Controllable Human-Object Interaction Synthesis via Progressive and Invertible Condition Injection

Xiaotong Lin, Tianming Liang, Heng Li, Jiangxin Sun, Jianguo Zhang, Jian-Fang Hu*

International Journal of Computer Vision, 2026.

MotionHiFlow: Text-to-motion via hierarchical flow matching

Heng Li, Xiaotong Lin, Ling-An Zeng, Yulei Kang, Shuai Li, Jian-Fang Hu*

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.

[Paper] / [Code].

Human motion prediction via continual prior compensation

Jianwei Tang, Jian-Fang Hu*, Tianming Liang, Xiaotong Lin, Jiangxin Sun, Wei-Shi Zheng, Jianhuang Lai

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026.

[Paper].

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection

Xing Liufu, Chaolei Tan, Xiaotong Lin, Yonggang Qi, Jinxuan Li, Jian-Fang Hu*

AAAI Conference on Artificial Intelligence, 2025.

[Arxiv] / [Code]

Progressive Pretext Task Learning for Human Trajectory Prediction

Xiaotong Lin, Tianming Liang, Jianhuang Lai, Jian-Fang Hu*

European Conference on Computer Vision, 2024.

[Paper] / [Code].

Beyond Minimum-of-N: Rethinking the Evaluation and Methods of Pedestrian Trajectory Prediction

Linhui Li, Xiaotong Lin, Yejia Huang, Zizhen Zhang*, Jian-Fang Hu*

IEEE Transactions on Circuits and Systems for Video Technology, 2024.

[Paper]

Temporal Continual Learning with Prior Compensation for Human Motion Prediction

Jianwei Tang, Jiangxin Sun, Xiaotong Lin, Lifang Zhang, Wei-Shi Zheng, Jian-Fang Hu*

Advances in Neural Information Processing Systems, 2023

[Paper] / [Code].