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Viewing Publication 1 - 100 from 268

2024

Understanding Newcomers' Onboarding Process in Deep Learning ProjectsJunxiao Han, Jiahao Zhang, David Lo 0001, Xin Xia 0001, ShuiGuang Deng, Minghui Wu 0001. TSE, 50(3):443-460, March 2024. [doi]

Range Specification Bug Detection in Flight Control System Through FuzzingRuidong Han, Siqi Ma, Juanru Li, Surya Nepal, David Lo 0001, Zhuo Ma, Jianfeng Ma 0001. TSE, 50(3):461-473, March 2024. [doi]

Representation Learning for Stack Overflow Posts: How Far Are We?Junda He, Xin Zhou, Bowen Xu, Ting Zhang, Kisub Kim, Zhou Yang 0003, Ferdian Thung, Ivana Clairine Irsan, David Lo 0001. TOSEM, 33(3), March 2024. [doi]

FAIR: Flow Type-Aware Pre-Training of Compiler Intermediate RepresentationsChangan Niu, Chuanyi Li, Vincent Ng 0001, David Lo 0001, Bin Luo 0003. ICSE 2024: [doi]

Federated Learning for Software Engineering: A Case Study of Code Clone Detection and Defect PredictionYanming Yang, Xing Hu 0008, Zhipeng Gao, Jinfu Chen 0002, Chao Ni 0001, Xin Xia 0001, David Lo 0001. TSE, 50(2):296-321, February 2024. [doi]

A Closer Look at the Security Risks in the Rust EcosystemXiaoye Zheng, Zhiyuan Wan, Yun Zhang, Rui Chang, David Lo 0001. TOSEM, 33(2), February 2024. [doi]

2023

Human-Centered AI for Software Engineering: Requirements, Reflection, and Road AheadDavid Lo 0001. indiaSE 2023: [doi]

A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain 0001, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo 0001, Mohammad Amin Alipour. ICSE 2023: 14-20 [doi]

Boosting Just-in-Time Defect Prediction with Specific Features of C/C++ Programming Languages in Code ChangesChao Ni 0001, Xiaodan Xu, Kaiwen Yang, David Lo 0001. msr 2023: 472-484 [doi]

Web APIs: Features, Issues, and Expectations - A Large-Scale Empirical Study of Web APIs From Two Publicly Accessible Registries Using Stack Overflow and a User SurveyNeng Zhang 0001, Ying Zou 0001, Xin Xia 0001, Qiao Huang, David Lo 0001, Shanping Li. TSE, 49(2):498-528, February 2023. [doi]

What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub IssuesZhou Yang 0003, Chenyu Wang, Jieke Shi, Thong Hoang, Pavneet Singh Kochhar, Qinghua Lu 0001, Zhenchang Xing, David Lo 0001. msr 2023: 79-91 [doi]

Context-Aware Neural Fault LocalizationZhuo Zhang 0007, Yan Lei, Xiaoguang Mao, Meng Yan 0001, Xin Xia 0001, David Lo 0001. TSE, 49(7):3939-3954, July 2023. [doi]

Two Sides of the Same Coin: Exploiting the Impact of Identifiers in Neural Code ComprehensionShuzheng Gao, Cuiyun Gao, Chaozheng Wang, Jun Sun 0001, David Lo 0001, Yue Yu. ICSE 2023: 1933-1945 [doi]

I Know What You Are Searching for: Code Snippet Recommendation from Stack Overflow PostsZhipeng Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Xindong Zhang, Zhenchang Xing. TOSEM, 32(3), May 2023. [doi]

Picaso: Enhancing API Recommendations with Relevant Stack Overflow PostsIvana Clairine Irsan, Ting Zhang, Ferdian Thung, Kisub Kim, David Lo 0001. msr 2023: 92-103 [doi]

Multi-Modal API RecommendationIvana Clairine Irsan, Ting Zhang, Ferdian Thung, Kisub Kim, David Lo 0001. WCRE 2023: 272-283 [doi]

The Future Can't Help Fix The Past: Assessing Program Repair In The WildVinay Kabadi, Dezhen Kong, Siyu Xie, Lingfeng Bao, Gede Artha Azriadi Prana, Tien-Duy B. Le, Xuan-Bach Dinh Le, David Lo 0001. ICSM 2023: 50-61 [doi]

