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姓名：许艺凡

职称：学院教师

电话：

办公室：九龙湖校区计算机楼326

个人主页：DBLP: https://dblp.org/pid/62/1662-2.html

邮箱：xyf@seu.edu.cn

教育背景

  • 2014 - 2021，东南大学，网络空间安全工学博士

  • 2018 - 2020，加拿大维多利亚大学，联合培养博士

  • 2008 - 2012，东南大学，计算机科学与技术工学学士

学术兼职

  • IEEE会员、中国计算机学会会员、江苏省网络空间安全学会会员

  • 审稿人：AAAI 2021、ICML 2021、ICML 2022、NIPS 2021、IEEE TKDE

研究领域

移动众包应用中的资源分配问题，例如共享单车和网约车。最近，我的研究主要集中在在线/离线随机匹配和在线学习模型的算法设计和分析，以及资源分配过程中的隐私保护机制设计。

关键词：Mobile Crowdsourcing Applications (MCA)，移动众包应用；Online Bipartite Matching (OBM)，在线二分匹配；Online Resource Allocation (ORA)，在线资源分配；Online Learning (OL)，在线学习；Privacy-Preserving(PP)，隐私保护

研究概况

最近动态

研究课题

科研项目（主持）

  • “互联网基础设施关键信息感知、分析、服务与示范验证”，国家重点研发计划子课题，2023-今

  • “基于IPv6的无线传感网长效运行关键技术研究”，赛尔网络下一代互联网技术创新项目，2017-2019

  • “时空关联的机会社会网络中数据分发机制的研究”，江苏省普通高校研究生科研创新计划，2016-2017

科研项目（参研）

  • “面向线性环境监测的无线传感网多跳数据传输相关技术与理论研究”，国家自然科学基金面上项目，2020-今

  • “互联网基础行为测量与分析 “，国家重点研发计划，2019-2022

  • “非合作无线车载自组织网络中路由关键技术的研究“ ，江苏省自然科学基金，2015-2018

  • “受控移动辅助的无线传感网长效运行关键技术研究”，国家自然科学基金面上项目，2014-2017

  • “大数据平台智能采集和处理技术研究和应用”，教育部-中国移动科研基金研发项目，2016-2017

奖励与荣誉

  • 2022年江苏省卓越博士后计划

  • 2022年江苏省网络空间安全学会优秀博士学位论文

  • 2022年东南大学优秀博士学位论文

  • 2021年度东南大学“至善博士后”支持计划

课程信息

学术成果


  • Yifan Xu, Pan Xu, Jianping Pan, Jun Tao. A Unified Model for the Two-stage Offline-then-Online Resource Allocation. In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI’20), 2020: 4206-4212.   (CCF-A)

  • Yifan Xu, Pan Xu. Trading the System Efficiency for the Income Equality of Drivers in Rideshare.  In: Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI’20), 2020: 4199-4205. (CCF-A)

  • Anik Pramanik, Pan Xu, Yifan Xu*.  Equity Promotion in Public Transportation. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. (共同一作, Author names are listed alphabetically, CCF-A)

  • Pan Xu, Yifan Xu*.  Equity Promotion in Online Resource Allocation. In: Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. (共同一作, Author names are listed alphabetically, CCF-A)

  • Will Ma, Pan Xu, Yifan Xu*. Fairness Maximization among Offline Agents in Online-Matching Markets. In: Proceedings of the 17th Conference on Web and Internet Economics (WINE), 2021. (共同一作, Author names are listed alphabetically, CCF-A)

  • Zhiming Huang, Yifan Xu, Jianping Pan. TSOR: Thompson Sampling-based Opportunistic Routing. In: IEEE Transactions on Wireless Communication, 2021. (CCF-B)

  • Yang Gao, Jun Tao, Yifan Xu, Zuyan Wang, Weice Sun, Guang Cheng. CEBD: Contact-Evidence-Driven Blackhole Detection Based on Machine Learning in OppNets. In: IEEE Transactions on Computational Social Systems, 8 (2021): 1344-1356.

  • Yifan Xu, Guanghui Wang, Jun Tao, Jianping Pan. Efficient Task Assignment for Crowd-Powered Rebalancing in Bike Sharing Systems. In: Proceedings of  IEEE Intelligent Transportation Systems Conference (ITSC’19), 2019: 232-237. 

  • Guanghui Wang, Yifan Xu, Fei Tong, Jianping Pan, Subin Shen. Modeling and Analyzing Single Anchor Localization for Internet of Things. In: Proceedings of IEEE International Conference on Communications (ICC) 2019: 1-6. (CCF-C)

  • Yang Gao, Jun Tao, Yifan Xu, Haotian Wu, Noah Kwaku Baah. Collaborative Route Plan for Parking Sites Selection in Bike-Sharing Systems. In: Proceedings of IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD) 2018: 814-819. (CCF-C)

  • Yifan Xu, Jun Tao, Yang Gao, Li Zeng. Location­-aware Worker Selection for Mobile Opportunistic Crowdsensing in VANETs. In: Proceedings of IEEE Global Communications Conference (Globecom’17), 2017: 1-6. (CCF-C)

  • Jun Tao, Tianqi Zhai, Haotian Wu, Yifan Xu, Yongqiang Dong. A quality- enhancing coverage scheme for camera sensor networks. In: Proceedings of IEEE Industrial Electronics Society (IECON) 2017: 8458-8463. 

  • Jun Tao, Yifan Xu, Chengwei Tan, Xiaoxiao Wang. Location-aware Opportunistic Forwarding in Mobile Opportunistic Networks. In: Proceedings of IEEE Wireless Communications and Networking Conference (WCNC 2015), Louisiana, New Orleans, USA, March 2015, pp.1865-1870. (CCF-C)

  • Jun Tao, Ziyi Zhang, Fuqin Feng, Jian He, Yifan Xu. Non-cooperative Resource Allocation Scheme for Data Access in VANET Cloud Environment. In: Proceedings of International Conference on Advanced Cloud and Big Data (CBD) 2015: 190-196. 

  • Jun Tao, Chengwei Tan, Ziyi Zhang, Jian He, Yifan Xu. Opportunistic Forwarding based on the weighted social characteristics in MSNs. In: Proceedings of IEEE International Conference on Communications (ICC) 2015: 6318-6323. (CCF-C)

其他