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Task-Adaptive Few-shot Node Classification



Song Wang , Kaize Ding , Chuxu Zhang , Chen Chen , Jundong Li

* KDD 2022 

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Technical Report for Argoverse2 Challenge 2022 -- Motion Forecasting Task



Chen Zhang , Honglin Sun , Chen Chen , Yandong Guo


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Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation



Wenxuan Wang , Chen Chen , Jing Wang , Sen Zha , Yan Zhang , Jiangyun Li


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Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior



Chen Qin , Shuo Wang , Chen Chen , Wenjia Bai , Daniel Rueckert

* Under review 

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MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation



Chen Chen , Zeju Li , Cheng Ouyang , Matt Sinclair , Wenjia Bai , Daniel Rueckert

* Early accepted by MICCAI 2022 

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HeatER: An Efficient and Unified Network for Human Reconstruction via Heatmap-based TransformER



Ce Zheng , Matias Mendieta , Taojiannan Yang , Chen Chen


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CalFAT: Calibrated Federated Adversarial Training with Label Skewness



Chen Chen , Yuchen Liu , Xingjun Ma , Lingjuan Lyu


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QEKD: Query-Efficient and Data-Free Knowledge Distillation from Black-box Models



Jie Zhang , Chen Chen , Jiahua Dong , Ruoxi Jia , Lingjuan Lyu


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Rethinking Reinforcement Learning based Logic Synthesis



Chao Wang , Chen Chen , Dong Li , Bin Wang

* nine pages; one figure; 

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FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs



Song Wang , Yushun Dong , Xiao Huang , Chen Chen , Jundong Li

* IJCAI-ECAI 2022 

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