Exploring and Repairing Gender Fairness Violations in Word Embedding-based Sentiment Analysis Model through Adversarial PatchesLin Sze Khoo, Jia Qi Bay, Ming Lee Kimberly Yap, Mei Kuan Lim, Chun Yong Chong, Zhou Yang, David Lo 0001. WCRE 2023: 651-662 [doi]

Synthesizing Speech Test Cases with Text-to-Speech? An Empirical Study on the False Alarms in Automated Speech Recognition TestingJulia Kaiwen Lau, Kelvin Kai Wen Kong, Julian Hao Yong, Per Hoong Tan, Zhou Yang 0003, Zi Qian Yong, Joshua Chern Wey Low, Chun Yong Chong, Mei Kuan Lim, David Lo 0001. ISSTA 2023: 1169-1181 [doi]

Invalidator: Automated Patch Correctness Assessment Via Semantic and Syntactic ReasoningThanh Le-Cong, Duc-Minh Luong, Xuan-Bach Dinh Le, David Lo 0001, Nhat-Hoa Tran, Bui Quang Huy, Quyet Thang Huynh. TSE, 49(6):3411-3429, June 2023. [doi]

AutoDebloater: Automated Android App DebloatingJiakun Liu, Xing Hu 0008, Ferdian Thung, Shahar Maoz, Eran Toch, Debin Gao, David Lo 0001. ASE 2023: 2090-2093 [doi]

Just-In-Time Obsolete Comment Detection and UpdateZhongxin Liu, Xin Xia 0001, David Lo 0001, Meng Yan, Shanping Li. TSE, 49(1):1-23, 2023. [doi]

CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability ReportsYunbo Lyu, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Zhipeng Zhao, Xuan-Bach Dinh Le, Ming Li, David Lo 0001. ICSE 2023: 1033-1045 [doi]

Multi-Granularity Detector for Vulnerability FixesTruong-Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Ratnadira Widyasari, Chengran Yang, Zhipeng Zhao, Bowen Xu, Jiayuan Zhou, Xin Xia 0001, Ahmed E. Hassan, Xuan-Bach Dinh Le, David Lo 0001. TSE, 49(8):4035-4057, August 2023. [doi]

Automatic Identification of Crash-inducing Smart ContractsChao Ni, Cong Tian, Kaiwen Yang, David Lo 0001, Jiachi Chen, Xiaohu Yang. WCRE 2023: 108-119 [doi]

Fine-grained Commit-level Vulnerability Type Prediction by CWE Tree StructureShengyi Pan, Lingfeng Bao, Xin Xia 0001, David Lo 0001, Shanping Li. ICSE 2023: 957-969 [doi]

Experimental comparison of features, analyses, and classifiers for Android malware detectionLwin Khin Shar, Biniam Fisseha Demissie, Mariano Ceccato, Yan Naing Tun, David Lo 0001, Lingxiao Jiang, Christoph Bienert. ese, 28(6):130, November 2023. [doi]

DexBERT: Effective, Task-Agnostic and Fine-Grained Representation Learning of Android BytecodeTiezhu Sun, Kevin Allix, Kisub Kim, Xin Zhou, Dongsun Kim 0001, David Lo 0001, Tegawendé F. Bissyandé, Jacques Klein. TSE, 49(10):4691-4706, October 2023. [doi]

Robust Test Selection for Deep Neural NetworksWeifeng Sun, Meng Yan 0001, Zhongxin Liu, David Lo 0001. TSE, 49(12):5250-5278, December 2023. [doi]

Revisiting the Identification of the Co-evolution of Production and Test CodeWeifeng Sun, Meng Yan 0001, Zhongxin Liu, Xin Xia 0001, Yan Lei, David Lo 0001. TOSEM, 32(6), November 2023. [doi]

Software Architecture in Practice: Challenges and OpportunitiesZhiyuan Wan, Yun Zhang, Xin Xia 0001, Yi Jiang, David Lo 0001. FSE 2023: 1457-1469 [doi]

On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of CodeMartin Weyssow, Xin Zhou, Kisub Kim, David Lo 0001, Houari A. Sahraoui. FSE 2023: 1470-1482 [doi]

