Hi! Iβm currently a first year PhD student in Civil and Environmental Engineering at Northeastern University. I am fortunate to be advised by Prof. Qi Ryan Wang. Previously, I completed my undergrad in Computer Science and Mathematics at Rensselaer Polytechnic Institute and worked with Prof. Jianxi Gao.
My primary research interest lies in leveraging machine learning methods in the realm of urban science and environmental health. If you have any questions or interested in my work, feel free to reach out to me at he.haoyu1@northeastern.edu.
π₯ News
- November 2023: Iβll be attending the ACM SIGSPATIAL 2023 conference in Hamburg, Germany, having been honored with travel grants from NSF and Northeastern University PhD Network. My deepest thanks to them for this opportunity!
- May 2023: Β ππ Iβm accepted by Northeastern University!
π Publications
2024
- Pretrained Mobility Transformer: A Foundation Model for Human Mobility
Xinhua Wu, Haoyu He, and Qi Ryan Wang
preprint
2023
- Forecasting Urban Mobility using Sparse Data: A Gradient Boosted Fusion Tree Approach
Haoyu He, Xinhua Wu, and Qi Ryan Wang
1st ACM SIGSPATIAL International Workshop on the Human Mobility Prediction Challenge
2022
- Percolation of Temporal Hierarchical Mobility Networks during COVID-19
Haoyu He, Hengfang Deng, Qi Ryan Wang, and Jianxi Gao
Philosophical Transactions of the Royal Society A
π Educations
- May 2023 - present: Ph.D. in Civil and Environmental Engineering, Northeastern University
- August 2018 - December 2021: B.S. in Computer Science and Mathematics, Rensselaer Polytechnic Institute
π Honors and Awards
- National Science Foundation (NSF) Travel Grant Recipient for ACM SIGSPATIAL 2023, November 2023
- Magna Cum Laude, Rensselaer Polytechnic Institute, May 2022
- Deanβs Honor List (all semesters), Rensselaer Polytechnic Institute, 2018 - 2021
π Teaching
- Machine Learning and Data Mining I (DS 4400) Teaching Assistant, Northeastern University, Spring 2023
- Foundations of Computer Science (CSCI 2200) Mentor, Rensselaer Polytechnic Institute, Spring 2020 Fall 2020 Spring 2021
- Computer Science I (CSCI 1100) Mentor, Rensselaer Polytechnic Institute, Fall 2019