%% Blockchain Consensus 区块链共识激励算法
@Article{LiuYuan2021aPoleComputerNet,
	author    = {Liu, Yuan and Lan, Yixiao and Li, Boyang and Miao, Chunyan and Tian, Zhihong},
	journal   = {Computer Networks},
	title     = {Proof of Learning (PoLe): Empowering neural network training with consensus building on blockchains},
	year      = {2021},
	volume    = {201},
	pages ={108594:1-10}
}
@InProceedings{LiuYuanAAAI2021PoLe,
	author            = {Lan, Yixiao and Liu, Yuan and Li, Boyang and Miao, Chunyan},
	booktitle         = {Proceeding of 35th AAAI Conference on Artificial Intelligence},
	title             = {Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo)},
	year              = {2021},
	pages             = {16063--16066}
}
@InProceedings{LiuYuan2019PoR,
	author    = {Zhuang, Qianwei and Liu, Yuan and Chen, Lisi and Ai, Zhengpeng},
	title     = {Proof of reputation: A reputation-based consensus protocol for blockchain based systems},
	year      = {2019},
	pages     = {131 -- 138},
	booktitle   = {Proceedings of International Electronics Communication Conference {(IECC)}}
}
@InProceedings{LiuYuanAi2020ABC,
	author            = {Ai, Zhengpeng and Liu, Yuan and Wang, Xingwei},
	booktitle         = {Proceedings of 26th IEEE International Conference on Parallel and Distributed Systems {(ICPADS)}},
	title             = {{ABC}: An Auction-Based Blockchain Consensus-Incentive Mechanism},
	year              = {2020},
	pages             = {609--616}
}
@InProceedings{LiuYuan2020DSBFT,
	author    = {Liu, Yuan and Ai, Zhengpeng and Tian, Mengmeng and Guo, Guibing and Jiang, Linying},
	booktitle = {Proceedings of 20th International Conference on Algorithms and Architectures for Parallel Processing {(ICA3PP)}},
	title     = {{DSBFT}: A Delegation Based Scalable Byzantine False Tolerance Consensus Mechanism},
	year      = {2020},
	pages     = {426--440}
}

%% Blockchain Appliction 区块链应用
@Article{LiuYuanChen2022FileWallet,
	author    = {Chen, Jienan and Zhang, Chuang and Yan, Yu and Liu, Yuan},
	journal   = {Computer Modeling in Engineering and Sciences},
	title     = {FileWallet: A File Management System Based on IPFS and Hyperledger Fabric},
	year      = {2022},
	number    = {2},
	pages     = {949--966},
	volume    = {130}
}
@Article{LiuYuanMin2022AssetBlockchain,
	author         = {Min, Xinping and Kong, Lanju and Li, Qingzhong and Liu, Yuan and Zhang, Baochen and Zhao, Yongguang and Xiao, Zongshui and Guo, Bin},
	journal        = {Computer Networks},
	title          = {Blockchain-native mechanism supporting the circulation of complex physical assets},
	year           = {2022},
	volume         = {202},
	number = {108588},
	pages ={1--12}
}
@InProceedings{LiuYuanYang2019,
	author    = {Yang, Tianzhi and Liu, Yuan and Yang, Xiaodan and Kang, Yilin},
	title     = {A Smart Agent based Blockchain Applicaiton Architecture},
	year      = {2019},
	pages     = {33 - 39},
	booktitle   = {Proceedings of 4th International Conference on Crowd Science and Engineering {(ICCSE)}}
}
@InProceedings{LiuYuan2017IDblockchain,
	author            = {Liu, Yuan and Zhao, Zheng and Guo, Guibing and Wang, Xingwei and Tan, Zhenhua and Wang, Shuang},
	booktitle         = {Proceedings of 15th Annual Conference on Privacy, Security and Trust {(PST)}},
	title             = {An Identity Management System Based on Blockchain},
	year              = {2017},
	pages             = {44--53}
}
@InProceedings{LiuYuanZhao2019IdentityBlockchain,
	author    = {Zhao, Zheng and Liu, Yuan},
