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DxFormer: A Decoupled Automatic Diagnostic System Based on Decoder-Encoder Transformer with Dense Symptom Representations


May 08, 2022
Wei Chen, Cheng Zhong, Jiajie Peng, Zhongyu Wei

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* 7 pages, 4 figures, 3 tables 

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A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets


Apr 27, 2022
Wei Chen, Zhiwei Li, Hongyi Fang, Qianyuan Yao, Cheng Zhong, Jianye Hao, Qi Zhang, Xuanjing Huang, Jiajie Peng, Zhongyu Wei

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* 8 pages, 3 figures, 10 tables 

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ED2: An Environment Dynamics Decomposition Framework for World Model Construction


Dec 06, 2021
Cong Wang, Tianpei Yang, Jianye Hao, Yan Zheng, Hongyao Tang, Fazl Barez, Jinyi Liu, Jiajie Peng, Haiyin Piao, Zhixiao Sun

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Curriculum Learning for Vision-and-Language Navigation


Nov 14, 2021
Jiwen Zhang, Zhongyu Wei, Jianqing Fan, Jiajie Peng

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* Accepted by NeurIPS 2021 

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Efficient Deep Reinforcement Learning through Policy Transfer


Feb 19, 2020
Tianpei Yang, Jianye Hao, Zhaopeng Meng, Zongzhang Zhang, Weixun Wang, Yujing Hu, Yingfeng Cheng, Changjie Fan, Zhaodong Wang, Jiajie Peng

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* Accepted by AAMAS'2020 as an EXTENDED ABSTRACT 

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Deep Feature Learning of Multi-Network Topology for Node Classification


Sep 07, 2018
Hansheng Xue, Jiajie Peng, Xuequn Shang

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