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PanGu-$α$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation


Apr 26, 2021
Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian

* The technique report for PanGu-$\alpha$ 

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A Joint Energy and Latency Framework for Transfer Learning over 5G Industrial Edge Networks


Apr 19, 2021
Bo Yang, Omobayode Fagbohungbe, Xuelin Cao, Chau Yuen, Lijun Qian, Dusit Niyato, Yan Zhang


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LEAP: Learning Articulated Occupancy of People


Apr 14, 2021
Marko Mihajlovic, Yan Zhang, Michael J. Black, Siyu Tang

* In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021 

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A DMP-based Framework for Efficiently Generating Complete Stiffness Profiles of Human-like Variable Impedance Skill from Demonstrations


Apr 03, 2021
Yan Zhang, Fei Zhao, Zhiwei Liao

* 22 pages, 9 figures 

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Formal Verification of Stochastic Systems with ReLU Neural Network Controllers


Mar 08, 2021
Shiqi Sun, Yan Zhang, Xusheng Luo, Panagiotis Vlantis, Miroslav Pajic, Michael M. Zavlanos


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Learning to Represent and Predict Sets with Deep Neural Networks


Mar 08, 2021
Yan Zhang

* PhD thesis submitted December 2019 

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We are More than Our Joints: Predicting how 3D Bodies Move


Dec 01, 2020
Yan Zhang, Michael J. Black, Siyu Tang

* 16 pages with a 5-page appendix 

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4D Human Body Capture from Egocentric Video via 3D Scene Grounding


Nov 26, 2020
Miao Liu, Dexin Yang, Yan Zhang, Zhaopeng Cui, James M. Rehg, Siyu Tang


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Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks


Nov 19, 2020
Yueyue Dai, Du Xu, Ke Zhang, Sabita Maharjan, Yan Zhang


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Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond


Nov 18, 2020
Yueyue Dai, Ke Zhang, Sabita Maharjan, Yan Zhang


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Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks


Nov 18, 2020
Yueyue Dai, Ke Zhang, Sabita Maharjan, Yan Zhang

* 10 pages 

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Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks


Nov 17, 2020
Yunlong Lu, Xiaohong Huang, Ke Zhang, Sabita Maharjan, Yan Zhang


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DisenE: Disentangling Knowledge Graph Embeddings


Nov 12, 2020
Xiaoyu Kou, Yankai Lin, Yuntao Li, Jiahao Xu, Peng Li, Jie Zhou, Yan Zhang

* There are some mistakes in the paper 

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"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL


Nov 09, 2020
Yuntao Li, Bei Chen, Qian Liu, Yan Gao, Jian-Guang Lou, Yan Zhang, Dongmei Zhang


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Human-in-the-Loop Robot Planning with Non-Contextual Bandit Feedback


Nov 03, 2020
Yijie Zhou, Yan Zhang, Xusheng Luo, Michael M. Zavlanos


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Adaptive Federated Learning and Digital Twin for Industrial Internet of Things


Nov 01, 2020
Wen Sun, Shiyu Lei, Lu Wang, Zhiqiang Liu, Yan Zhang


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Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters


Oct 20, 2020
Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu

* 13 pages 

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Boosting One-Point Derivative-Free Online Optimization via Residual Feedback


Oct 14, 2020
Yan Zhang, Yi Zhou, Kaiyi Ji, Michael M. Zavlanos


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Selective Information Passing for MR/CT Image Segmentation


Oct 10, 2020
Qikui Zhu, Liang Li, Jiangnan Hao, Yunfei Zha, Yan Zhang, Yanxiang Cheng, Fei Liao, Pingxiang Li


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Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation


Oct 09, 2020
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing

* Accepted to EMNLP 2020, long paper 

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Disentangle-based Continual Graph Representation Learning


Oct 06, 2020
Xiaoyu Kou, Yankai Lin, Shaobo Liu, Peng Li, Jie Zhou, Yan Zhang


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An Unsupervised Sentence Embedding Method byMutual Information Maximization


Sep 25, 2020
Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing

* Accepted to EMNLP 2020 

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Time-Based Roofline for Deep Learning Performance Analysis


Sep 22, 2020
Yunsong Wang, Charlene Yang, Steven Farrell, Yan Zhang, Thorsten Kurth, Samuel Williams

* 9 pages 

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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior


Sep 08, 2020
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang


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NASE: Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search


Aug 18, 2020
Xiaoyu Kou, Bingfeng Luo, Huang Hu, Yan Zhang

* Accepted by CIKM 2020, short paper 

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Grasping Field: Learning Implicit Representations for Human Grasps


Aug 12, 2020
Korrawe Karunratanakul, Jinlong Yang, Yan Zhang, Michael Black, Krikamol Muandet, Siyu Tang


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Generating Person-Scene Interactions in 3D Scenes


Aug 12, 2020
Siwei Zhang, Yan Zhang, Qianli Ma, Michael J. Black, Siyu Tang


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