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FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning



Tiehua Zhang , Yuze Liu , Zhishu Shen , Rui Xu , Xin Chen , Xiaowei Huang , Xi Zheng


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Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization



Yanyu Li , Pu Zhao , Geng Yuan , Xue Lin , Yanzhi Wang , Xin Chen


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Region-aware Knowledge Distillation for Efficient Image-to-Image Translation



Linfeng Zhang , Xin Chen , Runpei Dong , Kaisheng Ma


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An Empirical Investigation of Representation Learning for Imitation



Xin Chen , Sam Toyer , Cody Wild , Scott Emmons , Ian Fischer , Kuang-Huei Lee , Neel Alex , Steven H Wang , Ping Luo , Stuart Russell , Pieter Abbeel , Rohin Shah

* Accepted to NeurIPS2021 Datasets and Benchmarks Track 

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Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling



Xin Chen , Qingtao Tang , Ke Hu , Yue Xu , Shihang Qiu , Jia Cheng , Jun Lei

* Accepted by SIGIR 2022 

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WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma



Chu Han , Xipeng Pan , Lixu Yan , Huan Lin , Bingbing Li , Su Yao , Shanshan Lv , Zhenwei Shi , Jinhai Mai , Jiatai Lin , Bingchao Zhao , Zeyan Xu , Zhizhen Wang , Yumeng Wang , Yuan Zhang , Huihui Wang , Chao Zhu , Chunhui Lin , Lijian Mao , Min Wu , Luwen Duan , Jingsong Zhu , Dong Hu , Zijie Fang , Yang Chen , Yongbing Zhang , Yi Li , Yiwen Zou , Yiduo Yu , Xiaomeng Li , Haiming Li , Yanfen Cui , Guoqiang Han , Yan Xu , Jun Xu , Huihua Yang , Chunming Li , Zhenbing Liu , Cheng Lu , Xin Chen , Changhong Liang , Qingling Zhang , Zaiyi Liu


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Physical layer security in large-scale random multiple access wireless sensor networks: a stochastic geometry approach



Tong-Xing Zheng , Xin Chen , Chao Wang , Kai-Kit Wong , Jinhong Yuan

* accepted by the IEEE Transactions on Communications 

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Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search



Minbin Huang , Zhijian Huang , Changlin Li , Xin Chen , Hang Xu , Zhenguo Li , Xiaodan Liang

* Accepted by CVPR 2022 

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Efficient Visual Tracking via Hierarchical Cross-Attention Transformer



Xin Chen , Dong Wang , Dongdong Li , Huchuan Lu


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