Taotao Wang 深圳大学 | 区块链、可信智能与网络化系统
深圳大学副教授

Taotao Wang

王滔滔

面向可信智能的网络化系统

我的研究位于网络通信、人工智能与密码安全的交叉地带，围绕去中心化系统、可信人工智能与密码安全机制，依托网络化系统方法，面向下一代信息基础设施开展系统研究。当前重点包括区块链与 Web 3.0 基础设施、可信与可验证人工智能，以及智能体网络与智能无线网络。

深圳大学副教授 | 斯坦福-爱思唯尔全球前2%高被引科学家 | 香港中文大学信息工程博士
邮箱: ttwang[#AT#]szu.edu.cn 备用邮箱: postman511[#AT#]gmail.com
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关于我

我于 2015 年在香港中文大学获得信息工程博士学位，导师为 Soung-Chang Liew 教授。此前，我于 2011 年获得北京邮电大学信息与信号处理硕士学位，并于 2008 年获得电子科技大学电子信息工程专业学士学位。

2015 至 2016 年，我在香港中文大学网络编码研究所从事博士后研究。2016 年加入深圳大学，现任电子与信息工程学院副教授，同时依托广东省金融科技及数字经济社会科学研究基地开展研究工作。

我的长期目标是设计面向下一代信息基础设施的新系统，而不仅是研究孤立算法。贯穿这些工作的主线，是围绕去中心化系统、可信人工智能与密码安全机制，依托网络化系统方法，开展面向下一代信息基础设施的系统设计、实现与优化研究。

研究方向

区块链与去中心化系统

区块链与去中心化系统

面向智能体互联网的协同与服务、去中心化身份与准入控制、共识协议、区块链网络测量与优化、DePIN，以及 Web 3.0 基础设施与应用。

可信与可验证人工智能

可信与可验证人工智能

隐私保护与可验证机器学习、联邦学习、可问责的大语言模型与多智能体系统、零知识与密码学验证、安全生物识别智能，以及可审计的 AI 机制。

智能无线与边缘网络

智能无线与边缘网络

基于学习与智能体的无线接入、信息时效优化、面向边缘 IoT 的频谱感知共识、资源分配、协同通信、边缘智能，以及面向动态无线环境的自适应网络机制。

招生与招募

我期待的学生与合作者

  • 对区块链、分布式系统、可信人工智能或智能网络方向感兴趣的博士生。
  • 希望接受项目制科研训练、并愿意做较强实现工作的硕士生。
  • 从事区块链与分布式系统、大语言模型与多智能体系统、可信机器学习方向的博士后或研究人员。
  • 逻辑清晰、动手能力强、具有自驱力的本科科研实习生。

你将获得的训练与机会

  • 从问题提出、系统设计、实现、实验到论文写作的完整科研训练。
  • 参与协议设计、系统原型、面向系统的人工智能方法、隐私与安全机制以及真实场景应用的机会。
  • 可直接加入区块链、可信人工智能、大语言模型多智能体系统、无线与边缘网络等活跃项目。
  • 如有兴趣，请邮件发送个人简历、成绩单，以及一段简短的研究兴趣说明。

近期动态

  • 2026 年。 论文 HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems 被 AAAI 2026 录用。
  • 2026 年。 论文 VeriLoRA: Fine-Tuning Large Language Models with Verifiable Security via Zero-Knowledge Proofs 被 NDSS 2026 录用。
  • 2025 年。 入选 2025 斯坦福-爱思唯尔全球前2%高被引科学家。
  • 2025 年。 关于去中心化身份与可信匿名性的论文 Linking Souls to Humans 被 ACM WWW 2025 录用。
  • 2023 年。 团队获得 ScalingX Zero-Knowledge Hackathon 优胜奖，以及香港 Web 3.0 Innovation Hackathon 银奖。
  • 2022-2023 年。 多智能体无线接入相关工作入选 ESI 高被引论文（Highly Cited Paper），团队在 iDASH 2022 区块链挑战赛 中获得荣誉提名（Honorable Mention）。

