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Near-Optimal Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration


Apr 10, 2022
Dongbin Jiaoa, Lingyu Wanga, Peng Yang, Weibo Yang, Yu Peng, Zhanhuan Shang, Ke Tang, Fengyuan Ren


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Over-the-Air Federated Learning via Second-Order Optimization


Mar 29, 2022
Peng Yang, Yuning Jiang, Ting Wang, Yong Zhou, Yuanming Shi, Colin N. Jones

* 30 pages, 9 figures 

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Machine Learning Empowered Intelligent Data Center Networking: A Survey


Mar 01, 2022
Bo Li, Ting Wang, Peng Yang, Mingsong Chen, Shui Yu, Mounir Hamdi


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Networking of Internet of UAVs: Challenges and Intelligent Approaches


Nov 13, 2021
Peng Yang, Xianbin Cao, Tony Q. S. Quek, Dapeng Oliver Wu


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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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Robust Dynamic Network Embedding via Ensembles


May 30, 2021
Chengbin Hou, Guoji Fu, Peng Yang, Shan He, Ke Tang


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Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network


Feb 26, 2021
Peng Yang, Kun Guo, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Chenxi Liu


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Power Control for a URLLC-enabled UAV system incorporated with DNN-Based Channel Estimation


Nov 14, 2020
Peng Yang, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Jingxuan Chen


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Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network


Oct 04, 2020
Conghao Zhou, Wen Wu, Hongli He, Peng Yang, Feng Lyu, Nan Cheng, Xuemin, Shen

* 14 pages, 8 figures 

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Evolutionary Reinforcement Learning via Cooperative Coevolutionary Negatively Correlated Search


Sep 08, 2020
Hu Zhang, Peng Yang, Yanglong Yu, Mingjia Li, Ke Tang


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Few-shots Parameter Tuning via Co-evolution


Jul 01, 2020
Ke Tang, Shengcai Liu, Peng Yang, Xin Yao


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Distributed Primal-Dual Optimization for Online Multi-Task Learning


Apr 02, 2020
Peng Yang, Ping Li


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Negatively Correlated Search as a Parallel Exploration Search Strategy


Oct 16, 2019
Peng Yang, Ke Tang, Xin Yao


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Fast mmwave Beam Alignment via Correlated Bandit Learning


Sep 07, 2019
Wen Wu, Nan Cheng, Ning Zhang, Peng Yang, Weihua Zhuang, Xuemin, Shen

* Accepted by IEEE Transactions on Wireless Communications. In this article, we propose a learning-based fast beam alignment algorithm to reduce beam alignment latency 

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A Parallel Divide-and-Conquer based Evolutionary Algorithm for Large-scale Optimization


Dec 06, 2018
Peng Yang, Ke Tang, Xin Yao

* 12 pages, 0 figures 

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Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback


Jul 20, 2017
Peng Yang, Peilin Zhao, Xin Gao, Yong Liu


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Robust Online Multi-Task Learning with Correlative and Personalized Structures


Jun 06, 2017
Peng Yang, Peilin Zhao, Xin Gao


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High-dimensional Black-box Optimization via Divide and Approximate Conquer


Mar 21, 2016
Peng Yang, Ke Tang, Xin Yao

* IEEE Transactions on Evolutionary Computation, 2018, 22(1): 143-156 
* 7 pages, 2 figures, conference 

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Negatively Correlated Search


Mar 08, 2016
Ke Tang, Peng Yang, Xin Yao

* IEEE Journal on Selected Areas in Communications, Vol. 34, Issue 3, pp. 1-9, March 2016 

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Supporting Regularized Logistic Regression Privately and Efficiently


Oct 01, 2015
Wenfa Li, Hongzhe Liu, Peng Yang, Wei Xie


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Classification and its applications for drug-target interaction identification


Mar 12, 2015
Jian-Ping Mei, Chee-Keong Kwoh, Peng Yang, Xiao-Li Li


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Microbial community pattern detection in human body habitats via ensemble clustering framework


Jan 04, 2015
Peng Yang, Xiaoquan Su, Le Ou-Yang, Hon-Nian Chua, Xiao-Li Li, Kang Ning

* BMC Systems Biology 2014, 8(Suppl 4):S7 
* BMC Systems Biology 2014 

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