NICHE: A Curated Dataset of Engineered Machine Learning Projects in PythonRatnadira Widyasari, Zhou Yang 0003, Ferdian Thung, Sheng Qin Sim, Fiona Wee, Camellia Lok, Jack Phan, Haodi Qi, Constance Tan, Qijin Tay, David Lo 0001. msr 2023: 62-66 [doi]

Topic Recommendation for GitHub Repositories: How Far Can Extreme Multi-Label Learning Go?Ratnadira Widyasari, Zhipeng Zhao, Thanh Le-Cong, Hong Jin Kang, David Lo 0001. WCRE 2023: 167-178 [doi]

Are We Ready to Embrace Generative AI for Software Q&A?Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong, Thong Hoang, Jiakun Liu, Kisub Kim, Chen Gong 0005, Changan Niu, Chenyu Wang, Xuan-Bach Dinh Le, David Lo 0001. ASE 2023: 1713-1717 [doi]

TECHSUMBOT: A Stack Overflow Answer Summarization Tool for Technical QueryChengran Yang, Bowen Xu, Jiakun Liu, David Lo 0001. ICSE 2023: 132-135 [doi]

C³: Code Clone-Based Identification of Duplicated ComponentsYanming Yang, Ying Zou, Xing Hu, David Lo 0001, Chao Ni 0001, John C. Grundy, Xin Xia 0001. FSE 2023: 1832-1843 [doi]

How to Find Actionable Static Analysis Warnings: A Case Study With FindBugsRahul Yedida, Hong Jin Kang, Huy Tu, Xueqi Yang, David Lo 0001, Tim Menzies. TSE, 49(4):2856-2872, April 2023. [doi]

ASDF: A Differential Testing Framework for Automatic Speech Recognition SystemsDaniel Hao Xian Yuen, Andrew Yong Chen Pang, Zhou Yang 0003, Chun Yong Chong, Mei Kuan Lim, David Lo 0001. icst 2023: 461-463 [doi]

Duplicate Bug Report Detection: How Far Are We?Ting Zhang, DongGyun Han, Venkatesh Vinayakarao, Ivana Clairine Irsan, Bowen Xu, Ferdian Thung, David Lo 0001, Lingxiao Jiang. TOSEM, 32(4), July 2023. [doi]

CoLeFunDa: Explainable Silent Vulnerability Fix IdentificationJiayuan Zhou, Michael Pacheco, Jinfu Chen 0002, Xing Hu 0008, Xin Xia 0001, David Lo 0001, Ahmed E. Hassan. ICSE 2023: 2565-2577 [doi]

CCBERT: Self-Supervised Code Change Representation LearningXin Zhou, Bowen Xu, DongGyun Han, Zhou Yang 0003, Junda He, David Lo 0001. ICSM 2023: 182-193 [doi]

Generation-based Code Review Automation: How Far Are WeƒXin Zhou, Kisub Kim, Bowen Xu, DongGyun Han, Junda He, David Lo 0001. IWPC 2023: 215-226 [doi]

The Devil is in the Tails: How Long-Tailed Code Distributions Impact Large Language ModelsXin Zhou, Kisub Kim, Bowen Xu, Jiakun Liu, DongGyun Han, David Lo 0001. ASE 2023: 40-52 [doi]

2022

Analyzing Offline Social Engagements: An Empirical Study of Meetup Events Related to Software DevelopmentAbhishek Sharma 0002, Gede Artha Azriadi Prana, Anamika Sawhney, Nachiappan Nagappan, David Lo 0001. WCRE 2022: 1122-1133 [doi]

Revisiting Neuron Coverage Metrics and Quality of Deep Neural NetworksZhou Yang 0003, Jieke Shi, Muhammad Hilmi Asyrofi, David Lo 0001. WCRE 2022: 408-419 [doi]

ReSIL: Revivifying Function Signature Inference using Deep Learning with Domain-Specific KnowledgeYan Lin 0003, Debin Gao, David Lo 0001. codaspy 2022: 107-118 [doi]

Correlating Automated and Human Evaluation of Code Documentation Generation QualityXing Hu 0008, Qiuyuan Chen, Haoye Wang, Xin Xia 0001, David Lo 0001, Thomas Zimmermann 0001. TOSEM, 31(4), 2022. [doi]

