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 | 43 | 2020 |
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 | 24 | 2023 |
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 29 (6), 2888-2900, 2023 | 7 | 2023 |
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 | 4 | 2020 |
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 | 3 | 2023 |
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, ... 2023 International Conference on Machine Learning and Applications (ICMLA), 9-16, 2023 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2022 |
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 | 3 | 2021 |
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 | 2 | 2023 |
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 | 2 | 2020 |
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data CCM Yeh, Y Fan, X Dai, US Saini, V Lai, PO Aboagye, J Wang, H Chen, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2021 |
PromptLandscape: Guiding Prompts Exploration and Analysis with Visualization J Wang, CCM Yeh, Y Fan, X Dai, Y Zheng, L Wang, W Zhang 2024 IEEE 17th Pacific Visualization Conference (PacificVis), 319-324, 2024 | | 2024 |
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 |
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 |