	title     = {A Blockchain based Identity Management System Considering Reputation},
	year      = {2019},
	pages     = {32 -- 36},
	booktitle   = {Proceedings of 2nd International Conference on Information Systems and Computer Aided Education {(ICISCAE)}}
}
%% Blockchain Federated Learning 区块链联邦学习
@incollection{LiuYuanFedCoin2020,
	author    = {Yuan Liu and
	Zhengpeng Ai and
	Shuai Sun and
	Shuangfeng Zhang and
	Zelei Liu and
	Han Yu},
	title     = {FedCoin: {A} Peer-to-Peer Payment System for Federated Learning},
	booktitle = {Federated Learning - Privacy and Incentive},
	volume    = {12500},
	pages     = {125--138},
	year      = {2020}
}
@Article{LiuYuanZhang2020a,
	author    = {Zhizhao Zhang and Tianzhi Yang and Yuan Liu},
	journal   = {International Journal of Crowd Science},
	title     = {{SABlockFL}: A Blockchain-based Smart Agent System Architecture and Its Application in Federated Learning},
	year      = {2020},
	number    = {2},
	pages     = {133--147},
	volume    = {4}
}
%% blockchain security 区块链安全
@InProceedings{LiuYuanZhang2020b,
	author    = {Zhang, Shuangfeng and Liu, Yuan and Chen, Xingren and Zhou, Xin},
	title     = {A POMDP-based Method for Analyzing Blockchain System Security Against Long Delay Attack},
	year      = {2020},
	pages     = {2074 -- 2076},
	booktitle   = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems {(AAMAS)}}
}
@InProceedings{LiuYuanZhang2020BIT,
	author    = {Zhang, Shuangfeng and Liu, Yuan and Chen, Xingren},
	booktitle = {Proceeding of Blockchain and Trustworthy Systems {(BLOCKSYS)}},
	title     = {BIT Problem: Is There a Trade-off in the Performances of Blockchain Systems?},
	year      = {2020},
	pages     = {123--136}
}
%% Incentive Mechanism 激励机制
@InProceedings{LiuYuan2013RobustnessAAMAS,
	author    = {Liu, Yuan and Zhang, Jie},
	title     = {Robustness Evaluation of Incentive Mechanisms},
	year      = {2013},
	pages     = {1293 -- 1294},
	booktitle   = {12th International Conference on Autonomous Agents and Multiagent Systems {(AAMAS)}}
}
@InProceedings{LiuYuan2012IncentiveM,
	author    = {Liu, Yuan and Zhang, Jie and Li, Qin},
	title     = {An Incentive Mechanism to Promote Honesty in E-marketplaces with Limited Inventory},
	year      = {2012},
	pages     = {209 -- 216},
	booktitle   = {Proceedings of IFIP Advances in Information and Communication Technology}
}
@InProceedings{LiuYuan2012aIncentiveM,
	author    = {Liu, Yuan and Zhang, Jie and Li, Qin},
	title     = {Design of An Incentive Mechanism to Promote Honesty in E-marketplaces with Limited Inventory},
	year      = {2012},
	pages     = {54 -- 61},
	booktitle   = {Proceedings of International Conference on Electronic Commerce {(ICEC)}}
}
@InProceedings{LiuYuan2013aTowards,
	author    = {Liu, Yuan},
	title     = {Towards the design of a robust incentive mechanism for e-marketplaces with limited inventory},
	year      = {2013},
	pages     = {1441 -- 1442},
	booktitle   = {Proceedings of 12th International Conference on Autonomous Agents and Multiagent Systems}
}
@Article{LiuYuan2014IncentiveLimitedInventory,
	author    = {Liu, Yuan and Zhang, Jie},
	journal   = {Electronic Commerce Research and Applications},
	title     = {An incentive mechanism designed for e-marketplaces with limited inventory},
	year      = {2014},
	number    = {2},
	pages     = {110--127},
	volume    = {13}
}
@InProceedings{LiuYuan2014cDoubleAuction,
	author            = {Liu, Yuan and Zhang, Jie and Yu, Han and Miao, Chunyan},
