Publications

New Another Vertical View: A Hierarchical Network for Heterogeneous Trajectory Prediction via Spectrums

B. Xia, C. Wong, D. Xu, Q. Peng, X. You.

Journal

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

GitHub Paper Homepage

New Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations

C. Wong, Z. Zou, B. Xia, X. You.

Conference

IEEE/CVF International Conference on Computer Vision 2025

GitHub Paper Homepage

Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction

Z. Zou, C. Wong, B. Xia, Q. Peng, X. You.

Conference

IEEE/CVF International Conference on Computer Vision 2025 Workshops.

GitHub Paper Homepage

SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory Prediction

C. Wong, B. Xia, Z. Zou, X. You.

In progress

arXiv preprint arXiv:2409.14984, 2024.

GitHub Paper Homepage

SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction

C. Wong, B. Xia, Z. Zou, Y. Wang, X. You.

Conference

IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024

GitHub Paper Homepage

MSN: Multi-Style Network for Trajectory Prediction

C. Wong, B. Xia, Q. Peng, W. Yuan, X. You

Journal

IEEE Transactions on Intelligent Transportation Systems, 2023

GitHub Paper Homepage

View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums

C. Wong, B. Xia, Z. Hong, Q. Peng, W. Yuan, Q. Cao, Y. Yang, X. You

Conference

European Conference on Computer Vision 2022

GitHub Paper Homepage

CSCNet: Contextual Semantic Consistency Network for Trajectory Prediction in Crowded Spaces

B. Xia, C. Wong, Q. Peng, W. Yuan, X. You

Journal

Pattern Recognition, page 108552, 2022

Paper