代表性论文

* 通讯作者。# 共同一作。

  1. Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning ParadigmTaotao Wang, Yuxin Jin, Qing Yang, Yihan Xia, Long Shi, Shengli Zhang. IEEE Communications Magazine, 2026. [CAS Q1]
  2. Eth2.0-NA: Modeling Message Propagation to Optimize Mesh Size in Ethereum 2.0 NetworkChonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Lisheng Fan. IEEE INFOCOM 2026, 2026. [CCF-A]
  3. HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent SystemsYihan Xia, Taotao Wang*, Shengli Zhang, Zhangyuhua Weng, Bin Cao, Soung Chang Liew. AAAI 2026, 2026. [CCF-A]
  4. VeriLoRA: Fine-Tuning Large Language Models with Verifiable Security via Zero-Knowledge ProofsGuofu Liao, Taotao Wang*, Shengli Zhang, Jiqun Zhang, Shi Long, Dacheng Tao. NDSS 2026, 2026. [CCF-A]
  5. TDC-Cache: A Trustworthy Decentralized Cooperative Caching Framework for Web 3.0Jinyu Chen, Long Shi, Taotao Wang, Jiaheng Wang, Wei Zhang. IEEE Transactions on Mobile Computing, Early Access, Dec. 2025. [CCF-A]
  6. SpectrumBC: A Blockchain-Aided Cooperative Spectrum Sensing FrameworkYafan Yang, Long Shi, Zhe Wang, Jun Li, Taotao Wang, Jiaheng Wang. IEEE Transactions on Cognitive Communications and Networking, Vol. 11, No. 6, pp. 3926-3938, Dec. 2025. [CAS Q1]
  7. Programming on Bitcoin: A Survey of Layer 1 and Layer 2 Technologies in Bitcoin EcosystemGuofu Liao, Taotao Wang*, Long Shi, Jiqun Zhang, Yihan Xia, Qing Yang, Xiaoxiao Wu, Shengli Zhang. Blockchain: Research and Applications, Oct. 2025. [CAS Q2]
  8. A Hierarchical Deep Learning Framework for Pair Trading with Attention and Graph NetworksYihan Xia, Taotao Wang*, Soung Chang Liew, Shengli Zhang. Expert Systems with Applications, Vol. 291, Oct. 2025. [CAS Q1]
  9. Proof-of-trusted-work: A lightweight blockchain consensus for decentralized IoT networksPengzhan Jiang, Long Shi, Bin Cao, Taotao Wang, Baofeng Ji, Jun Li. Digital Communications and Networks, Vol. 11, No. 4, pp. 1055-1066, Aug. 2025. [CAS Q2]
  10. A Novel and Secure Machine Learning-Based Hyperledger Blockchain for IoT HealthcareSidra Aslam, Saba Aslam, Taotao Wang*, Daquan Feng, Shengli Zhang. IEEE Internet of Things Journal, Vol. 12, No. 15, pp. 31126-31140, Aug. 2025. [CAS Q1]
  11. A Deep-Learning-Based MAC for Integrating Channel Access, Rate Adaptation and Channel SwitchJiantao Xin, Wei Xu, Bin Cao, Taotao Wang*, Shengli Zhang. Digital Communications and Networks, Vol. 11, No. 4, pp. 1042-1054, Aug. 2025. [CAS Q2]
  12. Web 3.0: A Survey on the Architectures, Enabling Technologies, Applications, and ChallengesBin Cao, Shaohe Xiao, Long Shi, Taotao Wang, Jinyu Chen, Jiaheng Wang, Xintong Ling, Hao Xu, Shengli Zhang, Erwu Liu. IEEE Communications Surveys & Tutorials, July 2025. [CAS Q1]
  13. Linking Souls to Humans: Blockchain Accounts with Credible Anonymity for Web 3.0 Decentralized IdentityTaotao Wang, Zibin Lin, Shengli Zhang, Long Shi, Qing Yang, Boris Düdder. ACM WWW 2025, pp. 1-9, 2025. [CCF-A]
  14. Bodyless Block Propagation: TPS Fully Scalable Blockchain with Pre-ValidationChonghe Zhao, Shengli Zhang, Taotao Wang, Soung Chang Liew. Future Generation Computer Systems, Vol. 163, 2025. [CAS Q1]
