Project Experience

During my undergraduate study, I have participated two UROP projects supervised by Professor Xiaojuan Ma and Professor Xiaofang Zhou respectively, through which I have gradually discovered my passion for research.

Throughout the last year of my undergrad, I have also been fortunate to be advised by Professor Gary Chan for my final year project on video analytics and occupancy detection in smart parking lots.

Additionally, I have done a list of course projects spanning a wide range of areas, which gave me the chance to enrich my skill set.

Publications

• Exploring the Effects of Event-induced Sudden Influx of Newcomers to Online Pop Music Fandom Communities: Content, Interaction, and Engagement.
  Qingyu Guo, Chuhan Shi, Zhuohao Yin, Chengzhong Liu, Xiaojuan Ma.
  in Proceedings of the ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2023). [doi], [pdf]

Preprints

• HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual Assistance.
  Zhuohao Yin, Xin Huang.
  arXiv Preprint, 2023. [pdf], [code]

• Semantically-aware Mask CycleGAN for Translating Artistic Portraits to Photo-realistic Visualizations.
  Zhuohao Yin.
  arXiv Preprint, 2023. [pdf], [code]

Other Projects

Data Analytics

• Purchase Analysis & Customer Profiling with PySpark. Mar. 2023 - May. 2023
  (Course Project, instructor: Professor Ke Yi). [pdf]

• Big Data Analytics on Trip Advisor Hotel Ratings and Reviews. Oct. 2023 - Dec. 2023
  (Course Project, instructor: Professor Ki Chan). [pdf]

Artificial Intelligence

• Exploring Prompting Methods for Few-shot Text Mining. Mar. 2024 - May. 2024
  (Course Project, instructor: Professor Raymond Chi-Wing Wong). [pdf], [code]

• Real-time Parking Vacancy Detection System Using Fisheye Cameras. Jun. 2022 - Apr. 2023
  (Final Year Project, advisor: Professor Gary Chan). [pdf], [code], [demo]
  • Team members: Qihao He, Zhaorun Lin, Zhuohao Yin, Siyuan Zhou.
  • 🎉 Won the Best FYP Award in the year of 2022-23.
• Multi-agent Path-finding System. Mar. 2022 - Apr. 2022
  (Course Project, instructor: Professor Fangzhen Lin). [code]

Data Visualization

• Large-Scale Spatiotemporal Data Analytics and Learning. Sep. 2022 - Dec. 2022
  (UROP Project, advisor: Professor Xiaofang Zhou). [pdf], [code]