Taotao Wang

关于我

招生与招募

近期动态

• 2026 年。 合作论文 Distributed Expert Caching at the Edge: Towards Low-Latency MoE Inference via Cross-Layer Prediction 获 ICCNC 2026 Best Student Paper Award。
• 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，团队在 iDASH 2022 区块链挑战赛 中获得荣誉提名。

代表性论文

* 通讯作者。# 共同一作。

1. BELLTP: Bandwidth-Efficient and Low-Latency Transaction Propagation in Ethereum NetworkChonghe Zhao, Deen Ma, Shengli Zhang, Taotao Wang, Lisheng Fan. IEEE Transactions on Network Science and Engineering, 2026.
2. Securing Decentralized Federated Learning: An Integrated Approach with Blockchain, TEE, and Internal Attack DetectionXiaoxiao Wu, Youheng He, Taotao Wang*, Bin Cao. Expert Systems with Applications, Vol. 322, 132322, 2026.
3. Derule: A Blockchain-Based Decentralized Rule Engine for Managing User-Generated Content in Web3.0 EcosystemsQing Yang, Huazheng Cheng, Bin Cao, Taotao Wang*, Shengli Zhang. ACM Transactions on Multimedia Computing, Communications and Applications, 2026.
4. A Survey of Zero-Knowledge Proof Based Verifiable Machine LearningZhizhi Peng, Chonghe Zhao, Taotao Wang*, Guofu Liao, Zibin Lin, Yifeng Liu, Bin Cao, Long Shi, Qing Yang, Shengli Zhang. Artificial Intelligence Review, 2026.
5. 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.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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.
13. 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.
14. 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.
15. 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.
16. 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.
17. 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.
18. 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.
19. Decentralized Physical Infrastructure Network (DePIN): Challenges and OpportunitiesZibin Lin, Taotao Wang, Long Shi, Shengli Zhang, Bin Cao. IEEE Network Magazine, 2025.
20. 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.
21. 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.
22. 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.
23. 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.
24. 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.
25. 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.
26. 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.
27. 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.
28. 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.
29. 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.
30. 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.
31. 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.
32. Speeding up Block Propagation in Bitcoin Network: Uncoded and Coded DesignsLihao Zhang, Taotao Wang*, Soung Chang Liew. Computer Networks, Vol. 207, 2022.
33. 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.
34. 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]
35. 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]
36. 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.
37. 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.
38. 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.
39. 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.
40. Chapter 2: Consensus Algorithm Analysis in Blockchain: PoW and RaftTaotao Wang, Dongyan Huang, Shengli Zhang. Handbook of Wireless Blockchain, Wiley-IEEE, 2021.
41. 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.
42. 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.
43. 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.
44. AlphaSeq: Sequence Discovery with Deep Reinforcement LearningYulin Shao, Soung Chang Liew, Taotao Wang. IEEE Transactions on Neural Networks and Learning Systems, Oct. 2019.
45. 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.
46. 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.
47. 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.
48. 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.
49. 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.
50. 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.
51. 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.
52. 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.
53. 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.
54. 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.
55. 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.
56. Implementation of Physical-Layer Network CodingLu Lu, Taotao Wang, Soung Chang Liew, Shengli Zhang. Physical Communication, Vol. 6, pp. 74-87, Mar. 2013.
57. 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.
58. 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.
59. 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.

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