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Active Reinforcement Learning over MDPs


Aug 17, 2021
Qi Yang, Peng Yang, Ke Tang

* In this version, we ignored a prior related work as our baseline, and need to update corresponding reviews and experiments in next version 

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Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling


Jun 20, 2021
Qi Yang, Aleksandr Farseev, Andrey Filchenkov


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Attention-Guided Supervised Contrastive Learning for Semantic Segmentation


Jun 03, 2021
Ho Hin Lee, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Bennett A. Landman, Yuankai Huo

* 17 pages, 7 figures 

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Point Cloud Distortion Quantification based on Potential Energy for Human and Machine Perception


Mar 04, 2021
Qi Yang, Siheng Chen, Yiling Xu, Jun Sun, M. Salman Asif, Zhan Ma


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Point Cloud Quality Assessment: Large-scale Dataset Construction and Learning-based No-Reference Approach


Dec 22, 2020
Yipeng Liu, Qi Yang, Yiling Xu, Le Yang

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

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APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding


Dec 16, 2020
Xuhong Wang, Ding Lyu, Mengjian Li, Yang Xia, Qi Yang, Xinwen Wang, Xinguang Wang, Ping Cui, Yupu Yang, Bowen Sun, Zhenyu Guo, Junkui Li

* 10 pages. Submitted to SIGMOD 2021, Under Review 

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SoMin.ai: Personality-Driven Content Generation Platform


Nov 30, 2020
Aleksandr Farseev, Qi Yang, Andrey Filchenkov, Kirill Lepikhin, Yu-Yi Chu-Farseeva, Daron-Benjamin Loo

* WSDM 2021 - Demonstration 

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APAN: Asynchronous Propagate Attention Network for Real-time Temporal Graph Embedding


Nov 27, 2020
Xuhong Wang, Ding Lyu, Mengjian Li, Yang Xia, Qi Yang, Xinwen Wang, Xinguang Wang, Ping Cui, Yupu Yang, Bowen Sun, Zhenyu Guo

* 10 pages. Submitted to SIGMOD 2021, Under Review 

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Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia


May 20, 2020
Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen

* accepted by IEEE Transactions on Medical Imaging, 2020 

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I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance


Feb 05, 2020
Qi Yang, Aleksandr Farseev, Andrey Filchenkov

* AAAI-20 

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A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection


Feb 25, 2018
Kun Hu, Zhe Li, Ying Liu, Luyin Cheng, Qi Yang, Yan Li

* 14 pages, 6 Figures 

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Single image super-resolution using self-optimizing mask via fractional-order gradient interpolation and reconstruction


Mar 18, 2017
Qi Yang, Yanzhu Zhang, Tiebiao Zhao, YangQuan Chen

* 24 pages, 13 figures, it is to appear in ISA Transactions 

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Fractional Calculus In Image Processing: A Review


Aug 10, 2016
Qi Yang, Dali Chen, Tiebiao Zhao, YangQuan Chen

* 26 pages, 9 figures, 117 conference 

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Practical Algorithms for Learning Near-Isometric Linear Embeddings


Apr 22, 2016
Jerry Luo, Kayla Shapiro, Hao-Jun Michael Shi, Qi Yang, Kan Zhu


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