CodeMatcher: Searching Code Based on Sequential Semantics of Important Query WordsChao Liu 0014, Xin Xia 0001, David Lo 0001, Zhiwei Liu, Ahmed E. Hassan, Shanping Li. TOSEM, 31(1), 2022. [doi]

Opportunities and Challenges in Code Search ToolsChao Liu 0014, Xin Xia 0001, David Lo 0001, Cuiyun Gao, Xiaohu Yang, John C. Grundy. ACM Comput. Surv., 54(9), 2022. [doi]

On the Reproducibility and Replicability of Deep Learning in Software EngineeringChao Liu 0014, Cuiyun Gao, Xin Xia 0001, David Lo 0001, John C. Grundy, Xiaohu Yang. TOSEM, 31(1), 2022. [doi]

BiasFinder: Metamorphic Test Generation to Uncover Bias for Sentiment Analysis SystemsMuhammad Hilmi Asyrofi, Zhou Yang 0003, Imam Nur Bani Yusuf, Hong Jin Kang, Ferdian Thung, David Lo 0001. TSE, 48(12):5087-5101, 2022. [doi]

Accessibility in Software Practice: A Practitioner's PerspectiveTingting Bi, Xin Xia 0001, David Lo 0001, John C. Grundy, Thomas Zimmermann 0001, Denae Ford. TOSEM, 31(4), 2022. [doi]

An Empirical Study of Release Note Production and Usage in PracticeTingting Bi, Xin Xia 0001, David Lo 0001, John C. Grundy, Thomas Zimmermann 0001. TSE, 48(6):1834-1852, 2022. [doi]

On the transferability of pre-trained language models for low-resource programming languagesFuxiang Chen, Fatemeh H. Fard, David Lo 0001, Timofey Bryksin. IWPC 2022: 401-412 [doi]

Why Do Smart Contracts Self-Destruct? Investigating the Selfdestruct Function on EthereumJiachi Chen, Xin Xia 0001, David Lo 0001, John C. Grundy. TOSEM, 31(2), 2022. [doi]

Defining Smart Contract Defects on EthereumJiachi Chen, Xin Xia 0001, David Lo 0001, John C. Grundy, Xiapu Luo, Ting Chen 0002. TSE, 48(2):327-345, 2022. [doi]

DefectChecker: Automated Smart Contract Defect Detection by Analyzing EVM BytecodeJiachi Chen, Xin Xia 0001, David Lo 0001, John Grundy 0001, Xiapu Luo, Ting Chen 0002. TSE, 48(7):2189-2207, 2022. [doi]

A Deep Dive into the Impact of COVID-19 on Software DevelopmentPaulo Anselmo da Mota Silveira Neto, Umme Ayda Mannan, Eduardo Santana de Almeida, Nachiappan Nagappan, David Lo 0001, Pavneet Singh Kochhar, Cuiyun Gao, Iftekhar Ahmed 0001. TSE, 48(9):3342-3360, 2022. [doi]

Understanding in-app advertising issues based on large scale app review analysisCuiyun Gao, Jichuan Zeng, David Lo 0001, Xin Xia 0001, Irwin King, Michael R. Lyu. INFSOF, 142:106741, 2022. [doi]

Automating App Review Response Generation Based on Contextual KnowledgeCuiyun Gao, Wenjie Zhou, Xin Xia 0001, David Lo 0001, Qi Xie, Michael R. Lyu. TOSEM, 31(1), 2022. [doi]

Emerging App Issue Identification via Online Joint Sentiment-Topic TracingCuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo 0001, Xin Xia 0001, Irwin King, Michael R. Lyu. TSE, 48(8):3025-3043, 2022. [doi]

Automated identification of libraries from vulnerability data: can we do better?Stefanus A. Haryono, Hong Jin Kang, Abhishek Sharma 0002, Asankhaya Sharma, Andrew E. Santosa, Ming Yi Ang, David Lo 0001. IWPC 2022: 178-189 [doi]

PTM4Tag: sharpening tag recommendation of stack overflow posts with pre-trained modelsJunda He, Bowen Xu, Zhou Yang 0003, DongGyun Han, Chengran Yang, David Lo 0001. IWPC 2022: 1-11 [doi]

Practitioners' Expectations on Automated Code Comment GenerationXing Hu, Xin Xia, David Lo 0001, Zhiyuan Wan, Qiuyuan Chen, Thomas Zimmermann 0001. ICSE 2022: 1693-1705 [doi]