	booktitle         = {Proceedings of 28th AAAI Conference on Artificial Intelligence},
	title             = {Reputation-Aware Continuous Double Auction},
	year              = {2014},
	pages             = {3126--3127}
}
@Article{LiuYuan2016SimulationRobustness,
	author    = {Liu, Yuan and Zhang, Jie and An, Bo and Sen, Sandip},
	journal   = {Autonomous Agents and Multi-agent Systems},
	title     = {A simulation framework for measuring robustness of incentive mechanisms and its implementation in reputation systems},
	year      = {2016},
	number    = {4},
	pages     = {581--600},
	volume    = {30}
}
@InProceedings{LiuYuan2015IncentiveCrowdsourcing,
	author            = {Liu, Siyuan and Miao, Chunyan and Liu, Yuan and Yu, Han and Zhang, Jie and Leung, Cyril},
	booktitle         = {Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology {(WI-IAT)}},
	title             = {An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks},
	year              = {2015},
	pages             = {96--103}
}

@InProceedings{LiuYuanNoorian2014SocialTrust,
	author    = {Noorian, Zeinab and Mohkami, Mohsen and Liu, Yuan and Fang, Hui and Vassileva, Julita and Zhang, Jie},
	booktitle = {Proceedings of {IEEE/WIC/ACM} International Joint Conferences on Web Intelligence and Intelligent Agent Technologies {(WI-IAT)}},
	title     = {{SocialTrust}: Adaptive Trust Oriented Incentive Mechanism for Social Commerce},
	year      = {2014},
	pages     = {250-257}
}
%%% blockchain reputation 区块链信誉系统
@InProceedings{LiuYuanSun2019PrivacyRep,
	author            = {Sun, Shuai and Liu, Yuan and Guo, Guibing},
	booktitle         = {Proceedings of IEEE International Symposium on Parallel and Distributed Processing with Applications},
	title             = {A Privacy-Preserving and Robust Reputation System based on Blockchain},
	year              = {2019},
	pages             = {634--639}
}

%% Reputation System 信誉系统
@Article{LiuYuan20213Rtrust,
	author         = {Liu, Yuan and Zhou, Xin and Yu, Han},
	journal        = {Knowledge-based Systems},
	title          = {{3R} model: A post-purchase context-aware reputation model to mitigate unfair ratings in e-commerce},
	year           = {2021},
	volume         = {231},
	number = {107441},
	pages={1--11}
}
@InProceedings{LiuYuanBai2019RepReputation,
	author    = {Bai, Jin and Liu, Yuan},
	title     = {A Reputation Model Considering Buyer Subjectivity and Product Return Behavior},
	year      = {2019},
	pages     = {26 -- 31},
	booktitle   = {Proceedings of 2nd International Conference on Information Systems and Computer Aided Education {(ICISCAE)}}
}
@InProceedings{LiuYuan2017cRepurchase,
	author    = {Liu, Yuan and Bai, Jin and Guo, Guibing and Wang, Xingwei and Tan, Zhenhua},
	title     = {A reputation model considering repurchase behavior and mechanism design to promote repurchase},
	year      = {2017},
	pages     = {256 -- 268},
	journal   = {Proceedings of 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage {(SpaCCS)}}
}

@InProceedings{LiuYuan2017aBetaRep,
	author            = {Liu, Yuan and Chitawa, Usman Shittu and Guo, Guibing and Wang, Xingwei and Tan, Zhenhua and Wang, Shuang},
	booktitle         = {Proceedings of 2nd International Conference on Crowd Science and Engineering {(ICCSE)}},
	title             = {A Reputation Model for Aggregating Ratings based on Beta Distribution Function},
	year              = {2017},
	pages             = {77--81}
}
@Article{LiuYuan2017bCongress,