  15. Decentralized Physical Infrastructure Network (DePIN): Challenges and OpportunitiesZibin Lin, Taotao Wang, Long Shi, Shengli Zhang, Bin Cao. IEEE Network Magazine, 2025. [CAS Q1]
  16. DEthna: Accurate Ethereum Network Topology Discovery with Marked TransactionsChonghe Zhao, Yipeng Zhou, Shengli Zhang, Taotao Wang, Quan Z. Sheng, Song Guo. IEEE INFOCOM 2024, pp. 1-10, May 2024. [CCF-A]
  17. Learning-Based Autonomous Channel Access in the Presence of Hidden TerminalsYulin Shao, Yucheng Cai, Taotao Wang*, Ziyang Guo, Peng Liu, Jiajun Luo, Deniz Gunduz. IEEE Transactions on Mobile Computing, Vol. 23, No. 5, pp. 3680-3695, May 2024. [CCF-A]
  18. Blockchain-aided Decentralized Trust Management of Edge Computing: Towards Reliable Off-chain and On-chain TrustLong Shi, Taotao Wang*, Zehui Xiong, Zhe Wang, Yang Liu, Jun Li. IEEE Network Magazine, Vol. 38, No. 5, pp. 182-188, May 2024. [CAS Q1]
  19. Reputation-Based Streamlet: An Enhanced BFT Consensus Algorithm for Improved Performance and ScalabilityBo Fang, Dancheng Zhao, Taotao Wang, Hao Wang, Shengli Zhang, Qing Yang. IEEE ICPADS 2023, pp. 699-706, Dec. 2023. [CCF-C]
  20. Account Service Network: A Unified Decentralized Web 3.0 Portal with Credible AnonymityTaotao Wang, Shengli Zhang, Qing Yang, Soung Chang Liew. IEEE Network Magazine, Vol. 37, No. 6, pp. 101-108, Nov. 2023. [CAS Q1]
  21. HCB: Enabling Compact Block in Ethereum Network with Secondary Pool and Transaction PredictionChonghe Zhao, Taotao Wang, Shengli Zhang, Soung Chang Liew. IEEE Transactions on Network Science and Engineering, Vol. 11, No. 1, pp. 1077-1092, Oct. 2023. [CAS Q2]
  22. A blockchain-empowered framework for decentralized trust management in Internet of Battlefield ThingsHoutian Wang, Taotao Wang#*, Long Shi, Naijin Liu, Shengli Zhang. Computer Networks, Vol. 237, 2023. [CAS Q2]
  23. Revisiting Non-coherent Detection of Differential PSK: A Factor Graph PerspectiveLong Shi, Taotao Wang*, Zhen Mei, Xianggen Xia. IEEE Communications Letters, Vol. 27, No. 2, pp. 701-705, Feb. 2023. [CAS Q2]
  24. Pooling is not Favorable: Decentralize Mining Power of PoW Blockchain Using Age-of-WorkLong Shi#, Taotao Wang#*, Jun Li, Shengli Zhang. IEEE Transactions on Cloud Computing, Vol. 11, No. 3, pp. 2756-2769, Dec. 2022. [CAS Q2]
  25. Multi-Agent Deep Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks With Imperfect ChannelsYiding Yu, Soung Chang Liew, Taotao Wang. IEEE Transactions on Mobile Computing, Vol. 21, No. 10, pp. 3718-3730, Oct. 2022. [CCF-A]
  26. A Novel Oracle-aided Industrial IoT Blockchain: Architecture, Challenges, and Potential SolutionsYu Du, Jun Li, Long Shi, Zhe Wang, Taotao Wang, Zhu Han. IEEE Network Magazine, Aug. 2022. [CAS Q1]
  27. When Federated Learning Meets Blockchain: A New Distributed Learning ParadigmChuan Ma, Jun Li, Ming Ding, Long Shi, Taotao Wang, Zhu Han, H. Vincent Poor. IEEE Computational Intelligence Magazine, Vol. 17, No. 3, pp. 26-33, Aug. 2022. [CAS Q1]
