Scholar
Haoyu He
Google Scholar ID: jt5mkqsAAAAJ
Ph.D. candidate, Northeastern University
Citations & Impact
Citations
38
H-index
4
i10-index
1
Publications
5
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility, NeurIPS 2025
- - ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction, 2nd ACM SIGSPATIAL International Workshop on the Human Mobility Prediction Challenge
- - Pretrained Mobility Transformer: A Foundation Model for Human Mobility, preprint
- - Forecasting Urban Mobility using Sparse Data: A Gradient Boosted Fusion Tree Approach, 1st ACM SIGSPATIAL International Workshop on the Human Mobility Prediction Challenge
- - Percolation of Temporal Hierarchical Mobility Networks during COVID-19, Philosophical Transactions of the Royal Society A, 2022
- - Awards:
- - PhD Outstanding Research Award, College of Engineering, Northeastern University, March 2025
- - 1st Place in the Human Mobility Prediction Challenge 2024, October 2024
- - National Science Foundation (NSF) Travel Grant Recipient for ACM SIGSPATIAL 2023, November 2023
- - Magna Cum Laude, Rensselaer Polytechnic Institute, May 2022
Research Experience
- - Northeastern University, PhD Candidate, May 2023 - present
- - Projects: Research on human mobility and spatio-temporal dynamics, utilizing machine learning techniques
- - Positions: Teaching Assistant for DS 4400 Machine Learning and Data Mining I, Northeastern University, Spring 2023
- - Mentor for CSCI 2200 Foundations of Computer Science, Rensselaer Polytechnic Institute, Spring 2020 to Spring 2021
- - Mentor for CSCI 1100 Computer Science I, Rensselaer Polytechnic Institute, Fall 2019
Education
- - Ph.D.: Civil and Environmental Engineering, Northeastern University, May 2023 - present, Advisor: Prof. Qi Ryan Wang
- - B.S.: Computer Science and Mathematics, Rensselaer Polytechnic Institute, August 2018 - December 2021, Advisor: Prof. Jianxi Gao
Background
- - Research Interests: Integration of machine learning with urban science, addressing challenges in human mobility and spatio-temporal dynamics
- - Field: Civil and Environmental Engineering
- - Brief Introduction: Currently a PhD candidate in Civil and Environmental Engineering at Northeastern University, advised by Prof. Qi Ryan Wang. Completed undergraduate studies in Computer Science and Mathematics at Rensselaer Polytechnic Institute, and worked with Prof. Jianxi Gao.
Miscellany
- Personal interests not mentioned