	author    = {Liu, Yuan and Zhang, Jie and Zhu, Quanyan and Wang, Xingwei},
	journal   = {IEEE Transactions on Computational Social Systems},
	title     = {{CONGRESS}: A Hybrid Reputation System for Coping with Rating Subjectivity},
	year      = {2017},
	number    = {3},
	pages     = {163 -- 178},
	volume    = {4}
}
@InProceedings{LiuYuan2015aMisreport,
	author    = {Liu, Siyuan and Miao, Chunyan and Liu, Yuan and Fang, Hui and Yu, Han and Zhang, Jie and Chai, Yueting and Leung, Cyril},
	title     = {A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings},
	year      = {2015},
	booktitle = {Proceedings of International Conference on Electronic Commerce {(ICEC)}},
	pages     ={1--8}
}
@InProceedings{LiuYuan2014bRepRev,
	author            = {Liu, Yuan and Liu, Siyuan and Fang, Hui and Zhang, Jie and Yu, Han and Miao, Chunyan},
	booktitle         = {Proceedings of 28th AAAI Conference on Artificial Intelligence},
	title             = {RepRev: Mitigating the Negative Effects of Misreported Ratings},
	year              = {2014},
	pages             = {3124--3125}
}
@InProceedings{LiuYuan2014aRobustnessMeasure,
	author            = {Liu, Yuan and Zhang, Jie and An, Bo and Sen, Sandip},
	booktitle         = {Proceedings of International Conference on Autonomous Agents and Multiagent Systems {(AAMAS)}},
	title             = {A Practical Robustness Measure of Incentive Mechanisms},
	year              = {2014},
	pages             = {1379--1380}
}
@InProceedings{LiuYuan2011RepCoaltion,
	author    = {Liu, Yuan and Zhang, Jie and Zhu, Quanyan},
	booktitle = {Proceedings of 3rd International Conference on Social Informatics},
	title     = {Design of a Reputation System Based on Dynamic Coalition Formation},
	year      = {2011},
	pages     = {135--144}
}
@Article{LiuYuanNoorian2014aTrust,
	author    = {Noorian, Zeinab and Zhang, Jie and Liu, Yuan and Marsh, Stephen and Fleming, Michael},
	journal   = {Autonomous Agents and Multi-agent Systems},
	title     = {Trust-oriented buyer strategies for seller reporting and selection in competitive electronic marketplaces},
	year      = {2014},
	number    = {6},
	pages     = {896--933}
}
@InProceedings{LiuYuanDeng2017SemiLearning,
	author    = {Deng, Huaxun and Zhao, Linfeng and Luo, Ning and Liu, Yuan and Guo, Guibing and Wang, Xingwei and Tan, Zhenhua and Wang, Shuang and Zhou, Fucai},
	booktitle = {Proceedings of 15th IEEE International Symposium on Parallel and Distributed Processing with Applications {(ISPA)}},
	title     = {Semi-supervised Learning based Fake Review Detection},
	year      = {2017},
	pages     = {1278--1280}
}

@InProceedings{LiuYuanLuo2017Review,
	author    = {Luo, Ning and Deng, Huaxun and Zhao, Linfeng and Liu, Yuan and Wang, Xingwei and Tan, Zhenhua},
	booktitle = {Proceedings of 4th International Conference on Information Science and Control Engineering {(ICISCE)}},
	title     = {Multi-aspect Feature based Neural Network Model in Detecting Fake Reviews},
	year      = {2017},
	pages     = {475--479}
}

@InProceedings{LiuYuanTan2016Trust,
	author            = {Tan, Zhenhua and Niu, Yicong and Liu, Yuan and Yang, Guangming},
	booktitle         = {Proceedings of 14th Annual International Conference on Privacy, Security and Trust {(PST)}},
	title             = {A Novel Trust Model Based on SLA and Behavior Evaluation for Clouds},
	year              = {2016},
	pages             = {581--587}
}
@InProceedings{LiuYuanWang2018Reputation,
