蔡婷｜湖北工业大学｜学者主页

2026

面向智能交通的安全高效个性化联邦学习框架

王逸飞，胡颍，蔡婷，陈炜，吴雨芯，李晓丽，叶志伟

《计算机应用研究》

DOI

2026

Federated Multi-Label Feature Selection via Anchor-Guided Frequency-Domain Optimization Algorithm

Yuxue Hu, Yawen Yan, Li Zhao, Zhiwei Ye, Zhuo Luo, Songsong Zhang, Ting Cai

Algorithms

DOI

2026

Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning

Zhiwei Ye, Songsong Zhang, Wen Zhou, Libing Wu, Jun Shen, Ting Cai, Mingwei Wang, Jixin Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Autonomous Device-Oriented Blockchain Network Acceleration With Reinforcement Learning

Qilin Sun, Ting Cai, Wu-Hui Chen

IEEE transactions on consumer electronics

DOI

2026

ShardCutter: A Blockchain Sharding Protocol Achieving Transaction Workload Balance Across State Shards

Huaiwei Huang, Jian Zheng, Xuanye Zhu, Yue Lin, Ting Cai, Lu Zhou, Zi-Bin Zheng, Song Guo

IEEE Transactions on Networking

DOI

2025

RapidSnail: Improve Scalability of Blockchain Under High Contention Workload

Junyi Wen, Wuhui Chen, Jianting Zhang, Xiao Chen, Ting Cai, Hong‐Ning Dai, Zibin Zheng

IEEE Transactions on Computers

DOI

2025

HBOFFS: Hybrid breeding optimization algorithm inspired federated feature selection for intrusion detection in IIoT

Zhiwei Ỹe, Songsong Zhang, Zhou Wen, Libing Wu, Ting Cai, Mingwu Zhang, Mingwei Wang, Jixin Zhang, Mengya Lei

Knowledge-Based Systems

DOI

2025

Resilience driven EV coordination in multiple microgrids using distributed deep reinforcement learning

Yuxin Wu, Ting Cai, Xiaoli Li

Scientific Reports

DOI

2025

A Fairness-Guaranteed Framework for Semi-Asynchronous Federated Learning

Xiaoming He, Huawei Huang, Chun Wang, Feihong Hu, Ting Cai, Zibin Zheng

IEEE Transactions on Network Science and Engineering

DOI

2025

Multiagent Deep Reinforcement Learning for Transactive Energy Management of MMGs Incorporating Battery Swapping Stations

Ting Cai, You Zhang, Yuxin Wu, Haoyuan Yan, Tianyang Zhao

IEEE Transactions on Industrial Informatics

DOI

2025

A Secure Hierarchical Federated Learning Framework Based on FISCO Group Mechanism

Xiaoli Li, Yizhe Zhao, Ting Cai, Lili Jiao, Degang Xu, Qiong Gu

Communications in computer and information science

DOI

2024

Sparrow: Expediting Smart Contract Execution for Blockchain Sharding via Inter-Shard Caching

Junyuan Liang, Peiyuan Yao, Wuhui Chen, Zicong Hong, Jianting Zhang, Ting Cai, Min Sun, Zibin Zheng

IEEE Transactions on Parallel and Distributed Systems

DOI

2024

TEMP: Cost-Aware Two-Stage Energy Management for Electrical Vehicles Empowered by Blockchain

Ting Cai, Xiang Li, Yifei Wang, You Zhang, Zhiwei Ỹe, Qiyi He, Xiaoli Li, Yuquan Zhang, Patrick C. K. Hung

IEEE Internet of Things Journal

DOI

2024

SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain

Ting Cai, Wuhui Chen, Jianting Zhang, Zibin Zheng

IEEE Transactions on Services Computing

DOI

2024

Payment Routing Across IoT Blockchain Shards using Deep Reinforcement Learning

Ting Cai, Chaofan Li, Qiang Li, Yifei Wang, Yuxin Wu, Zhiwei Ye, Patrick C. K. Hung

IEEE International Conference on Sensing, Communication, and Networking (SECON)

DOI

2024

Incentive Sharing: A Consumer-Data Privacy Trusted Sharing Paradigm via Proximal Policy Optimization in Industry 5.0

Ting Cai, Ying Hu, Xiang Li, Wuhui Chen, Yuxin Wu, Zhiwei Ỹe, Zibin Zheng

IEEE Transactions on Consumer Electronics

DOI

2024

Libra: A Fairness-Guaranteed Framework for Semi-Asynchronous Federated Learning

Chun Wang, Huawei Huang, Ruixin Li, Jialiang Liu, Ting Cai, Zibin Zheng

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2023

MDRL-IR: Incentive Routing for Blockchain Scalability With Memory-Based Deep Reinforcement Learning

Bingxin Tang, Junyuan Liang, Zhongteng Cai, Ting Cai, Xiaocong Zhou, Yingye Chen

IEEE Transactions on Services Computing

DOI

2023

Blockchain-Based Federated Learning for IoT Sharing: Incentive Scheme with Reputation Mechanism

Ting Cai, Xiaoli Li, Wuhui Chen, Zimei Wei, Zhiwei Ye

Communications in computer and information science

DOI

2023

SocialChain: Decoupling Social Data and Applications to Return Your Data Ownership

