ML Anthology

Dong, Xuanyi

22 publications

FTML 2024 Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
NeurIPS 2023 DoReMi: Optimizing Data Mixtures Speeds up Language Model Pretraining Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V Le, Tengyu Ma, Adams Wei Yu
NeurIPS 2023 Symbolic Discovery of Optimization Algorithms Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V Le
IJCAI 2022 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
WACV 2021 Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang
ICLR 2021 Isometric Propagation Network for Generalized Zero-Shot Learning Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang
NeurIPS 2021 Recognizing Vector Graphics Without Rasterization Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
ICLR 2020 NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search Xuanyi Dong, Yi Yang
NeurIPS 2020 PyGlove: Symbolic Programming for Automated Machine Learning Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc V. Le
JMLR 2020 Self-Paced Multi-View Co-Training Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang
AAAI 2019 A Bottom-up Clustering Approach to Unsupervised Person Re-Identification Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang
ICCV 2019 Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
NeurIPS 2019 Network Pruning via Transformable Architecture Search Xuanyi Dong, Yi Yang
ICCV 2019 One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong, Yi Yang
CVPR 2019 Searching for a Robust Neural Architecture in Four GPU Hours Xuanyi Dong, Yi Yang
ICCV 2019 Teacher Supervises Students How to Learn from Partially Labeled Images for Facial Landmark Detection Xuanyi Dong, Yi Yang
CVPR 2018 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
IJCAI 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
CVPR 2018 Style Aggregated Network for Facial Landmark Detection Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
CVPR 2018 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
CVPR 2017 More Is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
ICML 2017 Self-Paced Co-Training Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong