My name is Hao Miao. I am currently a PhD Fellow in the Department of Computer Science at Aalborg University under the supervision of Prof. Christian S. Jensen, Prof. Chenjuan Guo and Prof. Yan Zhao. I also work closely with Prof. Bin Yang . From September 2023 to February 2024, I was a visiting PhD at Nanyang Technological University (NTU) advised by Prof. Gao Cong.

I received my Master degree in Computer Science from Nanjing University of Aeronautics and Astronautics (NUAA) in 2021. From 2018 to 2021, I studied in BigData 4 Urban Intelligence Lab led by Prof. Senzhang Wang. From August 2020 to April 2021, I was a research intern at Tencent supervised by Dr. Diansheng Guo. I also worked as a Research Assistant at PolyU advised by Dr. Jiaxing Shen from May 2021 to November 2021.

My main research interests lie in

  • Spatio-Temporal Data Mining
  • Trajectory Analytics, Spatial Crowdsourcing
  • Federated Learning, Continuous Learning
  • Large Language Model, Graph Neural Network

I have published 10+ papers at the top-tier DB/DM conferences and journals such as ICDE, CIKM, and TKDE.

I am looking for Postdoctoral/Faculty positions. If you are interested, please feel free to contact me. :-)

🔥 News

  • 2024.05: 🎉 One paper is accepted by SIGKDD 2024
  • 2024.04: 🎉 One paper is accepted by IJCAI 2024
  • 2024.04: 🎉 One paper is published at TKDE 2024
  • 2023.12: 🎉 Two papers are accepted by ICDE 2024
  • 2023.09: I start studying at NTU, Singapore, as a visiting PhD

📝 Publications

SIGKDD 2024
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PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection [CCF A]

Ronghui Xu, Hao Miao, Senzhang Wang, Philip S. Yu, Jianxin Wang.

ICDE 2024
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A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data [CCF A]

Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen.

ICDE 2024
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LightTR: A Lightweight Framework for Federated Trajectory Recovery [CCF A]

Ziqiao Liu*, Hao Miao* (Co-first Author), Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li.

Code

TKDE 2024
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Task Assignment with Efficient Federated Preference Learning in Spatial Crowdsourcing [CCF A]

Hao Miao, Xiaolong Zhong, Jiaxin Liu, Yan Zhao, Xiangyu Zhao, Weizhu Qian, Kai Zheng, and Christian S. Jensen.

🎖 Honors and Awards

  • 2020.10 CIKM2020 SIGIR Student Travel Grant

📖 Educations

  • 2021.12 - now, PhD Fellow, Aalborg University, Denmark.
  • 2023.09 - 2024.02, Visiting PhD, Nanyang Technological University, Singapore.
  • 2018.09 - 2021.04, Master, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
  • 2019.09 - 2019.12, Visiting Student, Hong Kong Polytechnic University, Hong Kong SAR.

💻 Internships

  • 2021.05 - 2021.11, Research Assistant, Hong Kong Polytechnic University, Hong Kong SAR.
  • 2020.08 - 2021.04, Research Intern, Tencent, Beijing.

👀 Visitors