吕洪涛
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基本信息
  • 教师拼音名称:
    Lv Hongtao
  • 电子邮箱:
    lht@sdu.edu.cn
  • 入职时间:
    2022-07-30
  • 所在单位:
    山东大学-南洋理工大学人工智能国际联合研究院
  • 学历:
    博士研究生毕业
  • 性别:
  • 学位:
    工学博士学位
  • 在职信息:
    在职
  • 毕业院校:
    上海交通大学
教师简介

吕洪涛,博士,山东大学-南洋理工大学人工智能国际联合研究院(C-FAIR)特别资助类博士后。2022年6月于上海交通大学计算机科学与工程系获得博士学位,师从吴帆教授。研究兴趣主要包括算法博弈论及其应用、机制设计、联邦学习、计算广告等,在国内外顶级期刊和会议JSAC、TCS、AAAI、KDD等发表论文多篇,曾获得ACM中国上海分会优秀博士论文奖、AAIM2018会议最佳学生论文奖等荣誉,并担任TKDE、TCS、TNSE、KBS等期刊和AAAI、IJCAI、WASA等会议的审稿人或程序委员会委员。


代表性论文:

[1] Hongtao Lv, Zhenzhe Zheng, Fan Wu, and Guihai Chen, Strategy-Proof Online Mechanisms for Weighted AoI Minimization in Edge Computing, IEEE Journal on Selected Areas in Communications (JSAC), Volume 39, Issue 5, Pages 1277-1292, Feb. 2021. (CCF A类, IF=11.42)

[2] Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng, Jinghan Liu, Chuan Yu, Lei Liu, Lizhen Cui, and Fan Wu, Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising, in Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, USA, Feb. 7-14, 2023. (CCF A类)

[3] Hongtao Lv, Chaoli Zhang, Zhenzhe Zheng, Tie Luo, Fan Wu, and Guihai Chen. Mechanism Design with Predicted Task Revenue for Bike Sharing Systems, in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, New York, USA, Feb. 7-12, 2020. (CCF A类)

[4] Hongtao Lv, Fan Wu, Tie Luo, Xiaofeng Gao, and Guihai Chen, Hardness of and Approximate Mechanism Design for the Bike Rebalancing Problem, Theoretical Computer Science (TCS), Volume 803, Pages 105-115, Jul. 2019. (CCF B类)

[5] Hongtao Lv, Fan Wu, Tie Luo, Xiaofeng Gao, and Guihai Chen, Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing, in Proceedings of the 12th International Conference on Algorithmic Aspects in Information and Management (AAIM), Dallas, Texas, USA, Dec. 3-4, 2018. (Best student paper)

[6] Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, and Chengfei Lv, Data-Free Evaluation of User Contributions in Federated Learning, in Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt), virtual conference, Oct. 18-21, 2021. (清华列表B类)

[7] Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, and Xiaoqiang Zhu, Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising, in Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), virtual conference, Aug. 14-18, 2021. (CCF A类) 

[8] Chao Yu, Hongtao Lv, Sandip Sen, Jianye Hao, Fenghui Ren, and Rui Liu, An Adaptive Learning Framework for Efficient Emergence of Social Norms, in Proceedings of the 15th International Conference on Autonomous Agents & Multiagent Systems (AAMAS), extended abstract, Singapore, May 9-13, 2016. (CCF B类)

[9] 吕洪涛, 牛超越, 吴帆, 移动端智能与联合学习, 中国计算机学会通讯 (CCCF), 2021年第十期.


教育经历
  • 2013-9 — 2017-6
    大连理工大学
    计算机科学与技术
    工学学士学位
  • 2017-9 — 2022-6
    上海交通大学
    计算机科学与技术
    工学博士学位
科研成果
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