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蔡婷副教授简介
来源:诸侯快讯ok1122登录入口    作者:诸侯快讯ok1122登录入口   日期:2024/12/16  浏览:

蔡婷,诸侯快讯ok1122登录入口副教授,硕导,IEEE Member,CCF高级会员,CCF服务计算专委会执行委员。毕业于中山大学InPlusLab区块链与智能金融研究中心,获软件工程专业博士学位。研究方向包括区块链、深度强化学习和联邦学习等领域。

主持国家自然科学基金青年项目、湖北省自然科学基金面上项目、重庆教育厅重点区块链专项、教育部重点实验室开放课题等。在本领域国内外重要期刊和会议上发表学术论文30余篇,部分研究成果发表在顶级国际学术期刊与会议,如IEEEToN,IEEETPDS,IEEETSC,IEEETMC, INFOCOM, ICDCS,SECON等等。


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邮箱:caiting@hbut.edu.cn

BLOOM研究组:http://exbloom.team

Google Scholar:https://scholar.google.com/citations?hl=en&user=3QhAfrUAAAAJ


科研项目

[1] 2024.01-2026.12,国家自然科学基金青年项目,主持

[2] 2024.01-2025.12,湖北省自然科学基金面上项目,主持

[3] 2024.02-2026.01,智能感知系统与安全教育部重点实验室开放课题,主持

[4] 2018.06-2022.06,重庆教育厅重点科研项目,主持


代表性论文全部列表详见谷歌学术或研究组主页:

1.Junyuan Liang,Peiyuan Yao,Wuhui Chen,Zicong Hong,Jianting Zhang,Ting Cai,Min Sun,Zibin Zheng,"SPARROW: One-step Smart Contract Execution for Blockchain Sharding via Inter-shard Caching",IEEE Transactions on Parallel and Distributed Systems,accept,2024.(CCF-A, Top-tier Journal)

2.Ting Cai, Chuqi Li, Qiang Li, Yifei Wang, Yuxin Wu, Zhiwei Ye, Patrick C. K. Hung,"Payment Routing across IoT Blockchain Shards using Deep Reinforcement Learning",2024IEEE 21th International Conference on Sensing, Communication, and Networking(SECON), Phoenix, Arizona, USA,accept,2024.(CCF-B会议,接收率25.5%)

3.Ting Cai,Ying Hu,Xiang Li,Wuhui Chen,Yuxin Wu,Zhiwei Ye, "Incentive Sharing: A Consumer-Data Privacy Trusted Sharing Paradigm Via Proximal Policy Optimization in Industry 5.0",IEEE Transactions on Consumer Electronics, accept,2024.(中科院二区)

4.Jialiang Liu, Huawei Huang, Chun Wang, Ruixin Liu,Ting Cai, Qinglin Yang, "Can Federated Learning Clients be Lightweight? A Plug-and-Play Symmetric Conversion Module", 2024IEEE 44th International Conference on Distributed Computing Systems(ICDCS), Jersey City, NJ, USA, pp. 809-820,2024.(CCF-B会议,接收率21.9%)

5.Ting Cai,Xiang Li,Yifei Wang,You Zhang,Zhiwei Ye,Qiyi He,"TEMP: Cost-Aware Two-Stage Energy Management for Electrical Vehicles Empowered by Blockchain",IEEE Internet of Things Journal, vol. 11, no. 23, pp. 38246-38261, 2024.(中科院一区Top

6.Ting Cai, Wuhui Chen,Jianting Zhang,Zibin Zheng, “SmartChain: A Dynamic and Self-Adaptive Sharding Framework for IoT Blockchain”,IEEE Transactions on Services Computing,vol. 17,no.2, pp. 674-688,2024.(CCF-A,Top-tier Journal)

7.Ting Cai, Zicong Hong, Shuo Liu, Wuhui Chen, Zibin Zheng, Yang Yu, “SocialChain: Decoupling Social Data and Applications to Return Your Data Ownership”,IEEE Transactions on Services Computing,vol. 16,no. 1, pp. 600-614,2023.(CCF-A, Top-tier Journal)

8.Ting Cai, Zhihua Yang, Yufei Chen, Wuhui Chen, Zibin Zheng, Yang Yu, Hong-Ning Dai, “Cooperative Data Sensing and Computation Offloading in UAV-assisted Crowd Sensing with Multi-agent Deep Reinforcement Learning”,IEEE Transactions on Network Science and Engineering,vol. 9,no.5, pp. 3197-3211,2022.(中科院二区)

9.Ting Cai, Wuhui Chen, Kostas Psannis, Sotirios K. Goudos, Yang Yu, Zibin Zheng, Shaohua Wan, “Scalable On-chain and Off-chain Blockchain for Sharing Economy in Large-scale Wireless Networks”,IEEE Wireless Communications,vol. 29,no. 3, pp. 32-38,2022.(中科院一区Top,IF = 12.9

Wuhui Chen, Xiaoyu Qiu,Ting Cai, Hong-Ning Dai, Zibin Zheng, Yan Zhang, “Deep Reinforcement Learning for Internet of Things: A Comprehensive Survey”,IEEE Communications Surveys & Tutorials,vol. 23,no. 3, pp. 1659-1692, Apr.2021.(中科院一区TopIF =35.6

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