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Jia Zhang
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NeuralStagger: accelerating physics-constrained neural PDE solver with spatial-temporal decomposition


Feb 20, 2023
Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu

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Goal-Driven Context-Aware Next Service Recommendation for Mashup Composition


Oct 25, 2022
Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

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* Proceedings of The 24th IEEE/ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2022-Winter) 
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Efficient Ambient LoRa Backscatter with On-Off Keying Modulation


Sep 30, 2022
Xiuzhen Guo, Longfei Shangguan, Yuan He, Jia Zhang, Haotian Jiang, Awais Ahmad Siddiqi, Yunhao Liu

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Whole-Body Lesion Segmentation in 18F-FDG PET/CT


Sep 16, 2022
Jia Zhang, Yukun Huang, Zheng Zhang, Yuhang Shi

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LordNet: Learning to Solve Parametric Partial Differential Equations without Simulated Data


Jun 19, 2022
Wenlei Shi, Xinquan Huang, Xiaotian Gao, Xinran Wei, Jia Zhang, Jiang Bian, Mao Yang, Tie-Yan Liu

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Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition


May 24, 2022
Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

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* 10 pages, 15 figures, 1 table 
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Learning Physics-Informed Neural Networks without Stacked Back-propagation


Feb 18, 2022
Di He, Wenlei Shi, Shanda Li, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu

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Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting


Feb 18, 2022
Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu

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AF$_2$: Adaptive Focus Framework for Aerial Imagery Segmentation


Feb 18, 2022
Lin Huang, Qiyuan Dong, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu

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Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation


Nov 02, 2021
Gaetano Scebba, Jia Zhang, Sabrina Catanzaro, Carina Mihai, Oliver Distler, Martin Berli, Walter Karlen

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