	author            = {Wang, Yufu and Liu, Yuan and Hu, Jinqiao and Zhang, Mingwei and Wang, Xingwei},
	booktitle         = {Proceedings of 14th International Conference on Mobile Ad-Hoc and Sensor Networks {(MSN)}},
	title             = {Reputation and incentive mechanism for SDN applications},
	year              = {2018},
	pages             = {152--157}
}
@Article{LiuYuanTan2016aECRModel,
	author    = {Tan, Zhenhua and Ning, Jingyu and Liu, Yuan and Wang, Xingwei and Yang, Guangming and Yang, Wei},
	journal   = {{IEEE ACCESS}},
	title     = {{ECRModel}: An Elastic Collision-Based Rumor-Propagation Model in Online Social Networks},
	year      = {2016},
	pages     = {6105--6120},
	volume    = {4}
}
%% Privacy Protection 隐私保护
@Article{LiuYuanGuo2018Privacy,
	author    = {Guo, Guibing and Yang, Tianzhi and Liu, Yuan},
	journal   = {{IEEE ACCESS}},
	title     = {Search Engine Based Proper Privacy Protection Scheme},
	year      = {2018},
	pages     = {78551--78558},
	volume    = {6}
}

%% recommendation system 推荐系统
@Article{LiuYuanZhai2021VSE,
  author    = {Zhai, Songlin and Guo, Guibing and Yuan, Fajie and Liu, Yuan and Wang, Xingwei},
  journal   = {IEEE Intelligent Systems},
  title     = {{VSE-fs: Fast Full-Sample Visual Semantic Embedding}},
  year      = {2021},
  number    = {4},
  pages     = {3--12},
  volume    = {36}
}
@Article{LiuYuanZhou2020aRecommendation,
	author    = {Zhou, Xin and Guo, Guibing and Sun, Zhu and Liu, Yuan},
	journal   = {Neurocomputing},
	title     = {Multi-facet user preference learning for fine-grained item recommendation},
	year      = {2020},
	pages     = {258--268},
	volume    = {385}
}
@InProceedings{LiuYuanZhou2020,
	author    = {Zhou, Xin and Sun, Zhu and Guo, Guibing and Liu, Yuan},
	booktitle = {Proceedings of 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining {(PAKDD)}},
	title     = {Modelling Temporal Dynamics and Repeated Behaviors for Recommendation},
	year      = {2020},
	pages     = {181--193}
}
@InProceedings{LiuYuanGuo2018aVSE,
	author            = {Guo, Guibing and Zhai, Songlin and Yuan, Fajie and Liu, Yuan and Wang, Xingwei},
	booktitle         = {Proceedings of 32nd AAAI Conference on Artificial Intelligence},
	title             = {{VSE-ens}: Visual-Semantic Embeddings with Efficient Negative Sampling},
	year              = {2018},
	pages             = {290--297}
}
@Article{LiuYuanQu2020Recommendation,
  author         = {Qu, Shilin and Guo, Guibing and Liu, Yuan and Yao, Yuan and Wei, Wei},
  journal        = {Knowledge-based Systems},
  title          = {Fast discrete factorization machine for personalized item recommendation},
  year           = {2020},
  volume         = {193},
  number = {105470},
  pages  ={1--11}
}
@Article{LiuYuanGuo2017Recommender,
  author    = {Guo, Guibing and Qiu, Huihuai and Tan, Zhenhua and Liu, Yuan and Ma, Jing and Wang, Xingwei},
  journal   = {Knowledge-based Systems},
  title     = {Resolving data sparsity by multi-type auxiliary implicit feedback for recommender systems},
  year      = {2017},
  pages     = {202--207},
  volume    = {138}
}
@InProceedings{LiuYuanWu2016WICuriosity,
  author            = {Wu, Qiong and Liu, Siyuan and Miao, Chunyan and Liu, Yuan and Leung, Cyril},
  booktitle         = {Proceedings of IEEE/WIC/ACM International Conference on Web Intelligence {(WI)}},
  title             = {A Social Curiosity Inspired Recommendation Model to Improve Precision, Coverage and Diversity},
  year              = {2016},
  pages             = {240--247}
}