  28. Speeding up Block Propagation in Bitcoin Network: Uncoded and Coded DesignsLihao Zhang, Taotao Wang*, Soung Chang Liew. Computer Networks, Vol. 207, 2022. [CAS Q2]
  29. Secure Blockchain Platform for Industrial IoT with Trusted Computing HardwareQing Yang, Hao Wang, Xiaoxiao Wu, Taotao Wang, Shengli Zhang, Naijin Liu. IEEE Internet of Things Magazine, Vol. 4, No. 4, pp. 86-92, Dec. 2021.
  30. On Dynamic Resource Allocation for Blockchain Assisted Federated Learning Over Wireless ChannelsXiumei Deng, Jun Li, Long Shi, Zhe Wang, Hui Wang, Taotao Wang. IEEE CPSCom 2021. [Best Paper Award Runner-up]
  31. Speeding Up Block Propagation in Bitcoin Network: A Cut-through Relaying SchemeLihao Zhang, Taotao Wang*, Soung Chang Liew. IEEE CPSCom 2021. [Best Student Paper Award]
  32. Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless NetworksYiding Yu, Soung Chang Liew, Taotao Wang. IEEE Transactions on Mobile Computing, Vol. 20, No. 9, pp. 2848-2861, Sept. 2021. [CCF-A]
  33. Ethna: Analyzing the Underlying Peer-to-Peer Network of Ethereum BlockchainTaotao Wang, Chonghe Zhao, Qing Yang, Shengli Zhang, Soung Chang Liew. IEEE Transactions on Network Science and Engineering, Vol. 8, No. 3, pp. 2131-2146, 2021. [CAS Q2]
  34. Blockchain-based Decentralized Energy Management Platform for Residential Distributed Energy Resources in a Virtual Power PlantQing Yang, Hao Wang, Taotao Wang, Shengli Zhang, Xiaoxiao Wu, Hui Wang. Applied Energy, Vol. 294, 2021. [CAS Q1]
  35. When Blockchain Meets AI: Optimal Mining Strategy Achieved By Machine LearningTaotao Wang, Soung Chang Liew, Shengli Zhang. International Journal of Intelligent Systems, Vol. 36, No. 5, pp. 2183-2207, May 2021. [CAS Q1 Top]
  36. Chapter 2: Consensus Algorithm Analysis in Blockchain: PoW and RaftTaotao Wang, Dongyan Huang, Shengli Zhang. Handbook of Wireless Blockchain: Principles, Technologies and Applications, Wiley-IEEE, 2021.
  37. Optimal Rate-Diverse Wireless Network Coding Over Parallel SubchannelsTaotao Wang, Soung Chang Liew, Shakeel Salamat Ullah. IEEE Transactions on Communications, Vol. 68, No. 8, pp. 4891-4904, Aug. 2020. [CAS Q2]
  38. Deep Learning for Environment Identification in Vehicular NetworksMohamed Elwekeil, Taotao Wang*, Shengli Zhang. IEEE Wireless Communications Letters, Vol. 9, No. 5, pp. 576-580, May 2020. [CAS Q2]
  39. Non-Coherent NOMA With Massive MIMOTaotao Wang, Long Shi, Kui Cai, Lining Tian, Shengli Zhang. IEEE Wireless Communications Letters, Vol. 9, No. 2, pp. 134-138, Feb. 2020. [CAS Q2]
  40. AlphaSeq: Sequence Discovery with Deep Reinforcement LearningYulin Shao, Soung Chang Liew, Taotao Wang. IEEE Transactions on Neural Networks and Learning Systems, Oct. 2019. [CAS Q1 Top]
  41. Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless NetworksYiding Yu, Taotao Wang, Soung Chang Liew. IEEE Journal on Selected Areas in Communications, Vol. 34, No. 6, pp. 1277-1290, Jun. 2019. [CAS Q1 Top]
  42. Deep Convolutional Neural Networks for Link Adaptations in MIMO-OFDM Wireless SystemsMohamed Elwekeil, Shibao Jiang, Taotao Wang*, Shengli Zhang. IEEE Wireless Communications Letters, Vol. 8, No. 4, pp. 665-668, Jun. 2019. [CAS Q2]
  43. Gaussian Mixture Message Passing for Blind Known Interference CancellationTaotao Wang, Long Shi, Shengli Zhang, Hui Wang. IEEE Transactions on Wireless Communications, Vol. 18, No. 9, pp. 4268-4282, Jun. 2019. [CAS Q1 Top]
  44. ON-OFF Analog Beamforming for Massive MIMOShengli Zhang, Chongtao Guo, Taotao Wang*, Wei Zhang. IEEE Transactions on Vehicular Technology, Vol. 67, No. 5, pp. 4113-4123, May 2018. [CAS Q2]
  45. DCAP: Improving the Capacity of WiFi Networks with Distributed Cooperative Access PointsTaotao Wang, Qing Yang, Kun Tan, Jiansong Zhang, Shengli Zhang, Soung Chang Liew. IEEE Transactions on Mobile Computing, Vol. 17, No. 2, pp. 320-333, Feb. 2018. [CCF-A]
  46. Design of Distributed Protograph LDPC Codes for Multi-Relay Coded-Cooperative NetworksYi Fang, Soung Chang Liew, Taotao Wang. IEEE Transactions on Wireless Communications, Vol. 16, No. 11, pp. 7235-7251, Nov. 2017. [CAS Q1 Top]
  47. Optimal Rate-Diverse Wireless Network CodingTaotao Wang*, Soung Chang Liew, Long Shi. IEEE Transactions on Communications, Vol. 65, No. 6, pp. 2411-2426, Jun. 2017. [CAS Q2]
  48. Joint Multiple Symbol Differential Detection and Channel Decoding for Noncoherent UWB Impulse Radio by Belief PropagationTaotao Wang, Tiejun Lv, Hui Gao, Shengli Zhang. IEEE Transactions on Wireless Communications, Vol. 16, No. 1, pp. 293-306, Jan. 2017. [CAS Q1 Top]
  49. Frequency-Asynchronous Multiuser Joint Channel-Parameter Estimation, CFO Compensation and Channel DecodingTaotao Wang*, Soung Chang Liew. IEEE Transactions on Vehicular Technology, Vol. 65, No. 12, pp. 9732-9746, Dec. 2016. [CAS Q2]
  50. Joint Channel Estimation and Channel Decoding in Physical-Layer Network Coding Systems: An EM-BP Factor Graph FrameworkTaotao Wang*, Soung Chang Liew. IEEE Transactions on Wireless Communications, Vol. 13, No. 4, pp. 2229-2245, Apr. 2014. [CAS Q1 Top]
  51. BER Analysis of Decision-Feedback Multiple Symbol Detection in Noncoherent MIMO Ultra-Wideband SystemsTaotao Wang*, Tiejun Lv, Hui Gao, Yueming Lu. IEEE Transactions on Vehicular Technology, Vol. 62, No. 9, pp. 4684-4690, Jun. 2013. [CAS Q2]
  52. Implementation of Physical-Layer Network CodingLu Lu, Taotao Wang, Soung Chang Liew, Shengli Zhang. Physical Communication, Vol. 6, pp. 74-87, Mar. 2013. [CAS Q4]
  53. Decision-feedback Multiple Symbol Detection for Differential Space-time Block Coded UWB SystemsTiejun Lv, Taotao Wang, Hui Gao. Science China Information Sciences, 56(4), 2013. [CAS Q2]
  54. Sphere Decoding Based Multiple Symbol Detection for Differential Space-Time Block Coded Ultra-Wideband SystemsTaotao Wang*, Tiejun Lv, Hui Gao. IEEE Communications Letters, Vol. 15, No. 3, pp. 269-271, Mar. 2011. [CAS Q3]
  55. Canceling Interferences for High Data Rate Time Reversal MIMO UWB system: A Precoding ApproachTaotao Wang*, Tiejun Lv. EURASIP Journal on Wireless Communications and Networking, Vol. 2011, pp. 1-10, 2011. [CAS Q4]

主持项目

纵向项目（国家/省/市级）

  • 国家自然科学基金面上项目：面向区块链的大规模 P2P 网络测量、建模分析与拓扑优化。
  • 深圳市科技计划深港联合创新项目：高性能物联网中的多流超可靠组网与实时通信技术。
  • 广东省自然科学基金面上项目：区块链 P2P 网络中的高速消息传播技术。
  • 深圳市科技计划面上项目：基于分布式多智能体深度强化学习的自适应频谱接入技术。
  • 深圳市科技计划面上项目：高可靠异构自组织无人机蜂群网络的通信与组网技术。
  • 广东省自然科学基金面上项目：基于深度强化学习的智能无线网络 MAC 协议。
  • 国家自然科学基金青年项目：物理层网络编码中的迭代信道失配校正与目标信号译码。
  • 深圳市自由探索项目：物理层网络编码在智能电网中的应用。
  • 广东省自然科学基金博士启动项目：物理层网络编码中的联合多参数估计、补偿与信道译码。
  • 深圳市海外高层次人才科研启动项目。
  • 深圳大学理工科基础科研基金。

横向项目（企业/机构合作）

  • CCF-之江实验室联合创新基金：作为去中心化联邦学习规则引擎的区块链系统设计与实现。
  • 腾讯“犀牛鸟”基金：具有高速数据转发能力的区块链网络结构与通信协议研究。
  • 企业合作项目：基于生成式 AI 的广告文案自动设计系统。
  • 企业合作项目：基于 AI 与大数据的电梯健康评估与故障预警技术。
  • 中国空间技术研究院（CAST）合作项目：天基智能弹性组网与可信控制机制。
  • 华为技术合作项目：信道接入算法优化与协议设计。
  • 企业合作项目（北京元素征信）：大数据区块链技术研发。
  • 钱学森实验室合作项目：频谱协同仿真系统与 SDR 软件开发。
  • 企业合作项目：知识产权存证平台区块链系统开发。
  • 企业合作项目：实体资产数字代币化技术方案研究。

奖励与荣誉

  • 2023 香港 Web 3.0 Innovation Hackathon 银奖
  • 2023 ScalingX Zero-Knowledge Hackathon 优胜奖
  • IEEE CPSCOM 2021 最佳论文奖（亚军）
  • IEEE CPSCOM 2021 最佳学生论文奖
  • IEEE Wireless Communications Letters 优秀审稿人奖
  • 微软亚洲研究院“明日之星”（Star of Tomorrow）
  • 香港博士奖学金计划（Hong Kong Ph.D. Fellowship Scheme）
  • 深圳市海外高层次人才（孔雀计划）
  • 北京邮电大学优秀硕士学位论文奖
  • 北京邮电大学优秀毕业生
  • 电子科技大学优秀本科毕业生
  • DARPA Spectrum Collaboration Challenge 决赛队伍成员

学术服务

编辑与会议服务

  • 程序委员会委员，ACM WWW
  • 程序委员会委员，IEEE CIC ICC 2019
  • 程序委员会委员，IEEE ICCC 2020
  • 专题主席，IEEE WOCC 2022
  • 研讨会联合主席，IEEE TrustCom 2025
  • 副编辑，Scientific Reports
  • 副编辑，IEEE TENCON 2020
  • 审稿编辑，Frontiers in Communications and Networks

期刊与会议审稿

  • AAAI Conference on Artificial Intelligence
  • IEEE Journal on Selected Areas in Communications
  • IEEE/ACM Transactions on Networking
  • IEEE Transactions on Information Forensics and Security
  • IEEE Transactions on Wireless Communications
  • IEEE Transactions on Mobile Computing
  • IEEE Transactions on Communications
  • IEEE Transactions on Network Science and Engineering
  • IEEE Transactions on Vehicular Technology
  • IEEE Wireless Communications Letters
  • IEEE Signal Processing Letters
  • IEEE Transactions on Neural Networks and Learning Systems

访客地图