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Generalizable Mixed-Precision Quantization via Attribution Rank Preservation


Aug 05, 2021
Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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AI Enlightens Wireless Communication: Analyses, Solutions and Opportunities on CSI Feedback


Jun 15, 2021
Han Xiao, Zhiqin Wang, Wenqiang Tian, Xiaofeng Liu, Wendong Liu, Shi Jin, Jia Shen, Zhi Zhang, Ning Yang


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MODMA dataset: a Multi-modal Open Dataset for Mental-disorder Analysis


Mar 05, 2020
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Guoping Gao, Fang Zheng, Rui Li, Zhihua Guo, Rong Ma, Jing Yang, Lan Zhang, Xiping Hu, Yumin Li, Bin Hu


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MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis


Feb 20, 2020
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu


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KoPA: Automated Kronecker Product Approximation


Dec 17, 2019
Chencheng Cai, Rong Chen, Han Xiao


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Stable Matrix Completion using Properly Configured Kronecker Product Decomposition


Dec 06, 2019
Chencheng Cai, Rong Chen, Han Xiao


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Hybrid Kronecker Product Decomposition and Approximation


Dec 06, 2019
Chencheng Cai, Rong Chen, Han Xiao


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Asynchronous "Events" are Better For Motion Estimation


Apr 24, 2019
Yuhu Guo, Han Xiao, Yidong Chen, Xiaodong Shi

* Submitted at IJCAI 2019 

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Bonsai - Diverse and Shallow Trees for Extreme Multi-label Classification


Apr 17, 2019
Sujay Khandagale, Han Xiao, Rohit Babbar


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Dual Ask-Answer Network for Machine Reading Comprehension


Sep 10, 2018
Han Xiao, Feng Wang, Jianfeng Yan, Jingyao Zheng

* 8 pages, 5 figures, 4 tables. Code is available at https://github.com/hanxiao/daanet 

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Multi-Perspective Neural Architecture for Recommendation System


Jul 12, 2018
Han Xiao, Yidong Chen, Xiaodong Shi


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Hungarian Layer: Logics Empowered Neural Architecture


May 17, 2018
Han Xiao, Yidong Chen, Xiaodong Shi

* This is the draft submitting to ICML 2018. You could expect the final version, which is more perfect 

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KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm


May 11, 2018
Han Xiao, Minlie Huang, Xiaoyan Zhu

* submitting to IJCAI 2018 

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Convexification of Neural Graph


Jan 13, 2018
Han Xiao


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Intelligence Graph


Jan 05, 2018
Han Xiao

* arXiv admin note: substantial text overlap with arXiv:1702.06247 

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SAR: Semantic Analysis for Recommendation


Dec 16, 2017
Han Xiao, Lian Meng

* Submitting to IJCAI-2018 

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NDT: Neual Decision Tree Towards Fully Functioned Neural Graph


Dec 16, 2017
Han Xiao

* This is the draft paper. I will refine the paper until accepted 

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Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms


Sep 15, 2017
Han Xiao, Kashif Rasul, Roland Vollgraf

* Dataset is freely available at https://github.com/zalandoresearch/fashion-mnist Benchmark is available at http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/ 

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TransG : A Generative Mixture Model for Knowledge Graph Embedding


Sep 08, 2017
Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu


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SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions


Jun 17, 2017
Han Xiao, Minlie Huang, Xiaoyan Zhu

* Submitted to AAAI.2017 

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From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction


Jun 17, 2017
Han Xiao, Minlie Huang, Xiaoyan Zhu

* arXiv admin note: text overlap with arXiv:1509.05488 

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TransA: An Adaptive Approach for Knowledge Graph Embedding


Sep 28, 2015
Han Xiao, Minlie Huang, Yu Hao, Xiaoyan Zhu


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Margin-Based Feed-Forward Neural Network Classifiers


Jun 11, 2015
Han Xiao, Xiaoyan Zhu

* This paper has been published in ICANN 2015: International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, (May 14-15, 2015) 

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Max-Entropy Feed-Forward Clustering Neural Network


Jun 11, 2015
Han Xiao, Xiaoyan Zhu

* ICANN 2015: International Conference on Artificial Neural Networks, Amsterdam, The Netherlands, (May 14-15, 2015) 
* This paper has been published in ICANN 2015 

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