Publications

$\mit{Preprint}$
[1] Xinyu Yang*, Huaxiu Yao*, Allan Zhou, Chelsea Finn, Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations, arXiv 2210.14358 (the short version is presented in NeurIPS 2022 Workshop on Distribution Shifts). [arXiv]

[2] Huaxiu Yao*, Xinyu Yang*, Xinyi Pan, Shengchao Liu, Pang Wei Koh, Chelsea Finn, Leveraging Domain Relations for Domain Generalization, arXiv 2302.02609 (the short version is presented in NeurIPS 2022 Workshop on Distribution Shifts). [arXiv]

$\mit{2023}$
[1] Zhijian Liu*, Xinyu Yang*, Haotian Tang, Shang Yang, Song Han, Flattened Window Attention for Efficient Point Cloud Transformer, in The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR 2023), Vancouver, Canada, Jun. 2023. [arXiv]

[2] Zhijian Liu*, Haotian Tang*, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela Rus, Song Han, BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird’s-Eye View Representation, in 2023 IEEE International Conference on Robotics and Automation (ICRA 2023), London, UK, Jun. 2023. [Project Page] [Code] [arXiv]

$\mit{2022}$
[1] Danning Lao*, Xinyu Yang*, Qitian Wu, Junchi Yan, Variational Inference for Training Graph Neural Networks in Low-Data Regime through Joint Structure-Label Estimation, in Proceedings of the 28th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2022), Washington DC, Aug. 2022 (Research Track). [PDF] [Code] [Slides] [Poster]