avatar

Xinyu Wang

xnyuwang@gmail.com


Welcome to my personal space! I am currently a PhD student at the Department of Computer Science, University of Warwick, and as a visiting PhD student at the Department of Informatics, King’s College London, under the guidance of Prof. Yulan He and Dr. Lin Gui.

Before the PhD adventure, I finished my M.S. at Beijing University of Posts and Telecommunications, and my B.E. at both Queen Mary University of London (First Class Honours) and Beijing University of Posts and Telecommunications.

Besides that, I had an internship at IBM Research as Research Intern for two months. I had a full-time work for about one year as Algorithm Engineer at the XiaoAi Group of Xiaomi developing XiaoAi (a virtual assistant comparable to Siri). I will start an internship as Applied Scientist Intern at Amazon AWS in August researching in Large Language Models.

Overall, my focus is on Machine Learning and Natural Language Processing. Currently, I concentrate on Large Language Models (LLMs), with a particular focus on reasoning, efficiency, long-context understanding, and meta-learning. My focus shifted to LLMs in 2024, and prior to that, I worked on long-document understanding and efficiency in Language Models. My master’s degree centered on multi-modality and machine reading comprehension.

Publications


  1. ACL'24
    Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
    ACL'24 | Findings of the Association for Computational Linguistics: ACL 2024

  2. EMNLP'23
    Xinyu Wang, Lin Gui, Yulan He
    EMNLP'23 | Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023.

  3. ACL'23
    Xinyu Wang, Lin Gui, Yulan He
    ACL'23 | Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, 2023.

  4. EMNLP'20-NLPBT
    Xinyu Wang, Xiaowen Sun, Tan Yang, Hongbo Wang
    EMNLP'20-NLPBT | Proceedings of the First International Workshop on Natural Language Processing Beyond Text, 2020.

  5. EMNLP'20-DeeLIO
    Xinyu Wang, Hongsheng Zhao, Tan Yang, Hongbo Wang
    EMNLP'20-DeeLIO | Proceedings of Deep Learning Inside Out: The First Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2020.

  6. ACL'24
    Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
    ACL'24 | Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024.

  7. COLING'24-FinNLP-KDF-ECONLP
    Saif Majdi AlNajjar, Xinyu Wang, Yulan He
    COLING'24-FinNLP-KDF-ECONLP | Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing @ LREC-COLING 2024

  8. Book
    Xiaowen Sun, Xinyu Wang, Tan Yang
    Posts and Telecommunications Press, 2022.

  9. IEEE Access
    Xinyu Wang, Tan Yang, Yidong Cui, Yuehui Jin, Hongbo Wang
    IEEE Access, 2020.


Powered by Jekyll and Minimal Light theme.