Haoran Yang | 杨浩然
Ph.D. Candidate

Data Science and Machine Intelligence (DSMI) Lab
School of Computer Science
Faculty of Engineering and Information Technology
University of Technology Sydney

Location: 15 Broadway Ultimo NSW 2007 Australia
News | Research Interest | Education | Publications | Projects | Professional Services | Awards

Email: Haoran.Yang-2 AT student DOT uts DOT edu DOT au
[LinkedIn] [Google Scholar]

News

Research Interest

My research interests include but not limit to Graph Neural Networks, Recommendation Systems and Knowledge Graphs. Currently, I focus on the following research topics:

Education

Publications

*: Equal Contribution, †: Corresponding Author

Conference Papers:


Chapters:

  • Chen H., Li Y., Yang H. (2021) "Graph Data Mining in Recommender Systems". In: Zhang W., Zou L., Maamar Z., Chen L. (eds) Web Information Systems Engineering – WISE'2021. Lecture Notes in Computer Science, vol 13081. Springer, Cham. (Invited Paper)

Workshop Papers & Preprints:

  • Sixiao Zhang, Hongxu Chen, Haoran Yang, Xiangguo Sun, Philip S. Yu, Guandong Xu, “Graph Masked Autoencoders with Transformers”, Submitted to IEEE Transactions on Knowledge and Data Engineering (TKDE), Under Review.

Tutorials

  • Hongxu Chen, Yicong Li, Haoran Yang, “Graph Data Mining in Recommender Systems”, The 22nd International Conference on Web Information Systems Engineering (WISE'2021), Melbourne, Australia, 26th-29th October 2021. [Slides]

Projects

  • An Information Retrieval-based (IR-based) Approach Combining with Code Independence for Updating Requirments | 基于代码依赖紧密度的过时需求更新技术研究 (2018年江苏省大学生创新训练计划项目)

Professional Services

Journal Reviewer:

  • IEEE Transactions on Knowledge and Data Engineering (TKDE)
  • ACM Transactions on Information Systems (TOIS)
  • World Wide Web Journal (WWWJ)

Conference Reviewer:

  • CIKM'2022, IJCNN'2022, KDD'2022, IJCAI'2022, AAAI'2022, SDM'2022, WWW'2022, WWW'2021, IJCAI'2021, KDD'2021, CIKM'2021

Awards

  • 2022.04, UTS Vice-Chancellor's Postgraduate Research Students Conference Fund 2022 - Online Round 1
  • 2021.10, UTS Vice-Chancellor's Postgraduate Research Students Conference Fund 2021 - Online Round 3
  • 2021.02, Australian Research Council Linkage Project Scholarship, University of Technology Sydney
  • 2021.02, International Research Scholarship, University of Technology Sydney
  • 2019.11, Scholarship for Elite, Nanjing University | 南京大学菁英奖学金
  • 2019.11, People's Scholarship | 人民奖学金
  • 2019.04, MCM/ICM 2019 Honorable Mention
  • 2018.11, Scholarship for Elite, Nanjing University | 南京大学菁英奖学金
  • 2018.11, People's Scholarship | 人民奖学金
  • 2018.11, The 14th Citi Financial Innovation Application Competition, Third Prize, Top 8 in Nationwide | 第十四届“花旗杯”金融创新大赛,三等奖,全国八强