Xuanyi Dong

According to our database, Xuanyi Dong authored at least 47 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated Deep Learning: Neural Architecture Search Is Not the End.

Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Found. Trends Mach. Learn., 2024

2023

Symbolic Discovery of Optimization Algorithms.

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

CoRR, 2023

PyGlove: Efficiently Exchanging ML Ideas as Code.

Daiyi Peng, Xuanyi Dong, Esteban Real, Yifeng Lu, Quoc V. Le

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size.

Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version.

Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan

CoRR, 2022

Towards the Co-design of Neural Networks and Accelerators.

Yanqi Zhou, Xuanyi Dong, Tianjian Meng, Mingxing Tan, Berkin Akin, Daiyi Peng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon

Proceedings of Machine Learning and Systems 2022, 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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Efficient and Reproducible Automated Deep Learning

Xuanyi Dong

PhD thesis, 2021

Supervision by Registration and Triangulation for Landmark Detection.

Xuanyi Dong, Yi Yang, Shih-En Wei, Xinshuo Weng, Yaser Sheikh, Shoou-I Yu

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision.

Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

CoRR, 2021

Rethinking Co-design of Neural Architectures and Hardware Accelerators.

Yanqi Zhou, Xuanyi Dong, Berkin Akin, Mingxing Tan, Daiyi Peng, Tianjian Meng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon

CoRR, 2021

Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation.

Tianqi Tang, Xin Yu, Xuanyi Dong, Yi Yang

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Recognizing Vector Graphics without Rasterization.

Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Isometric Propagation Network for Generalized Zero-shot Learning.

Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang

Proceedings of the 9th International Conference on Learning Representations, 2021

Compact Design of Passive Networks in RF and Millimeter-Wave Integrated Circuits (invited).

Xuanyi Dong, Andreas Weisshaar

Proceedings of the IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium, 2021

2020

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks.

Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang

IEEE Trans. Cybern., 2020

Self-paced Multi-view Co-training.

Fan Ma, Deyu Meng, Xuanyi Dong, Yi Yang

J. Mach. Learn. Res., 2020

AutoHAS: Differentiable Hyper-parameter and Architecture Search.

Xuanyi Dong, Mingxing Tan, Adams Wei Yu, Daiyi Peng, Bogdan Gabrys, Quoc V. Le

CoRR, 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 Le

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search.

Xuanyi Dong, Yi Yang

Proceedings of the 8th International Conference on Learning Representations, 2020

When Humans Meet Machines: Towards Efficient Segmentation Networks.

Peike Li, Xuanyi Dong, Xin Yu, Yi Yang

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Progressive Learning for Person Re-Identification With One Example.

Yu Wu, Yutian Lin, Xuanyi Dong, Yan Yan, Wei Bian, Yi Yang

IEEE Trans. Image Process., 2019

Late Fusion via Subspace Search With Consistency Preservation.

Xuanyi Dong, Yan Yan, Mingkui Tan, Yi Yang, Ivor W. Tsang

IEEE Trans. Image Process., 2019

Few-Example Object Detection with Model Communication.

Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Network Pruning via Transformable Architecture Search.

Xuanyi Dong, Yi Yang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification.

Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

One-Shot Neural Architecture Search via Self-Evaluated Template Network.

Xuanyi Dong, Yi Yang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection.

Xuanyi Dong, Yi Yang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Searching for a Robust Neural Architecture in Four GPU Hours.

Xuanyi Dong, Yi Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification.

Yutian Lin, Xuanyi Dong, Liang Zheng, Yan Yan, Yi Yang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Progressive Deep Neural Networks Acceleration via Soft Filter Pruning.

Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang

CoRR, 2018

UTS_CAI submission at TRECVID 2018 Ad-hoc Video Search Task.

Fengda Zhu, Xiaohan Wang, Linchao Zhu, Xuanyi Dong, Yi Yang

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Activities in Extended Video.

Fan Ma, Peike Li, Linchao Zhu, Xuanyi Dong, Yanbin Liu, Yi Yang

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering.

Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.

Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Style Aggregated Network for Facial Landmark Detection.

Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks.

Xuanyi Dong, Guoliang Kang, Kun Zhan, Yi Yang

CoRR, 2017

PatchShuffle Regularization.

Guoliang Kang, Xuanyi Dong, Liang Zheng, Yi Yang

CoRR, 2017

Few-shot Object Detection.

Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

CoRR, 2017

A Dual-Network Progressive Approach to Weakly Supervised Object Detection.

Xuanyi Dong, Deyu Meng, Fan Ma, Yi Yang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Self-Paced Co-training.

Fan Ma, Deyu Meng, Qi Xie, Zina Li, Xuanyi Dong

Proceedings of the 34th International Conference on Machine Learning, 2017

More is Less: A More Complicated Network with Less Inference Complexity.

Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization.

Linchao Zhu, Xuanyi Dong, Yi Yang, Alexander G. Hauptmann

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016