Scholar
Yi Xu
Google Scholar ID: 12bRAdsAAAAJ
Northeastern Univerity
Citations & Impact
Citations
499
H-index
12
i10-index
15
Publications
20
Co-authors
0
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- TPAMI 2025: 'Gaussian Mixture Conditional Variational Recurrent Neural Network for Unified Trajectory Imputation and Prediction'
- ICDM 2025: Two papers on unsupervised multivariate time series representation learning (MTS-DMAE) and role-aware trajectory modeling in sports (AdaSports-Traj)
- ICLR 2025: 'Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports' (public code, datasets, and models)
- CVPR 2024: 'Adapting to Length Shift: FlexiLength Network for Trajectory Prediction'
- CVPR 2023: Two papers on trajectory imputation & prediction and future action localization
- NeurIPS 2023: Paper on graph structure learning
- ICDM 2023: Paper on adaptive optimizer design
- ACM MM 2023: Paper on layout prediction
- NeurIPS 2022: Paper on video recognition
- ICDM 2022: Paper on video anomaly detection
- CIKM 2022: Paper on unsupervised anomaly detection
- IJCAI 2022: Paper on cross-domain few-shot learning
- CVPR 2022: Paper on adaptive pedestrian trajectory prediction
- ICONIP 2021: Paper on pedestrian trajectory prediction with active learning
- RA-L/ICRA 2021: Paper on pedestrian trajectory prediction
- ACM Trans Intel Syst Tec: Paper on vehicle trajectory prediction
- AAAI 2020: Paper on pedestrian trajectory prediction
- Released an LLM-based survey on trajectory prediction on arXiv with a GitHub repository
Co-authors