Ting Cai, Zi-Cong Hong, Shuo Liu, Wuhui Chen, Zi-Bin Zheng, Yang Yu

IEEE Transactions on Services Computing

DOI

2022

Scalable On-Chain and Off-Chain Blockchain for Sharing Economy in Large-Scale Wireless Networks

Ting Cai, Wuhui Chen, K. Psannis, Sotirios K Goudos, Yang Yu, Zi-Bin Zheng, Shao-Hua Wan

IEEE wireless communications

DOI

2021

Efficient Blockchain-Empowered Data Sharing Incentive Scheme for Internet of Things

Ting Cai, Hui-En Lin, Wuhui Chen, Zi-Bin Zheng, Yang Yu

International Journal of Software and Informatics

DOI

2021

Deep Reinforcement Learning for Internet of Things: A Comprehensive Survey

Wuhui Chen, Xiaoyu Qiu, Ting Cai, Hongning Dai, Zi-Bin Zheng, Yan Zhang

IEEE Communications Surveys and Tutorials

DOI

2021

Cooperative Data Sensing and Computation Offloading in UAV-Assisted Crowdsensing With Multi-Agent Deep Reinforcement Learning

Ting Cai, Zhi-Hua Yang, Yufei Chen, Wuhui Chen, Zi-Bin Zheng, Yang Yu, Hongning Dai

IEEE Transactions on Network Science and Engineering

DOI

2021

Blockchain-Empowered Big Data Sharing for Internet of Things

Ting Cai, Yuxin Wu, Hui-En Lin, Yuru Cai

International Journal of Web Services Research

DOI

2020

A Blockchain-Assisted Trust Access Authentication System for Solid

Ting Cai, Zetao Yang, Wuhui Chen, Zi-Bin Zheng, Yang Yu

IEEE Access

DOI

2019

区块链技术在物联网中的应用研究

吴雨芯，蔡婷

《数智技术研究与应用》

2019

BCSolid: A Blockchain-Based Decentralized Data Storage and Authentication Scheme for Solid

Ting Cai, Wuhui Chen, Yang Yu

International Conference on Blockchain and Trustworthy Systems

DOI

2019

Blockchain-Based Credible and Privacy-Preserving QoS-Aware Web Service Recommendation

Xiao-Li Li, Erxin Du, Chuan Chen, Zi-Bin Zheng, Ting Cai, Qiang Yan

International Conference on Blockchain and Trustworthy Systems

DOI

2017

MIRBAC: A Role-Based Access Control Model for Multi-Domain Interoperability

Ting Cai, J. Wang

DOI

蔡婷

精选作品

期刊论文

面向智能交通的安全高效个性化联邦学习框架

Federated Multi-Label Feature Selection via Anchor-Guided Frequency-Domain Optimization Algorithm

Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning

Autonomous Device-Oriented Blockchain Network Acceleration With Reinforcement Learning

ShardCutter: A Blockchain Sharding Protocol Achieving Transaction Workload Balance Across State Shards

RapidSnail: Improve Scalability of Blockchain Under High Contention Workload

HBOFFS: Hybrid breeding optimization algorithm inspired federated feature selection for intrusion detection in IIoT

Resilience driven EV coordination in multiple microgrids using distributed deep reinforcement learning

A Fairness-Guaranteed Framework for Semi-Asynchronous Federated Learning

Multiagent Deep Reinforcement Learning for Transactive Energy Management of MMGs Incorporating Battery Swapping Stations

A Secure Hierarchical Federated Learning Framework Based on FISCO Group Mechanism

Sparrow: Expediting Smart Contract Execution for Blockchain Sharding via Inter-Shard Caching

TEMP: Cost-Aware Two-Stage Energy Management for Electrical Vehicles Empowered by Blockchain

SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain

Payment Routing Across IoT Blockchain Shards using Deep Reinforcement Learning

Incentive Sharing: A Consumer-Data Privacy Trusted Sharing Paradigm via Proximal Policy Optimization in Industry 5.0

Libra: A Fairness-Guaranteed Framework for Semi-Asynchronous Federated Learning

MDRL-IR: Incentive Routing for Blockchain Scalability With Memory-Based Deep Reinforcement Learning

Blockchain-Based Federated Learning for IoT Sharing: Incentive Scheme with Reputation Mechanism

SocialChain: Decoupling Social Data and Applications to Return Your Data Ownership

Scalable On-Chain and Off-Chain Blockchain for Sharing Economy in Large-Scale Wireless Networks

Efficient Blockchain-Empowered Data Sharing Incentive Scheme for Internet of Things

Deep Reinforcement Learning for Internet of Things: A Comprehensive Survey

Cooperative Data Sensing and Computation Offloading in UAV-Assisted Crowdsensing With Multi-Agent Deep Reinforcement Learning

Blockchain-Empowered Big Data Sharing for Internet of Things

A Blockchain-Assisted Trust Access Authentication System for Solid

区块链技术在物联网中的应用研究

BCSolid: A Blockchain-Based Decentralized Data Storage and Authentication Scheme for Solid

Blockchain-Based Credible and Privacy-Preserving QoS-Aware Web Service Recommendation

MIRBAC: A Role-Based Access Control Model for Multi-Domain Interoperability

研究方向