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Xin Dai
Xin Dai
Research Scientist, Visa Research
Verified email at visa.com
Title
Cited by
Cited by
Year
EPNet: Learning to exit with flexible multi-branch network
X Dai, X Kong, T Guo
Proceedings of the 29th ACM International Conference on Information …, 2020
382020
Toward a foundation model for time series data
CCM Yeh, X Dai, H Chen, Y Zheng, Y Fan, A Der, V Lai, Z Zhuang, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
132023
How does attention work in vision transformers? a visual analytics attempt
Y Li, J Wang, X Dai, L Wang, CCM Yeh, Y Zheng, W Zhang, KL Ma
IEEE Transactions on Visualization and Computer Graphics, 2023
42023
Recurrent networks for guided multi-attention classification
X Dai, X Kong, T Guo, JB Lee, X Liu, C Moore
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
42020
Ego-network transformer for subsequence classification in time series data
CCM Yeh, H Chen, Y Fan, X Dai, Y Zheng, V Lai, J Wang, Z Zhuang, ...
2023 IEEE International Conference on Big Data (BigData), 1242-1247, 2023
32023
An efficient content-based time series retrieval system
CCM Yeh, H Chen, X Dai, Y Zheng, J Wang, V Lai, Y Fan, A Der, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
32023
Abn: Anti-blur neural networks for multi-stage deformable image registration
Y Su, X Dai, L He, X Kong
2022 IEEE International Conference on Data Mining (ICDM), 468-477, 2022
32022
CiNet: Redesigning Deep Neural Networks for Efficient Mobile-Cloud Collaborative Inference
X Dai, X Kong, T Guo, Y Huang
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
32021
Multitask Learning for Time Series Data\\with 2D Convolution
CCM Yeh, X Dai, Y Zheng, J Wang, H Chen, Y Fan, A Der, Z Zhuang, ...
arXiv preprint arXiv:2310.03925, 2023
22023
Dual-attention recurrent networks for affine registration of neuroimaging data
X Dai, X Kong, X Liu, JB Lee, C Moore
Proceedings of the 2020 SIAM International Conference on Data Mining, 379-387, 2020
22020
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights
CCM Yeh, H Chen, X Dai, Y Zheng, Y Fan, V Lai, J Wang, A Der, ...
2023 IEEE International Conference on Big Data (BigData), 1994-1997, 2023
12023
Fata-trans: Field and time-aware transformer for sequential tabular data
D Zhang, L Wang, X Dai, S Jain, J Wang, Y Fan, CCM Yeh, Y Zheng, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting
Y Fan, CCM Yeh, H Chen, Y Zheng, L Wang, J Wang, X Dai, Z Zhuang, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
Pdt: Pretrained dual transformers for time-aware bipartite graphs
X Dai, Y Fan, Z Zhuang, S Jain, CCM Yeh, J Wang, L Wang, Y Zheng, ...
arXiv preprint arXiv:2306.01913, 2023
12023
FiShNet: Fine-Grained Filter Sharing for Resource-Efficient Multi-Task Learning
X Dai, X Kong, T Guo, X He
Proceedings of the 30th ACM International Conference on Information …, 2021
12021
Random Projection Layers for Multidimensional Time Sires Forecasting
CCM Yeh, Y Fan, X Dai, V Lai, PO Aboagye, J Wang, H Chen, Y Zheng, ...
arXiv preprint arXiv:2402.10487, 2024
2024
Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach
P Aboagye, Y Zheng, J Wang, US Saini, X Dai, M Yeh, Y Fan, Z Zhuang, ...
arXiv preprint arXiv:2401.02987, 2024
2024
One-Hot Encoding Strikes Back: Fully Orthogonal Coordinate-Aligned Class Representations
PO Aboagye, H Pourmahmoodaghababa, Y Zheng, CCM Yeh, J Wang, ...
2023
Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting
Y Fan, CCM Yeh, H Chen, L Wang, Z Zhuang, J Wang, X Dai, Y Zheng, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
2023
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Articles 1–19