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Computer Science

D-Index
72
Citations
16425
World Ranking
1714
National Ranking
233

Overview

Xin Xia is affiliated with Huawei Technologies (China) and has a research profile centered extensively in the field of Computer Science. Their work primarily focuses on Information Systems, Software, and Artificial Intelligence, extending to areas such as Computer Networks and Communications and Signal Processing.

The scientific output of Xin Xia encompasses a broad range of topics including Software Engineering Research, Software Testing and Debugging Techniques, Advanced Malware Detection Techniques, Software Reliability and Analysis Research, Topic Modeling, Software System Performance and Reliability, and Software Engineering Techniques and Practices.

Their publication record includes contributions to several prominent venues, notably:

  • arXiv (Cornell University)
  • ACM Transactions on Software Engineering and Methodology
  • IEEE Transactions on Software Engineering
  • Empirical Software Engineering
  • Zenodo (CERN European Organization for Nuclear Research)

Among the recent papers authored or coauthored by Xin Xia are:

  • Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Are Graph Augmentations Necessary?, 2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
  • OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication, 2022, 2022 International Conference on Robotics and Automation (ICRA)
  • XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation, 2023, IEEE Transactions on Knowledge and Data Engineering
  • Defining Smart Contract Defects on Ethereum, 2020, IEEE Transactions on Software Engineering

Xin Xia has frequently collaborated with several researchers, including:

  • David Lo
  • Xing Hu
  • John Grundy
  • Shanping Li
  • Xiaohu Yang

Best Publications

  • Smart Contract Development: Challenges and Opportunities

    Weiqin Zou;David Lo;Pavneet Singh Kochhar;Xuan-Bach Dinh Le

  • Deep code comment generation

    Xing Hu;Ge Li;Xin Xia;David Lo

  • Deep Learning for Just-in-Time Defect Prediction

    Xinli Yang;David Lo;Xin Xia;Yun Zhang

  • Practitioners' expectations on automated fault localization

    Pavneet Singh Kochhar;Xin Xia;David Lo;Shanping Li

  • Measuring program comprehension: a large-scale field study with professionals

    Xin Xia;Lingfeng Bao;David Lo;Zhenchang Xing

  • HYDRA: Massively Compositional Model for Cross-Project Defect Prediction

    Xin Xia;David Lo;Sinno Jialin Pan;Nachiappan Nagappan

  • Summarizing source code with transferred API knowledge

    Xing Hu;Ge Li;Xin Xia;David Lo

  • Deep code comment generation with hybrid lexical and syntactical information

    Xing Hu;Ge Li;Xin Xia;David Lo

  • Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree

    Wenhan Wang;Ge Li;Bo Ma;Xin Xia

  • Neural-machine-translation-based commit message generation: how far are we?

    Zhongxin Liu;Xin Xia;Ahmed E. Hassan;David Lo

  • TLEL: A two-layer ensemble learning approach for just-in-time defect prediction

    Xinli Yang;David Lo;Xin Xia;Jianliang Sun

  • What do developers search for on the web

    Xin Xia;Xin Xia;Lingfeng Bao;David Lo;Pavneet Singh Kochhar

  • What Security Questions Do Developers Ask? A Large-Scale Study of Stack Overflow Posts

    Xin Li Yang;David Lo;Xin Xia;Zhi Yuan Wan

  • Tag recommendation in software information sites

    Xin Xia;David Lo;Xinyu Wang;Bo Zhou

  • How does Machine Learning Change Software Development Practices

    Zhiyuan Wan;Xin Xia;David Lo;Gail C. Murphy

  • Identifying self-admitted technical debt in open source projects using text mining

    Qiao Huang;Emad Shihab;Xin Xia;Xin Xia;David Lo

  • Defining Smart Contract Defects on Ethereum

    Jiachi Chen;Xin Xia;David Lo;John Grundy

  • Improving Automated Bug Triaging with Specialized Topic Model

    Xin Xia;David Lo;Ying Ding;Jafar M. Al-Kofahi

  • API method recommendation without worrying about the task-API knowledge gap

    Qiao Huang;Xin Xia;Zhenchang Xing;David Lo

  • Accurate developer recommendation for bug resolution

    Xin Xia;David Lo;Xinyu Wang;Bo Zhou

  • Predicting semantically linkable knowledge in developer online forums via convolutional neural network

    Bowen Xu;Deheng Ye;Zhenchang Xing;Xin Xia

Frequent Co-Authors

David Lo
David Lo Singapore Management University
Zhenchang Xing
Zhenchang Xing Australian National University
Ahmed E. Hassan
Ahmed E. Hassan Queen's University
Emad Shihab
Emad Shihab Concordia University
John Grundy
John Grundy Monash University
Jianwei Yin
Jianwei Yin Zhejiang University
Michael R. Lyu
Michael R. Lyu Chinese University of Hong Kong
Xiapu Luo
Xiapu Luo Hong Kong Polytechnic University
Irwin King
Irwin King Chinese University of Hong Kong
Shuiguang Deng
Shuiguang Deng Zhejiang University

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