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Yunyang Xiong
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Nyströmformer: A nyström-based algorithm for approximating self-attention
Y Xiong, Z Zeng, R Chakraborty, M Tan, G Fung, Y Li, V Singh
Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14138 …, 2021
3642021
Minigpt-v2: large language model as a unified interface for vision-language multi-task learning
J Chen, D Zhu, X Shen, X Li, Z Liu, P Zhang, R Krishnamoorthi, ...
arXiv preprint arXiv:2310.09478, 2023
2032023
Mobiledets: Searching for object detection architectures for mobile accelerators
Y Xiong, H Liu, S Gupta, B Akin, G Bender, Y Wang, PJ Kindermans, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1462021
Mixed effects neural networks (menets) with applications to gaze estimation
Y Xiong, HJ Kim, V Singh
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
1022019
Resource constrained neural network architecture search: Will a submodularity assumption help?
Y Xiong, R Mehta, V Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
422019
Consistency and convergence properties of the isogeometric collocation method
H Lin, Q Hu, Y Xiong
Computer Methods in Applied Mechanics and Engineering 267, 471-486, 2013
272013
Antnets: Mobile convolutional neural networks for resource efficient image classification
Y Xiong, HJ Kim, V Hedau
arXiv preprint arXiv:1904.03775, 2019
262019
Self-positioning point-based transformer for point cloud understanding
J Park, S Lee, S Kim, Y Xiong, HJ Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
252023
Sagemix: Saliency-guided mixup for point clouds
S Lee, M Jeon, I Kim, Y Xiong, HJ Kim
Advances in Neural Information Processing Systems 35, 2022
242022
Efficientsam: Leveraged masked image pretraining for efficient segment anything
Y Xiong, B Varadarajan, L Wu, X Xiang, F Xiao, C Zhu, X Dai, D Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
202024
Fast point cloud generation with straight flows
L Wu, D Wang, C Gong, X Liu, Y Xiong, R Ranjan, R Krishnamoorthi, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
202023
You only sample (almost) once: Linear cost self-attention via bernoulli sampling
Z Zeng, Y Xiong, S Ravi, S Acharya, GM Fung, V Singh
International conference on machine learning, 12321-12332, 2021
172021
Isogeometric least-squares collocation method with consistency and convergence analysis
H Lin, Y Xiong, X Wang, Q Hu
arXiv preprint arXiv:1601.07244, 2016
13*2016
Castling-vit: Compressing self-attention via switching towards linear-angular attention at vision transformer inference
H You, Y Xiong, X Dai, B Wu, P Zhang, H Fan, P Vajda, YC Lin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
112023
Semi-structured B-spline for blending two B-spline surfaces
H Lin, Y Xiong, H Liao
Computers & Mathematics with Applications 68 (7), 706-718, 2014
112014
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Z Liu, C Zhao, F Iandola, C Lai, Y Tian, I Fedorov, Y Xiong, E Chang, ...
arXiv preprint arXiv:2402.14905, 2024
102024
Affine arithmetic-based B-Spline surface intersection with gpu acceleration
H Lin, Y Qin, H Liao, Y Xiong
IEEE transactions on visualization and computer graphics 20 (2), 172-181, 2013
82013
Performing Group Difference Testing on Graph Structured Data from GANs: Analysis and Applications in Neuroimaging
TQ Dinh, Y Xiong, Z Huang, T Vo, A Mishra, WH Kim, S Ravi, V Singh
IEEE transactions on pattern analysis and machine intelligence, 2020
72020
Filter flow made practical: Massively parallel and lock-free
SN Ravi, Y Xiong, L Mukherjee, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
62017
On training deep 3d cnn models with dependent samples in neuroimaging
Y Xiong, HJ Kim, B Tangirala, R Mehta, SC Johnson, V Singh
Information Processing in Medical Imaging: 26th International Conference …, 2019
52019
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