CV

Education

• Ph.D. in Computer Science, National University of Singapore (Aug 2021 - Present)
• B.Comp in Computer Science, National University of Singapore (Aug 2017 - May 2021)

Experience

• Research Assistant, National University of Singapore (Aug 2021 - Present)

• Data Scientist Intern, Television Content Analytics, Singapore (Aug 2020 - Aug 2021)

• Software Engineer Intern, NUS Artificial Intelligence Centre, Suzhou, China (May 2019 - Aug 2019)

Selected Publications:

1. Liu, Z., Jiang, K., Ma, M., Hou, Z., Lin, Y., & Dong, J. S. (2025).
   F3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos.
   International Conference on Learning Representations (ICLR), 2025.
   🌐 Project Page | 📄 Paper Link | 💻 Code

2. Liu, Z., Chen Dong, Jia Wei Chen, Alvin Min Jun Jiang, Guanzhou Chen, Aayan Faraz Shaikh, Tian Yu Dong, Chen Wang, Kan Jiang, Jin Song Dong. (2024).
   Analyzing the Formation Strategy in Tennis Doubles Game.
   SN Computer Science, 2024.
   📄 Paper Link

3. Liu, Z., Jiang, K., Hou, Z., Lin, Y., & Dong, J. S. (2023, December).
   Insight Analysis for Tennis Strategy and Tactics.
   IEEE International Conference on Data Mining (ICDM).
   📄 Paper Link

4. Liu, Z., Ma, M., Jiang, K., Hou, Z., Shi, L., & Dong, J. S. (2024).
   PCSP# Denotational Semantics with an Application in Sports Analytics.
   Springer Nature Switzerland.
   📄 Paper Link

5. Liu, Z., Dong, C., Wang, C., Dong, TY. (2024, July).
   Exploring Team Strategy Dynamics in Tennis Doubles Matches.
   International Sports Analytics Conference and Exhibition (ISACE), LNCS Springer.
   📄 Paper Link

6. Liu, Z., Durrani, M., Leong, YX., Simon, JF., Tan, YF. (2024, July).
   Strategy Analysis in NFL Using Probabilistic Reasoning.
   International Sports Analytics Conference and Exhibition (ISACE), LNCS Springer. 📄 Paper

7. Dong, J. S., Jiang, K., Liu, Z., Dong, C., Hou, Z., Hundal, R. S., & Lin, Y. (2023, June).
   Sports Analytics Using Probabilistic Model Checking and Deep Learning.
   International Conference on Engineering of Complex Computer Systems (ICECCS), IEEE. 📄 Paper

8. Jiang, K., Izadi, M., Liu, Z., & Dong, J. S. (2020, October).
   Deep Learning Application in Broadcast Tennis Video Annotation.
   International Conference on Engineering of Complex Computer Systems (ICECCS), IEEE. 📄 Paper

Honors and Awards

• 🏆 Research Achievement Award, National University of Singapore (2024)
• 🏆 ISACE Best Paper Award, International Sports Analytics Conference and Exhibition (ISACE) (2024)
• 🏆 Outstanding Computing Project (Final Year Project) Prize, National University of Singapore (2021)
• 🎓 Science & Technology Undergraduate Scholarship, National University of Singapore (2017-2021)

• Teaching

  Teaching Assistant, CS4211 Formal Methods for Software Engineering, 2024

✉️ Contact
📧 liuzy@nus.edu.sg
📚 Google Scholar 🔗 LinkedIn
🐙 GitHub