Xuanyi Dong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 63

Top Topics

Landmark Detection

Neural Architecture

Partially Labeled

Top Venues

Publications

Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Automated Deep Learning: Neural Architecture Search Is Not the End. Found. Trends Mach. Learn. 17 (5) (2024)
Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy S. Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining. NeurIPS (2023)
Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le
Symbolic Discovery of Optimization Algorithms. NeurIPS (2023)
Daiyi Peng, Xuanyi Dong, Esteban Real, Yifeng Lu, Quoc V. Le
PyGlove: Efficiently Exchanging ML Ideas as Code. CoRR (2023)
Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining. CoRR (2023)
Xiangning Chen, Chen Liang, Da Huang, Esteban Real, Kaiyuan Wang, Yao Liu, Hieu Pham, Xuanyi Dong, Thang Luong, Cho-Jui Hsieh, Yifeng Lu, Quoc V. Le
Symbolic Discovery of Optimization Algorithms. CoRR (2023)
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version. CoRR (2022)
Yanqi Zhou, Xuanyi Dong, Tianjian Meng, Mingxing Tan, Berkin Akin, Daiyi Peng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon
Towards the Co-design of Neural Networks and Accelerators. MLSys (2022)
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting. IJCAI (2022)
Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang
Isometric Propagation Network for Generalized Zero-shot Learning. CoRR (2021)
Xuanyi Dong, Yi Yang, Shih-En Wei, Xinshuo Weng, Yaser Sheikh, Shoou-I Yu
Supervision by Registration and Triangulation for Landmark Detection. CoRR (2021)
Yanqi Zhou, Xuanyi Dong, Berkin Akin, Mingxing Tan, Daiyi Peng, Tianjian Meng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon
Rethinking Co-design of Neural Architectures and Hardware Accelerators. CoRR (2021)
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision. CoRR (2021)
Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang
Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation. WACV (2021)
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang
Isometric Propagation Network for Generalized Zero-shot Learning. ICLR (2021)
Xuanyi Dong, Andreas Weisshaar
Compact Design of Passive Networks in RF and Millimeter-Wave Integrated Circuits (invited). BCICTS (2021)
Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
Recognizing Vector Graphics without Rasterization. CoRR (2021)
Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
Recognizing Vector Graphics without Rasterization. NeurIPS (2021)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Hanxiao Liu, Gabriel Bender, Adam Kraft, Chen Liang, Quoc V. Le
PyGlove: Symbolic Programming for Automated Machine Learning. CoRR (2021)
Xuanyi Dong, Yi Yang, Shih-En Wei, Xinshuo Weng, Yaser Sheikh, Shoou-I Yu
Supervision by Registration and Triangulation for Landmark Detection. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Automated Deep Learning: Neural Architecture Search Is Not the End. CoRR (2021)
Xuanyi Dong, Yi Yang
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search. ICLR (2020)
Xuanyi Dong, Yi Yang
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search. CoRR (2020)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc Le
PyGlove: Symbolic Programming for Automated Machine Learning. NeurIPS (2020)
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks. IEEE Trans. Cybern. 50 (8) (2020)
Xuanyi Dong, Mingxing Tan, Adams Wei Yu, Daiyi Peng, Bogdan Gabrys, Quoc V. Le
AutoHAS: Differentiable Hyper-parameter and Architecture Search. CoRR (2020)
Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang
Self-paced Multi-view Co-training. J. Mach. Learn. Res. 21 (2020)
Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys
NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size. CoRR (2020)
Peike Li, Xuanyi Dong, Xin Yu, Yi Yang
When Humans Meet Machines: Towards Efficient Segmentation Networks. BMVC (2020)
Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang
A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification. AAAI (2019)
Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wei Bian, Yi Yang
Progressive Learning for Person Re-Identification With One Example. IEEE Trans. Image Process. 28 (6) (2019)
Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification. ICCV (2019)
Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification. CoRR (2019)
Xuanyi Dong, Yi Yang
Network Pruning via Transformable Architecture Search. CoRR (2019)
Xuanyi Dong, Yan Yan, Mingkui Tan, Yi Yang, Ivor W. Tsang
Late Fusion via Subspace Search With Consistency Preservation. IEEE Trans. Image Process. 28 (1) (2019)
Xuanyi Dong, Yi Yang
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. CoRR (2019)
Xuanyi Dong, Yi Yang
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. ICCV (2019)
Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng
Few-Example Object Detection with Model Communication. IEEE Trans. Pattern Anal. Mach. Intell. 41 (7) (2019)
Xuanyi Dong, Yi Yang
Searching for a Robust Neural Architecture in Four GPU Hours. CVPR (2019)
Xuanyi Dong, Yi Yang
Searching for A Robust Neural Architecture in Four GPU Hours. CoRR (2019)
Xuanyi Dong, Yi Yang
Network Pruning via Transformable Architecture Search. NeurIPS (2019)
Xuanyi Dong, Yi Yang
One-Shot Neural Architecture Search via Self-Evaluated Template Network. CoRR (2019)
Xuanyi Dong, Yi Yang
One-Shot Neural Architecture Search via Self-Evaluated Template Network. ICCV (2019)
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. CoRR (2018)
Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors. CVPR (2018)
Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu
Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering. ACM Multimedia (2018)
Fengda Zhu, Xiaohan Wang, Linchao Zhu, Xuanyi Dong, Yi Yang
UTS_CAI submission at TRECVID 2018 Ad-hoc Video Search Task. TRECVID (2018)
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang
Progressive Deep Neural Networks Acceleration via Soft Filter Pruning. CoRR (2018)
Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
Style Aggregated Network for Facial Landmark Detection. CVPR (2018)
Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors. CoRR (2018)
Fan Ma, Peike Li, Linchao Zhu, Xuanyi Dong, Yanbin Liu, Yi Yang
Activities in Extended Video. TRECVID (2018)
Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
Style Aggregated Network for Facial Landmark Detection. CoRR (2018)
Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang
Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. CVPR (2018)
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. IJCAI (2018)
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
More is Less: A More Complicated Network with Less Inference Complexity. CoRR (2017)
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
More is Less: A More Complicated Network with Less Inference Complexity. CVPR (2017)
Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang
A Dual-Network Progressive Approach to Weakly Supervised Object Detection. ACM Multimedia (2017)
Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong
Self-Paced Co-training. ICML (2017)
Guoliang Kang, Xuanyi Dong, Liang Zheng, Yi Yang
PatchShuffle Regularization. CoRR (2017)
Xuanyi Dong, Guoliang Kang, Kun Zhan, Yi Yang
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks. CoRR (2017)
Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng
Few-shot Object Detection. CoRR (2017)
Linchao Zhu, Xuanyi Dong, Yi Yang, Alexander G. Hauptmann
UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization. TRECVID (2016)