刘园
教师姓名：刘园
教师英文名称：Yuan Liu
教师拼音名称：liuyuan
出生日期：1986-10-24
电子邮箱：
入职时间：2015-09-23
学历：博士研究生毕业
办公地点：浑南校区B座447办公室
性别：女
联系方式：liuyuan@swc.neu.edu.cn
学位：博士
职称：副教授
在职信息：在职
毕业院校：新加坡南洋理工大学
所属院系：软件学院
学科：
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通讯/办公地址：
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论文成果
- Yuan Liu, Mengmeng Tian, Yuxin Chen, Zehui Xiong, Chunyan Miao. A Contract Theory based Incentive Mechanism for Federated Learing. International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI 2021). Best Student Paper .
- Ke Lv, Yuan Liu, Jienan Chen, Dongxia Wang, Zhihong Tian. An Interactive System for Unfair Rating Detection Models in a Customized Perspective. The 20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2021). CCF-C .
- Yixiao Lan, Yuan Liu, Boyang Li, Chunyang Miao. Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo).The 35th AAAI Conference IEEE International Conference on Artificial Intelligence (AAAI 2021). Demo paper, CCF-A.
- Zhizhao Zhang, Tianzhi Yang, Yuan Liu. SABlockFL: A Blockchain-based Smart Agent System Architecture and Its Application in Federated Learning. International Journal of Crowd Science, 2020 .
- Shuangfeng Zhang, Yuan Liu, Xingren Chen, Xin Zhou. A POMDP-based Method for Analyzing Blockchain System Security Against Long Delay Attack (Extended Abstract). The 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). CCF-B .
- Yuan Liu, Shuai Sun, Zhengpeng Ai, Shuangfeng Zhang, Zelei Liu, Han Yu. FedCoin: A Peer-to-Peer Payment System for Federated Learning. in arXiv, 2020 .
- Yixiao Lan, Yuan Liu, Boyang Li. Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains. in CoRR abs/2007.15145, 2020 .
- Yuan Liu, Zhengpeng Ai, Mengmeng Tian, Guibing Guo, Linying Jiang. DSBFT: A Delegation based Scalable Byzantine False Tolerance Consensus Mechanism. The 20th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2020). CCF-C.
- Zhengpeng Ai, Yuan Liu, Xingwei Wang. ABC: An auction-based Blockchain Consensus-Incentive Mechanism. The 26th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2020), 2020 (Invited). CCF-C .
- Shuangfei Zhang, Yuan Liu, Xingren Chen. BIT Problem: Is There A Trade-off in the Performances of Blockchain Systems?. 2019 International Conference on Blockchain and Trustworthy Systems (BlockSys 2019). EI .
