| 2022 | IJCAI | Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting. | Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan |
| 2021 | ICLR | Isometric Propagation Network for Generalized Zero-shot Learning. | Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang |
| 2021 | WACV | Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation. | Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang |
| 2020 | BMVC | When Humans Meet Machines: Towards Efficient Segmentation Networks. | Peike Li, Xuanyi Dong, Xin Yu, Yi Yang |
| 2020 | ICLR | NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search. | Xuanyi Dong, Yi Yang |
| 2019 | AAAI | A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification. | Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang |
| 2019 | CVPR | Searching for a Robust Neural Architecture in Four GPU Hours. | Xuanyi Dong, Yi Yang |
| 2019 | ICCV | Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. | Xuanyi Dong, Yi Yang |
| 2019 | ICCV | One-Shot Neural Architecture Search via Self-Evaluated Template Network. | Xuanyi Dong, Yi Yang |
| 2019 | ICCV | Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification. | Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang |
| 2018 | CVPR | Style Aggregated Network for Facial Landmark Detection. | Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang |
| 2018 | CVPR | Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors. | Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh |
| 2018 | CVPR | Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. | Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang |
| 2018 | IJCAI | Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. | Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang |
| 2017 | CVPR | More is Less: A More Complicated Network with Less Inference Complexity. | Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan |
| 2017 | ICML | Self-Paced Co-training. | Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong |