个人简介：

蔡婷，英国365集团公司教授，博导，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，新加坡南洋理工大学访问学者。研究方向包括区块链、端侧大模型系统、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 IEEE ToN, IEEE TPDS, IEEE TC, IEEE TSC, IEEE TMC, INFOCOM, ICDCS，SECON等。

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欢迎有自驱力的同学与我联系！邮箱：caiting@hbut.edu.cn

欢迎加入BLOOM科研组！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

代表性论文（全部列表详见谷歌学术或研究组主页）:

1. Huawei Huang, Jian Zheng, Xuanye Zhu, Yue Lin, Ting Cai (蔡婷), Lu Zhou, Zibin Zheng, Song Guo, “ShardCutter: A Blockchain Sharding Protocol achieving Transaction Workload　Balance across State Shards”, IEEE/ACM Transactions on Networking, vol. 34, pp. 2998-4157, 2026. (CCF-A 类期刊)

2. Junyuan Liang, Peiyuan Yao, Wuhui Chen, Zicong Hong, Jianting Zhang, Ting Cai (蔡婷), Min Sun, Zibin Zheng, “Sparrow: Expediting Smart Contract Execution for Blockchain Sharding via Inter-Shard Caching”, IEEE Transactions on Parallel and Distributed Systems, vol. 36, no. 3, pp. 377-390, 2025. (CCF-A 类期刊)

3. Junyi Wen, Junyuan Liang, Zicong Hong, Wuhui Chen, Ting Cai (蔡婷), Zibin Zheng, “Krul: Efficient State Restoration for Multi-turn Conversations with Dynamic Cross-layer KV Sharing”, arXiv preprint, Doi: arxiv.org/abs/2507.08045

4. Ting Cai (蔡婷), You Zhang, Yuxin Wu, Haoyuan Yan, Tianyang Zhao, “Multiagent Deep Reinforcement Learning for Transactive Energy Management of MMGs Incorporating Battery Swapping Stations”, IEEE Transactions on Industrial Informatics, vol. 21, no. 7, pp. 5677 -5688, 2025. (中科院一区 Top)

5. Ting Cai (蔡婷), 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 类期刊）

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

7. Ting Cai (蔡婷), 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）

8. Ting Cai (蔡婷), 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 类期刊）