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Reinforced Molecular Optimization with Neighborhood-Controlled Grammars

Nov 14, 2020
Chencheng Xu, Qiao Liu, Minlie Huang, Tao Jiang

* Advances in Neural Information Processing Systems, 33 (2020) 
* 12 pages;two figures; NeurIPS 2020 

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Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

Jun 25, 2020
Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen, Dong Yue, Tao Jiang, Xiaohong Guan

* 14 pages, 21 figures 

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On identifying clusters from sum-of-norms clustering computation

Jun 19, 2020
Tao Jiang, Stephen Vavasis


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Robot-assisted Backscatter Localization for IoT Applications

May 21, 2020
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang

* To appear in IEEE Transactions on Wireless Communications. arXiv admin note: substantial text overlap with arXiv:1908.03297 

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang


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WiFi-Inertial Indoor Pose Estimation for Micro Aerial Vehicles

Mar 16, 2020
Shengkai Zhang, Wei Wang, Tao Jiang

* To appear in IEEE Transactions on Industrial Electronics 

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A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation

Mar 08, 2020
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li


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Communication-Efficient Edge AI: Algorithms and Systems

Feb 22, 2020
Yuanming Shi, Kai Yang, Tao Jiang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference

Feb 12, 2020
Youwei Song, Jiahai Wang, Zhiwei Liang, Zhiyue Liu, Tao Jiang

* 5 pages, 2 figures 

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VerSe: A Vertebrae Labelling and Segmentation Benchmark

Jan 24, 2020
Anjany Sekuboyina, Amirhossein Bayat, Malek E. Husseini, Maximilian L√∂ffler, Markus Rempfler, Jan Kukańćka, Giles Tetteh, Alexander Valentinitsch, Christian Payer, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Stefan Zachowk, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Qingyue Wei, Kevin Brown, Matthias Wolf, Alexandre Kirszenberg, √Člodie Puybareauq, Bj√∂rn H. Menze, Jan S. Kirschke


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RF Backscatter-based State Estimation for Micro Aerial Vehicles

Dec 19, 2019
Shengkai Zhang, Wei Wang, Ning Zhang, Tao Jiang

* To appear at IEEE INFOCOM 2020 

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Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs

Sep 23, 2019
Xuedou Xiao, Wei Wang, Taobin Chen, Yang Cao, Tao Jiang, Qian Zhang


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Localizing Backscatters by a Single Robot With Zero Start-up Cost

Aug 09, 2019
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang


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Automated Steel Bar Counting and Center Localization with Convolutional Neural Networks

Jun 03, 2019
Zhun Fan, Jiewei Lu, Benzhang Qiu, Tao Jiang, Kang An, Alex Noel Josephraj, Chuliang Wei

* Ready to submit IEEE Transactions on Industrial Informatics 

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Attentional Encoder Network for Targeted Sentiment Classification

Apr 01, 2019
Youwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao

* 7 pages 

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Recovery of a mixture of Gaussians by sum-of-norms clustering

Feb 19, 2019
Tao Jiang, Stephen Vavasis, Chen Wen Zhai


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Federated Learning via Over-the-Air Computation

Jan 04, 2019
Kai Yang, Tao Jiang, Yuanming Shi, Zhi Ding


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Double Neural Counterfactual Regret Minimization

Dec 27, 2018
Hui Li, Kailiang Hu, Zhibang Ge, Tao Jiang, Yuan Qi, Le Song


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Distributed Private Online Learning for Social Big Data Computing over Data Center Networks

Feb 21, 2016
Chencheng Li, Pan Zhou, Yingxue Zhou, Kaigui Bian, Tao Jiang, Susanto Rahardja

* ICC2016 

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