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Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction



Lihuan Li , Maurice Pagnucco , Yang Song

* This paper has been accepted by CVPR 2022. Reference: Li, L., Pagnucco, M. and Song, Y., 2022. Graph-Based Spatial Transformer With Memory Replay for Multi-Future Pedestrian Trajectory Prediction. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 2231-2241) 

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When Multi-Level Meets Multi-Interest: A Multi-Grained Neural Model for Sequential Recommendation



Yu Tian , Jianxin Chang , Yannan Niu , Yang Song , Chenliang Li

* 10 pages, 7 figures 

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DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation



Yuqian Chen , Chaoyi Zhang , Tengfei Xue , Yang Song , Nikos Makris , Yogesh Rathi , Weidong Cai , Fan Zhang , Lauren J. O'Donnell

* 10 pages, 5 figures 

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Toward Consistent and Efficient Map-based Visual-inertial Localization: Theory Framework and Filter Design



Zhuqing Zhang , Yang Song , Shoudong Huang , Rong Xiong , Yue Wang

* 20 pages, 11 figures 

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Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review



Jiyang Jiang , Dadong Wang , Yang Song , Perminder S. Sachdev , Wei Wen


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Leveraging Search History for Improving Person-Job Fit



Yupeng Hou , Xingyu Pan , Wayne Xin Zhao , Shuqing Bian , Yang Song , Tao Zhang , Ji-Rong Wen

* Accepted by DASFAA 2022 

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Explainability in Graph Neural Networks: An Experimental Survey



Peibo Li , Yixing Yang , Maurice Pagnucco , Yang Song


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Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond



Tiange Xiang , Chaoyi Zhang , Xinyi Wang , Yang Song , Dongnan Liu , Heng Huang , Weidong Cai

* Medical Image Analysis 2022 

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GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains



Lei Fan , Yiwen Ding , Dongdong Fan , Donglin Di , Maurice Pagnucco , Yang Song

* 8pages, 6 figures, accepted by CVPR2022 dataset is available at \url{https://github.com/hellodfan/GrainSpace

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