng Bao, Debin Gao, Eran Toch, Xin Xia, Tamir Mendel, David Lo
2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2020) Accepted as a Full Paper
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2019

(3 publications)
J8
Journal
A Large Scale Study of Long-Time Contributor Prediction for GitHub Projects
Lingfeng Bao, Xin Xia, David Lo, Gail Murphy
IEEE Transactions on Software Engineering (TSE) Online
📄 PDF 📋 Cite
C22
Conference
Statistical Log Differencing
Lingfeng Bao, Nimrod Busany, David Lo, and Shahar Maoz
34th IEEE/ACM International Conference on Automated Software Engineering (ASE) pp. 851-862
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C21
Conference
On Reliability of Patch Correctness Assessment
Xuan Bach D. Le, Lingfeng Bao, David Lo, Xin Xia, Shanping Li, Corina Pasareanu
41st ACM/IEEE International Conference on Software Engineering (ICSE 2019) pp. 524-535
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2018

(10 publications)
J7
Journal
VT-Revolution: Interactive Programming Video Tutorial Authoring and Watching System
Lingfeng Bao, Zhenchang Xing, Xin Xia, David Lo
IEEE Transactions on Software Engineering (TSE) 45(8), 823-838
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J6
Conference
APIReal: An API Recognition and Linking Approach for Online Developer Forums
Deheng Ye, Lingfeng Bao, Zhenchang Xing, Shang-Wei Lin
Empirical Software Engineering (EMSE) 23(6), 3129-3160
📄 PDF 📋 Cite
C20
Conference
Categorizing and Predicting Invalid Vulnerabilities on Common Vulnerabilities and Exposures
Qiuyuan Chen, Lingfeng Bao, Li Li, Xin Xia, Liang Cai
The 25th Asia-Pacific Software Engineering Conference (APSEC)
📋 Cite
C19
Conference Award
A Smart Context-aware Program Assistant based on Dynamic Programming Event Modeling
Xuejiao Zhao, Hongwei Li, Yutian Tang, Dongjing Gao, Lingfeng Bao, Ching Hung Lee
The 29th IEEE International Symposium on Software Reliability Engineering (ISSRE), Industry Track Accepted
📌 Best Industry Paper Award
📋 Cite
C18
Conference
Towards Mining Comprehensive Android Sandboxes
Tien-Duy B. Le, Lingfeng Bao, David Lo, Debin Gao, Li Li
The 23rd International Conference on Engineering of Complex Computer Systems (ICECCS) Accepted
📄 PDF 📋 Cite
C17
Demo
DSM: A Specification Mining Tool using Recurrent Neural Network Based Language Model
Tien-Duy B. Le, Lingfeng Bao, David Lo
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Demonstration accepted
📄 PDF 📋 Cite
C16
Demo
VT-Revolution: Interactive Programming Tutorials Made Possible
Lingfeng Bao, Zhenchang Xing, Xin Xia, David Lo, Shanping Li
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Demonstration pp. 924-927
📄 PDF 📋 Cite
C15
Conference
Using Finite-State Models for Log Differencing
Hen Amar, Lingfeng Bao, Nimrod Busany, Shahar Maoz, David Lo
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) pp. 49-59
📄 PDF 📋 Cite
C14
Conference
Characterizing Common and Domain-Specific Package Bugs: A Case Study on Ubuntu
Xiaoxue Ren, Qiao Huang, Xin Xia, Zhenchang Xing, Lingfeng Bao, David Lo
The 41st Annual International Computers, Software & Applications Conference (COMPSAC 2018) accepted as a short paper
📄 PDF 📋 Cite
C13
Conference
Mining Sandboxes: Are We There Yet?
Lingfeng Bao, Tien-Duy B. Le, David Lo
25th IEEE Internation Conferance on Software Analysis, Evolution and Reengineering (SANER) accepted
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2017

