Yunqing LIU (刘云清)

Yunqing LIU (刘云清)

PhD candidate in PolyU

About Me

I am currently a PhD candidate at the Department of Computing (COMP), The Hong Kong Polytechnic University (PolyU) , under the supervision of Dr. Wenqi Fan. Before joining the PolyU, I received my Master’s degree in Computer Science from the University of Edinburgh (M.Sc. in Computer Science) . In 2020, I got my bachelor’s degrees from Wuhan University (B.Sc. in Chemistry and B.Eng. in Computer Science and Technology) . I am a self-motivated person and have a strong passion for scientific research. Currently, my research interest lies in AI4Science, Graph Neural Networks, and Natural Language Processing. I am always welcoming collaboration from solid partners.

Research Interest

  • AI for Science
  • Graph Neural Networks (GNNs)
  • Natural Language Processing (NLP)

Publications

Recommender Systems in the Era of Large Language Models (LLMs)
Wenqi Fan, Zihuai Zhao, Jiatong Li, Yunqing Liu, Xiaowei Mei, Yiqi Wang, Jiliang Tang, Qing Li
IEEE Transactions on Knowledge and Data Engineering (TKDE)
arXiv PDF Tutorial
IEEE TKDE
sym

Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective
Jiatong Li*, Yunqing Liu*, Wenqi Fan, Xiao-Yong Wei, Hui Liu, Jiliang Tang, Qing Li
IEEE Transactions on Knowledge and Data Engineering (TKDE)
*Co-first author
arXiv PDF Code 中文Chinese
IEEE TKDE
sym
Generative Diffusion Models on Graphs: Methods and Applications
Chengyi Liu, Wenqi Fan, Yunqing Liu, Jiatong Li, Hang Li, Hui Liu, Jiliang Tang, Qing Li
The 32nd International Joint Conference On Artificial Intelligence (IJCAI 2023)
arXiv PDF 中文Chinese Github Poster
IJCAI 2023
sym

Improving User Controlled Table-To-Text Generation Robustness
Hanxu Hu, Yunqing Liu, Zhongyi Yu and Laura Perez-Beltrachini
Findings of the Association for Computational Linguistics (EACL 2023)
arXiv PDF Code
EACL 2023
sym

Late-Stage Photoredox C–H Amidation of N-Unprotected Indole Derivatives: Access to N-(Indol-2-yl)amides
Yue Weng, Bo Ding, Yunqing Liu, Chunlan Song, Lo-Ying Chan, and Chien-Wei Chiang
Organic Letters, 2021, 23(7), 2710-2714
Website PDF
Org. Lett.
sym

Selective Photoredox Trifluoromethylation of Tryptophan-Containing Peptides
Bo Ding, Yue Weng, Yunqing Liu, Chunlan Song, Le Yin, Jiafan Yuan, Yanrui Ren, Aiwen Lei, Chien-Wei Chiang
European Journal of Organic Chemistry, 2019, 46(12), 7596-7605
Website PDF
EurJOC
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Education

  •    Ph.D student in Computing | 2023.01 - Now
       The Hong Kong Polytechnic University
       Advisor: Dr. Wenqi Fan and Prof. Qing Li

  •    MSc in Computer Science | 2021.09 - 2022.11
       University of Edinburgh
       Advisor: Dr. Elizabeth Polgreen

  •    BEng in Computer Science and Technology | 2017.09 - 2020.06
       Wuhan University
       Advisor: Dr. Huajun Liu

  •    BSc in Chemistry | 2016.09 - 2020.06
       Wuhan University
       Advisor: Dr. Chien-Wei Chiang and Prof. Aiwen Lei

Working Experience

  • Research Assistant | 2022.10 - 2023.01 | Hong Kong
    Department of Computing, Hong Kong Polytechnic University
    Advisor: Dr. Wenqi Fan and Prof. Qing Li
  • Research Assistant | 2020.12 - 2021.05 | Beijing
    State Key Laboratory of Computer Science (SKLCS), Institute of Software, Chinese Academy of Sciences
    Advisor: Dr. Zhendong Lei and Prof. Shaowei Cai