吕洪涛
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Personal Information:
  • Name (Pinyin):
    Lv Hongtao
  • E-Mail:
    lht@sdu.edu.cn
  • Date of Employment:
    2022-07-30
  • School/Department:
    The Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR)
  • Education Level:
    With Certificate of Graduation for Doctorate Study
  • Gender:
    Male
  • Degree:
    Doctoral Degree in Engineering
  • Status:
    Employed
  • Alma Mater:
    Shanghai Jiao Tong University
Biography

Hongtao Lv, postdoctoral fellow. In June 2022, he received his Ph.D. degree from the Department of Computer Science and Engineering of Shanghai Jiao Tong University under the supervision of Prof. Fan Wu. He is also very lucky to work closely with Prof. Zhenzhe Zheng and Prof. Tony T. Luo. His research interests mainly include algorithmic game theory and its applications, mechanism design, federated learning, and computational advertising. He won the Best Student Paper Award of AAIM 2018 conference, the Excellent National Doctoral Dissertation Award in Multi-Agent Systems, the Excellent Doctoral Thesis Award of ACM China Shanghai Branch, and Shandong Postdoctoral Innovation Program.  He is a reviewer or PC member of journals including TKDE, TSC, TCS, TNSE, KBS, Computer Networks and conferences including AAAI, IJCAI, ICASSP, WASA.



Selected Publications:

[1] Hongtao Lv, Xiaohui Bei, Zhenzhe Zheng, and Fan Wu, Auction Design for Bidders with Ex Post ROI Constraints, Nineteenth Conference On Web and Internet Economics (WINE), Shanghai, Shanghai, China, Dec. 4-8, 2023. (CCF A)

[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)

[3] 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.

[4] 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, IF=11.42)

[5] 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)

[6] 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)

[7] 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)

[8] 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) 

[9] 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)

[10] Hongtao Lv, Chaoyue Niu, Fan Wu, Mobile Edge Intelligence and Federated Learning, Communication of China Computer Federation (CCCF), Volume 10, 2021, in Chinese.


Education
  • 2013-9 — 2017-6
    Dalian University of Technology
    Computer Science and Technology
    Bachelor's Degree in Engineering
  • 2017-9 — 2022-6
    Shanghai Jiao Tong University
    Computer Science and Technology
    Doctoral Degree in Engineering
Publication
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