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2020 – today
- 2024
[j9]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): 767-920 (2024)- [j8]Shuguang Dou
, Xinyang Jiang, Lu Liu, Lu Ying, Caihua Shan, Yifei Shen, Xuanyi Dong, Yun Wang, Dongsheng Li, Cairong Zhao:
Hierarchically Recognizing Vector Graphics and A New Chart-Based Vector Graphics Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7556-7573 (2024) - 2023
- [c28]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 - [c27]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. NeurIPS 2023 - [i27]Daiyi Peng, Xuanyi Dong, Esteban Real, Yifeng Lu, Quoc V. Le:
PyGlove: Efficiently Exchanging ML Ideas as Code. CoRR abs/2302.01918 (2023) - [i26]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 abs/2302.06675 (2023) - [i25]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 abs/2305.10429 (2023) - 2022
- [j7]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): 3634-3646 (2022) - [c26]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: 1994-2001 - [c25]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 - [i24]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 abs/2204.13767 (2022) - 2021
- [b1]Xuanyi Dong:
Efficient and Reproducible Automated Deep Learning. University of Technology Sydney, Australia, 2021 - [j6]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): 3681-3694 (2021) - [c24]Xuanyi Dong, Andreas Weisshaar:
Compact Design of Passive Networks in RF and Millimeter-Wave Integrated Circuits (invited). BCICTS 2021: 1-4 - [c23]Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang:
Isometric Propagation Network for Generalized Zero-shot Learning. ICLR 2021 - [c22]Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li:
Recognizing Vector Graphics without Rasterization. NeurIPS 2021: 24569-24580 - [c21]Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang:
Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation. WACV 2021: 3742-3751 - [i23]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 abs/2101.08809 (2021) - [i22]Xuanyi Dong, Yi Yang, Shih-En Wei, Xinshuo Weng, Yaser Sheikh, Shoou-I Yu:
Supervision by Registration and Triangulation for Landmark Detection. CoRR abs/2101.09866 (2021) - [i21]Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang:
Isometric Propagation Network for Generalized Zero-shot Learning. CoRR abs/2102.02038 (2021) - [i20]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 abs/2102.08619 (2021) - [i19]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 abs/2108.13465 (2021) - [i18]Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li:
Recognizing Vector Graphics without Rasterization. CoRR abs/2111.03281 (2021) - [i17]Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
Automated Deep Learning: Neural Architecture Search Is Not the End. CoRR abs/2112.09245 (2021) - 2020
- [j5]Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang:
Self-paced Multi-view Co-training. J. Mach. Learn. Res. 21: 57:1-57:38 (2020) - [j4]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): 3594-3604 (2020) - [c20]Peike Li, Xuanyi Dong, Xin Yu, Yi Yang:
When Humans Meet Machines: Towards Efficient Segmentation Networks. BMVC 2020 - [c19]Xuanyi Dong, Yi Yang:
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search. ICLR 2020 - [c18]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 - [i16]Xuanyi Dong, Yi Yang:
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search. CoRR abs/2001.00326 (2020) - [i15]Xuanyi Dong, Mingxing Tan, Adams Wei Yu, Daiyi Peng, Bogdan Gabrys, Quoc V. Le:
AutoHAS: Differentiable Hyper-parameter and Architecture Search. CoRR abs/2006.03656 (2020) - [i14]Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys:
NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size. CoRR abs/2009.00437 (2020)
2010 – 2019
- 2019
- [j3]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): 1641-1654 (2019) - [j2]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): 518-528 (2019) - [j1]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): 2872-2881 (2019) - [c17]Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang:
A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification. AAAI 2019: 8738-8745 - [c16]Xuanyi Dong, Yi Yang:
Searching for a Robust Neural Architecture in Four GPU Hours. CVPR 2019: 1761-1770 - [c15]Xuanyi Dong, Yi Yang:
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. ICCV 2019: 783-792 - [c14]Xuanyi Dong, Yi Yang:
One-Shot Neural Architecture Search via Self-Evaluated Template Network. ICCV 2019: 3680-3689 - [c13]Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang:
Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification. ICCV 2019: 3749-3758 - [c12]Xuanyi Dong, Yi Yang:
Network Pruning via Transformable Architecture Search. NeurIPS 2019: 759-770 - [i13]Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang:
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification. CoRR abs/1903.09776 (2019) - [i12]Xuanyi Dong, Yi Yang:
Network Pruning via Transformable Architecture Search. CoRR abs/1905.09717 (2019) - [i11]Xuanyi Dong, Yi Yang:
Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection. CoRR abs/1908.02116 (2019) - [i10]Xuanyi Dong, Yi Yang:
Searching for A Robust Neural Architecture in Four GPU Hours. CoRR abs/1910.04465 (2019) - [i9]Xuanyi Dong, Yi Yang:
One-Shot Neural Architecture Search via Self-Evaluated Template Network. CoRR abs/1910.05733 (2019) - 2018
- [c11]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: 360-368 - [c10]Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang:
Style Aggregated Network for Facial Landmark Detection. CVPR 2018: 379-388 - [c9]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: 5177-5186 - [c8]Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang:
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. IJCAI 2018: 2234-2240 - [c7]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: 54-62 - [c6]Fan Ma, Peike Li, Linchao Zhu, Xuanyi Dong, Yanbin Liu, Yi Yang:
Activities in Extended Video. TRECVID 2018 - [c5]Fengda Zhu, Xiaohan Wang, Linchao Zhu, Xuanyi Dong, Yi Yang:
UTS_CAI submission at TRECVID 2018 Ad-hoc Video Search Task. TRECVID 2018 - [i8]Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang:
Style Aggregated Network for Facial Landmark Detection. CoRR abs/1803.04108 (2018) - [i7]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 abs/1807.00966 (2018) - [i6]Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang:
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. CoRR abs/1808.06866 (2018) - [i5]Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang:
Progressive Deep Neural Networks Acceleration via Soft Filter Pruning. CoRR abs/1808.07471 (2018) - 2017
- [c4]Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan:
More is Less: A More Complicated Network with Less Inference Complexity. CVPR 2017: 1895-1903 - [c3]Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong:
Self-Paced Co-training. ICML 2017: 2275-2284 - [c2]Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang:
A Dual-Network Progressive Approach to Weakly Supervised Object Detection. ACM Multimedia 2017: 279-287 - [i4]Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan:
More is Less: A More Complicated Network with Less Inference Complexity. CoRR abs/1703.08651 (2017) - [i3]Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng:
Few-shot Object Detection. CoRR abs/1706.08249 (2017) - [i2]Guoliang Kang, Xuanyi Dong, Liang Zheng, Yi Yang:
PatchShuffle Regularization. CoRR abs/1707.07103 (2017) - [i1]Xuanyi Dong, Guoliang Kang, Kun Zhan, Yi Yang:
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks. CoRR abs/1709.07634 (2017) - 2016
- [c1]Linchao Zhu, Xuanyi Dong, Yi Yang, Alexander G. Hauptmann:
UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization. TRECVID 2016
Coauthor Index
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