(6 publications)
J5
Conference
Inference of Development Activities from Interaction with Uninstrumented Applications
Lingfeng Bao, Zhenchang Xing, Xin Xia, David Lo, Ahmed E. Hassan
Empirical Software Engineering (EMSE) 23(3), 1313-1351
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J4
Journal
Measuring Program Comprehension: A Large-Scale Field Study with Professionals
Xin Xia, Lingfeng Bao, David Lo, Zhenchang Xing, Ahmed E. Hassan, Shanping Li
IEEE Transactions on Software Engineering (TSE) 44(10), 951-976
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J3
Conference
What Do Developers Search For on the Web?
Xin Xia, Lingfeng Bao, David Lo, Pavneet Singh Kochhar, Ahmed E. Hassan, Zhenchang Xing
Empirical Software Engineering (EMSE) 22(6), 3149-3185
📄 PDF 📋 Cite
J2
Journal
Automated Android App Permission Recommendation
Lingfeng Bao, David Lo, Xin Xia, Shanping Li
SCIENCE CHINA Information Sciences (SCIS) 60(9), 092110
📄 PDF 📋 Cite
C12
Conference
Personality and Project Success: Insights from a Large-Scale Study with Professionals
Xin Xia, David Lo, Lingfeng Bao, Abhishek Sharma, Shanping Li
33nd International Conference on Software Maintenance and Evolution (ICSME) pp. 318-328
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C11
Conference
Who Will Leave the Company? - A Large-Scale Industry Study of Developer Turnover by Mining Monthly Work Report
Lingfeng Bao, Zhenchang Xing, Xin Xia, David Lo, Shanping Li
14th International Conference on Mining Software Repositories (MSR) accepted
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2016

(6 publications)
J1
Conference
Extracting and Analyzing Time-Series HCI Data from Screen-Captured Task Videos
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang, Xin Xia, Bo Zhou
Empirical Software Engineering (EMSE) 22(1), 134-174
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C10
Conference
What Permissions Should This App Request?
Lingfeng Bao, David Lo, Xin Xia, Shanping Li.
The Annual Conference on Software Analysis, Testing and Evolution (SATE) accepted
📄 PDF 📋 Cite
C9
Conference
Combining Word Embedding with Information Retrieval to Recommend Similar Bug Reports
Xinli Yang, David Lo, Xin Xia, Lingfeng Bao and Jianling Sun
27th International Symposium on Software Reliability Engineering (ISSRE) pp. 127-137
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C8
Conference
Automated Debugging Considered Harmful Considered Harmful -- A User Study Revisiting the Usefulness of Spectra-Based Fault Localization Techniques with Professionals using Real Bugs from Large Systems
Xin Xia, Lingfeng Bao, David Lo, Shanping Li
32nd International Conference on Software Maintenance and Evolution (ICSME) pp. 267-278
📄 PDF 📋 Cite
C7
Conference
How Android App Developers Manage Power Consumption? – An Empirical Study by Mining Power Management Commits
Lingfeng Bao, David Lo, Xin Xia, Xinyu Wang, Cong Tian
13th International Conference on Mining Software Repositories (MSR) accepted
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C6
Conference
BPMiner: Mining Developers’ Behavior Patterns from Screen-Captured Task Videos
Jing Li, Lingfeng Bao, Zhenchang Xing, Xinyu Wang and Bo Zhou
The 31st ACM Symposium on Applied Computing (SAC) accepted
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2015

(5 publications)
C5
Conference
Tracking and Analyzing Cross-Cutting Activities in Developers’ Daily Work
Lingfeng Bao, Zhenchang Xing, Xinyu Wang, and Bo Zhou
30th IEEE/ACM International Conference on Automated Software Engineering(ASE), new idea paper pp. 277-282
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C4
Demo
ActivitySpace: An Interapplication Remembrance Agent for Integrated Knowledge Work
Lingfeng Bao, Decheng Ye, Zhenchang Xing, Xin Xia, Xinyu Wang
30th IEEE/ACM International Conference on Automated Software Engineering(ASE), Demonstration pp. 864-869
📄 PDF 📋 Cite
C3
Demo
scvRipper: Video Scraping Tool for Modeling Developers’ Behavior Using Interaction Data
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang, and Bo Zhou
37th International Conference on Software Engineering (ICSE), Demonstration pp. 673–676
📄 PDF 📋 Cite
C2
Conference
Reverse Engineering Time-Series Interaction Data from Screen-Captured Videos
Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang, and Bo Zhou
22nd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) pp. 399–408
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C1
Conference
amAssist: In-IDE Ambient Search of Online Programming Resources
Hongwei Li, Xuejiao Zhao, Zhenchang Xing, Lingfeng Bao, Xin Peng, Dongjing Gao, Wenyun Zhao
22nd IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) pp. 390-398
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