Legion: Massively Composing Rankers for Improved Bug Localization at AdobeDarryl Jarman, Jeffrey Berry, Riley Smith, Ferdian Thung, David Lo 0001. TSE, 48(8):3010-3024, 2022. [doi]

Active Learning of Discriminative Subgraph Patterns for API Misuse DetectionHong Jin Kang, David Lo 0001. TSE, 48(8):2761-2783, 2022. [doi]

Test mimicry to assess the exploitability of library vulnerabilitiesHong Jin Kang, Truong-Giang Nguyen, Bach Le, Corina S. Pasareanu, David Lo 0001. ISSTA 2022: 276-288 [doi]

Detecting False Alarms from Automatic Static Analysis Tools: How Far are We?Hong Jin Kang, Khai Loong Aw, David Lo 0001. ICSE 2022: 698-709 [doi]

AutoPruner: transformer-based call graph pruningThanh Le-Cong, Hong Jin Kang, Truong-Giang Nguyen, Stefanus Agus Haryono, David Lo 0001, Xuan-Bach D. Le, Huynh Quyet Thang. FSE 2022: 520-532 [doi]

Broken External Links on Stack OverflowJiakun Liu, Xin Xia 0001, David Lo 0001, Haoxiang Zhang, Ying Zou 0001, Ahmed E. Hassan, Shanping Li. TSE, 48(9):3242-3267, 2022. [doi]

An exploratory study on the repeatedly shared external links on Stack OverflowJiakun Liu, Haoxiang Zhang, Xin Xia 0001, David Lo 0001, Ying Zou 0001, Ahmed E. Hassan, Shanping Li. ese, 27(1):19, 2022. [doi]

ARSearch: Searching for API Related Resources from Stack Overflow and GitHubKien Luong, Ferdian Thung, David Lo 0001. ICSE 2022: 11-15 [doi]

ARSeek: identifying API resource using code and discussion on stack overflowKien Luong, Mohammad Hadi, Ferdian Thung, Fatemeh H. Fard, David Lo 0001. IWPC 2022: 331-342 [doi]

Orchestration or Automation: Authentication Flaw Detection in Android AppsSiqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo 0001, Sanjay K. Jha, Robert H. Deng, Elisa Bertino. tdsc, 19(4):2165-2178, 2022. [doi]

HERMES: Using Commit-Issue Linking to Detect Vulnerability-Fixing CommitsGiang Nguyen-Truong, Hong Jin Kang, David Lo 0001, Abhishek Sharma 0002, Andrew E. Santosa, Asankhaya Sharma, Ming Yi Ang. WCRE 2022: 51-62 [doi]

VulCurator: a vulnerability-fixing commit detectorTruong-Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Xuan-Bach D. Le, David Lo 0001. FSE 2022: 1726-1730 [doi]

FFL: Fine-grained Fault Localization for Student Programs via Syntactic and Semantic ReasoningThanh-Dat Nguyen, Thanh Le-Cong, Duc-Minh Luong, Van-Hai Duong, Xuan-Bach D. Le, David Lo 0001, Quyet Thang Huynh. ICSM 2022: 151-162 [doi]

Just-In-Time Defect Prediction on JavaScript Projects: A Replication StudyChao Ni, Xin Xia 0001, David Lo 0001, Xiaohu Yang, Ahmed E. Hassan. TOSEM, 31(4), 2022. [doi]

The best of both worlds: integrating semantic features with expert features for defect prediction and localizationChao Ni, Wei Wang 0087, Kaiwen Yang, Xin Xia 0001, Kui Liu, David Lo 0001. FSE 2022: 672-683 [doi]

Revisiting Supervised and Unsupervised Methods for Effort-Aware Cross-Project Defect PredictionChao Ni, Xin Xia 0001, David Lo 0001, Xiang Chen 0005, Qing Gu. TSE, 48(3):786-802, 2022. [doi]

ITSS: Interactive Web-Based Authoring and Playback Integrated Environment for Programming TutorialsEng Lieh Ouh, Benjamin Kok Siew Gan, David Lo 0001. ICSE 2022: 158-164 [doi]

