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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
4612021
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
4342023
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
1692021
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
1142019
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
842024
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
582023
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
482024
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
432019
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
332023
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
332023
An introduction to vision-language modeling
F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Mañas, Z Lin, ...
arXiv preprint arXiv:2405.17247, 2024
312024
Antnets: Mobile convolutional neural networks for resource efficient image classification
Y Xiong, HJ Kim, V Hedau
arXiv preprint arXiv:1904.03775, 2019
292019
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
282013
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
262022
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
232021
Isogeometric least-squares collocation method with consistency and convergence analysis
H Lin, Y Xiong, X Wang, Q Hu, J Ren
Journal of Systems Science and Complexity 33 (5), 1656-1693, 2020
17*2020
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
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
82020
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
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
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