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DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models


Jan 31, 2023
Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Roger Zimmermann, Yuxuan Liang

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Contrastive Pre-training of Spatial-Temporal Trajectory Embeddings


Jul 29, 2022
Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin

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* 13 pages, 11 figures, submitted to IEEE Trans. on Knowledge and Data Engineering 

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Light Field Raindrop Removal via 4D Re-sampling


May 26, 2022
Dong Jing, Shuo Zhang, Song Chang, Youfang Lin

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Conservative Distributional Reinforcement Learning with Safety Constraints


Jan 18, 2022
Hengrui Zhang, Youfang Lin, Sheng Han, Shuo Wang, Kai Lv

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Agent-Centric Relation Graph for Object Visual Navigation


Dec 07, 2021
Xiaobo Hu, Zhihao Wu, Kai Lv, Shuo Wang, Youfang Lin

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SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging


Oct 15, 2021
Hongjun Zhang, Jing Wang, Qinfeng Xiao, Jiaoxue Deng, Youfang Lin

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Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification


Sep 04, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Xiaojun Ning, Yuanlai He, Ronghao Zhou, Yuhan Zhou, Li-wei H. Lehman

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* Accepted by IEEE Transactions on Neural Systems and Rehabilitation Engineering(TNSRE) 

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HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition


Aug 07, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen

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* Accepted by ACM MM 2021. The SOLE copyright holder is ACM Multimedia, all rights reserved 

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SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging


May 24, 2021
Ziyu Jia, Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

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* Accepted by IJCAI 2021. The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved 

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Multi-Dimension Fusion Network for Light Field Spatial Super-Resolution using Dynamic Filters


Aug 26, 2020
Qingyan Sun, Shuo Zhang, Song Chang, Lixi Zhu, Youfang Lin

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