Static Inference Meets Deep learning: A Hybrid Type Inference Approach for PythonYun Peng, Cuiyun Gao, Zongjie Li, Bowei Gao, David Lo 0001, Qirun Zhang, Michael R. Lyu. ICSE 2022: 2019-2030 [doi]

An exploratory study on code attention in BERTRishab Sharma, Fuxiang Chen, Fatemeh H. Fard, David Lo 0001. IWPC 2022: 437-448 [doi]

Compressing Pre-trained Models of Code into 3 MBJieke Shi, Zhou Yang 0003, Bowen Xu, Hong Jin Kang, David Lo 0001. ASE 2022: [doi]

Can Identifier Splitting Improve Open-Vocabulary Language Model of Code?Jieke Shi, Zhou Yang 0003, Junda He, Bowen Xu, David Lo 0001. WCRE 2022: 1134-1138 [doi]

What motivates software practitioners to contribute to inner source?Zhiyuan Wan, Xin Xia 0001, Yun Zhang, David Lo 0001, Daibing Zhou, Qiuyuan Chen, Ahmed E. Hassan. FSE 2022: 132-144 [doi]

Real world projects, real faults: evaluating spectrum based fault localization techniques on Python projectsRatnadira Widyasari, Gede Artha Azriadi Prana, Stefanus Agus Haryono, Shaowei Wang 0002, David Lo 0001. ese, 27(6):147, 2022. [doi]

On the Influence of Biases in Bug Localization: Evaluation and BenchmarkRatnadira Widyasari, Stefanus Agus Haryono, Ferdian Thung, Jieke Shi, Constance Tan, Fiona Wee, Jack Phan, David Lo 0001. WCRE 2022: 128-139 [doi]

XAI4FL: enhancing spectrum-based fault localization with explainable artificial intelligenceRatnadira Widyasari, Gede Artha Azriadi Prana, Stefanus A. Haryono, Yuan Tian 0008, Hafil Noer Zachiary, David Lo 0001. IWPC 2022: 499-510 [doi]

Data Quality Matters: A Case Study on Data Label Correctness for Security Bug Report PredictionXiaoxue Wu, Wei Zheng 0006, Xin Xia 0001, David Lo 0001. TSE, 48(7):2541-2556, 2022. [doi]

Post2Vec: Learning Distributed Representations of Stack Overflow PostsBowen Xu, Thong Hoang, Abhishek Sharma 0002, Chengran Yang, Xin Xia 0001, David Lo 0001. TSE, 48(9):3423-3441, 2022. [doi]

Just-In-Time Defect Identification and Localization: A Two-Phase FrameworkMeng Yan, Xin Xia 0001, Yuanrui Fan, Ahmed E. Hassan, David Lo 0001, Shanping Li. TSE, 48(2):82-101, 2022. [doi]

Natural Attack for Pre-trained Models of CodeZhou Yang, Jieke Shi, Junda He, David Lo 0001. ICSE 2022: 1482-1493 [doi]

Efficient Search of Live-Coding Screencasts from Online VideosChengran Yang, Ferdian Thung, David Lo 0001. WCRE 2022: 73-77 [doi]

Aspect-Based API Review Classification: How Far Can Pre-Trained Transformer Model Go?Chengran Yang, Bowen Xu, Junaed Younus Khan, Gias Uddin 0001, DongGyun Han, Zhou Yang 0003, David Lo 0001. WCRE 2022: 385-395 [doi]

A Survey on Deep Learning for Software EngineeringYanming Yang, Xin Xia 0001, David Lo 0001, John C. Grundy. ACM Comput. Surv., 54(10s), January 2022. [doi]

Predictive Models in Software Engineering: Challenges and OpportunitiesYanming Yang, Xin Xia 0001, David Lo 0001, Tingting Bi, John C. Grundy, Xiaohu Yang. TOSEM, 31(3), 2022. [doi]

Benchmarking library recognition in tweetsTing Zhang, Divya Prabha Chandrasekaran, Ferdian Thung, David Lo 0001. IWPC 2022: 343-353 [doi]

Chatbot4QR: Interactive Query Refinement for Technical Question RetrievalNeng Zhang, Qiao Huang, Xin Xia 0001, Ying Zou 0001, David Lo 0001, Zhenchang Xing. TSE, 48(4):1185-1211, 2022. [doi]

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