Yuanbo Tang

Yuanbo Tang

Tsinghua University

I am currently a PhD student at Tsinghua University. My supervisor is Professor Li Yang. I graduated from School of Information Science and Engineering, Southeast University in Nanjing with a bachelor’s degree. I have published 7 academic papers including co-authoring.

My research areas include:

  • Trajectory data mining
  • Explainable machine learning
  • Dictionary learning
  • Sparse representation learning

🎓 Education

  • 2014.09 - 2021.06, School of Information Science and Engineering, Southeast University, Nanjing, Jiangsu, undergraduate & master
  • 2022.09 - 2026.06, Institute of Data and Information, Tsinghua University, Shenzhen, Guangdong, Ph.D

📝 Papers

English

ACM SIGSPATIAL 2023
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  • Yuanbo Tang , Zhiyuan Peng, and Yang Li. “Explainable Trajectory Representation through Dictionary Learning.” In Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 1–4. SIGSPATIAL ‘23. New York, NY, USA: Association for Computing Machinery, 2023.
ACM MobiCom 2024
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  • Yiwen Liu, Dongdong Zhang, Xinyu Yang, Yuanbo Tang, Yang Chen, Qingmin Liao, and Yang Li. “Predicting Community Case Transfer Path and Processing Time Using Decoder Models.” In Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2078–83. ACM MobiCom ‘24. New York, NY, USA: Association for Computing Machinery, 2024. https://doi.org/10.1145/3636534.3694738.

  • Yuanbo Tang, Yutong Tang, Ning Zhang, Meihan Chen, and Yang Li. “Unveiling Hidden Collaboration within Mixture-of-Experts in Large Language Models,” In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026).

  • Yuanbo Tang, Yan Tang, Zixuan Zhang, Zihui Zhao, and Yang Li. “Data-Efficient and Robust Trajectory Generation through Pathlet Dictionary Learning,” In Conference on Parsimony and Learning (CPAL 2026).

  • Zhengzhong Zhao, Yuanbo Tang, Jiaqi Ren, Xinyu Zhang, and Yang Li. “A Unified Probabilistic Framework for Dictionary Learning with Parsimonious Activation,” arXiv preprint arXiv:2509.25690, 2025.

  • Zhiyuan Peng, Ning Zhang, Yuanbo Tang, and Yang Li. “Dy-Mer: An Explainable DNA Sequence Representation Scheme Using Dictionary Learning,” Journal of the Franklin Institute, 108307, 2025.

🏅 Awards

  • 2025.06 Tsinghua University Future Leaders Scholarship
  • 2024.06 Tsinghua University Future Leaders Scholarship
  • 2023.06 Tsinghua University Future Leaders Scholarship
  • 2019.06 Southeast university merit student
  • 2018.06 Southeast university The first-grade scholarship
  • 2017.12 First prize in East China Division of National Robot Competition

🏛️ International Conference

  • 2023.11, ACM SIGSPATIAL 2023 (International Conference on Advances in Geographic Information Systems), Hamburg, Germany, Oral Presentation.