- title: "AoI-aware Federated Unlearning for Streaming Data with Online Client Selection and Pricing"
  authors: "Y. Cui, **N. Ding***, and M. Cheung"
  description: "IEEE International Conference on Computer Communications (INFOCOM), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 18.7%, CCF A)</span>"
  type: conference
  links:

- title: "COTRA: A Data Trading Framework for Multi-source Data Cooperation"
  authors: "J. Cheng, **N. Ding**, J. C.S. Lui, and J. Huang"
  description: "IEEE Transactions on Mobile Computing (TMC), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal

- title: "Incentivized Federated Learning and Unlearning"
  authors: "**N. Ding**, Z. Sun, E. Wei, and R. Berry"
  description: "IEEE Transactions on Mobile Computing (TMC), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://arxiv.org/pdf/2308.12502"

- title: "OSTOR: Online Scheduling Framework for Trading Continuous Queries"
  authors: "J. Cheng, **N. Ding**, J. C.S. Lui, and J. Huang"
  description: "IEEE International Conference on Data Engineering (ICDE), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A)</span>"
  type: conference
  links:
    paper: "https://www.cse.cuhk.edu.hk/~cslui/PUBLICATION/ICDE25.pdf"

- title: "Incentive Mechanism Design for Federated Learning with Dynamic Network Pricing"
  authors: "**N. Ding**, L. Gao, and J. Huang"
  description: "IEEE Transactions on Mobile Computing (TMC), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/abstract/document/10909360"

- title: "An Overview on Economic Analysis of Internet of Everything"
  authors: "**N. Ding**, X. Ouyang, L. Gao, J. Huang, and G. Xing"
  description: "IEEE Communications Surveys & Tutorials (COMST), 2025. <span style=\"color:#3a5581; font-weight:bold;\">(IF=34.4, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/abstract/document/10947468"

- title: "Continuous Query-based Data Trading"
  authors: "J. Cheng, **N. Ding**, J. C.S. Lui, and J. Huang"
  description: "ACM SIGMETRICS, 2024. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 10%, CCF B)</span>"
  type: conference
  links:
    paper: "https://dl.acm.org/doi/abs/10.1145/3652963.3655050"

- title: "Cooperative Multi-source Data Trading"
  authors: "J. Cheng, **N. Ding**, J. C.S. Lui, and J. Huang"
  description:  "IEEE Global Communications Conference (GLOBECOM), 2024.  <span style=\"color:#3a5581; font-weight:bold;\">(TH-CPL B)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10900935"
    
- title: "Strategic Data Revocation in Federated Unlearning"
  authors: "**N. Ding**, E. Wei, and R. Berry"
  description: "IEEE International Conference on Computer Communications (INFOCOM), 2024. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 19.6%, CCF A)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/abstract/document/10621201"

- title: "Incentive Mechanism Design for Federated Learning and Unlearning"
  authors: "**N. Ding**, Z. Sun, E. Wei, and R. Berry"
  description: "ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), 2023. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 21.9%, CCF B)</span>"
  type: conference
  links:
    paper: "https://dl.acm.org/doi/abs/10.1145/3565287.3610269"

- title: "Joint Participation Incentive and Network Pricing Design for Federated Learning"
  authors: "**N. Ding**, L. Gao, and J. Huang"
  description: "IEEE International Conference on Computer Communications (INFOCOM), 2023. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 19.2%, CCF A)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/abstract/document/10229084"

- title: "Optimal Pricing Design for Coordinated and Uncoordinated IoT Networks"
  authors: "**N. Ding**, L. Gao, and J. Huang"
  description: "IEEE Transactions on Mobile Computing (TMC), 2023. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/document/9901393"

- title: "Optimal Pricing Under Vertical and Horizontal Interaction Structures for IoT Networks"
  authors: "**N. Ding**, L. Gao, J. Huang, Xin Li, and Xin Chen"
  description: "IEEE International Conference on Computer Communications (INFOCOM), 2022. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 19.9%, CCF A, collaborated with Huawei)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/document/9796826"

- title: "Optimization Design for Federated Learning in Heterogeneous 6G Networks"
  authors: "B. Luo, X. Ouyang, P. Sun, P. Han, **N. Ding**, and J. Huang"
  description: "IEEE Network, vol. 37, no. 2, pp. 38-43, 2023."
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/document/10239352"

- title: "Optimal Incentive and Load Design for Distributed Coded Machine Learning"
  authors: "**N. Ding**, Z. Fang, L. Duan, and J. Huang"
  description: "IEEE Journal on Selected Areas in Communications (JSAC), vol. 39, no. 7, pp. 2090-2104, Jul. 2021. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/document/9433428"

- title: "Optimal Contract Design for Efficient Federated Learning With Multi-Dimensional Private Information"
  authors: "**N. Ding**, Z. Fang, and J. Huang"
  description: "IEEE Journal on Selected Areas in Communications (JSAC), vol. 39, no. 1, pp. 186-200, Jan. 2021. <span style=\"color:#3a5581; font-weight:bold;\">(CCF A, JCR Q1)</span>"
  type: journal
  links:
    paper: "https://ieeexplore.ieee.org/document/9252911"

- title: "Incentive Mechanism Design for Distributed Coded Machine Learning"
  authors: "**N. Ding**, Z. Fang, L. Duan, and J. Huang"
  description: "IEEE International Conference on Computer Communications (INFOCOM), 2021. <span style=\"color:#3a5581; font-weight:bold;\">(Acceptance rate 19.9%, CCF A)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/abstract/document/9488672"

- title: "Information Disclosure Game on Sharing Platforms"
  authors: "**N. Ding**, Z. Fang, and J. Huang"
  description: "IEEE Global Communications Conference (GLOBECOM), 2020.  <span style=\"color:#3a5581; font-weight:bold;\">(TH-CPL B)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/document/9322642"

- title: "Incentive Mechanism Design for Federated Learning with Multi-Dimensional Private Information"
  authors: "**N. Ding**, Z. Fang, and J. Huang"
  description: "International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2020. <span style=\"color:#3a5581; font-weight:bold;\">(TH-CPL B)</span>"
  type: conference
  links:
    paper: "https://ieeexplore.ieee.org/document/9155318"

