博士后，德州农工大学（TAMU）、加州大学洛杉矶分校（UCLA），美国，2018-2021

博士（信息工程），香港中文大学（CUHK），中国香港，2018

交流访问，慕尼黑工业大学（TUM），德国，2016

学士（通信工程），西安电子科技大学（Xidian），中国，2013

IEEE、中国电子学会会员、中国计算机学会、江苏省网络空间安全学会等学术组织会员；

Electronics期刊客座编辑；

期刊会议审稿：IEEE Transactions on Information Theory (TIT)、IEEE Journal on Selected Areas in Information Theory (JSAIT)、IEEE Journal on Selected Areas in Communications (JSAC)、IEEE Transactions on Communications (TCOM)、IEEE/ACM Transactions on Networking (TON)、Transactions on Emerging Telecommunications Technologies、IEEE International Symposium on Information Theory (ISIT)、IEEE Information Theory Workshop (ITW)、IEEE Global Communications Conference (Globecom)、IEEE International Conference on Communications (ICC)等

网络信息论、信息安全、隐私保护、机器学习与数据挖掘等方向.

现任东南大学网络空间安全学院副研究员。长期从事信息论、信息安全、机器学习与数据挖掘等方向等相关领域的研究工作，主要从信息论角度研究多用户信息系统的安全问题及理论性能极限。发表TIT、TIFS、ICML、NIPS等网络安全/机器学习顶级期刊、会议论文40余篇。

招收学生：

欢迎推免/考研学生邮件联系！欢迎感兴趣的本科生提前加入团队学习！邮箱：taoguo[at]seu.edu.cn

主持教育部x引才专项、国家自然科学基金青年基金、东南大学至善青年基金、东南大学卓越引智计划、全国重点实验室开放课题等项目多项。

2025年 小米青年学者

2025年 东南大学青年教师授课竞赛二等奖

2025年 东南大学优秀本科生导师

2024年 东南大学优秀本科生导师

2024年 东南大学“至善青年学者”（A层次）

2024年 中国电子学会信息论分会学术激励计划

2023年 江苏省网络空间安全学会青年科技奖

2023年 江苏省“双创博士”

春季学期：离散数学（计算机大类大一）（2023、2024、2025、2026）

秋季学期：网络空间安全数学基础（网安学院大二）（2023、2024、2025）

期刊论文：

[17] H. Sun, Y. Xu, C. Li, T. Guo, and W. Zhang, "Gaussian Distributed Source Coding With Indirect Reconstruction," submitted to  IEEE Transactions on Information Theory  (TIT),  Jan. 2026.

[16] T. Guo, N. Karagodin, and E. Stepanov, "Optimal Functional Product Quantization," Information and Inference: A Journal of the IMA,  Apr. 2026.

[15] Z. Song, X. Zhang, L. Zhuang, T. Guo*, X. Zhao, Y. Xu, and S. Jin, "Diffusion-based Spatio-Temporal Channel Prediction via Non-Stationarity Decoupling," IEEE Transactions on Cognitive Communications and Networking (TCCN),  Apr. 2026.

[14] J. Li, H. Xu, Y. Xu, X. Zhao, T. Guo, and X. Ling, "The Age of Incorrect Information for Multi-User Link Scheduling over Fading Channels," IEEE Transactions on Communications (TCOM),  Mar. 2026.

[13] T. Guo, L. Guo, Y. Xu, C. Li, S. Jin,, "Sliding Secure Symmetric Multilevel Diversity Coding," IEEE Transactions on Information Theory  (TIT), vol. 72, no. 4, pp. 2483-2501, Apr. 2026.

[12] D. Yuan, T. Guo**, Z. Huang, and S. Jin, "Distributed Approximate Computing with Constant Locality,"  IEEE Transactions on Information Theory  (TIT), vol. 72, no. 1, pp. 1-16, Jan. 2026.

[11] D. Yuan, T. Guo*, Z. Huang, and S. Jin, "Computation of a Unified Graph-Based Rate Optimization Problem," IEEE Transactions on Communications (TCOM), vol. 73, no. 11, pp. 10976-10988, Nov. 2025.

[10] S. Xu, H. Sun, Y. Xu, T. Guo, C. Li and L. Yang, "Distributed Compression Method for Channel Calibration in Cell-Free MIMO ISAC Systems," IEEE Journal on Selected Areas in Communications (JSAC), vol. 43, no. 7, pp. 2349-2363, Jul. 2025.

[9] H. Tang, G. Li, T. Guo, and A. Hu, "A VT-Code-Based Information Reconciliation Scheme for Secret Key Generation Using RSS," IEEE Communications Letters, vol. 28, no. 4, pp. 783-787, Apr. 2024.

[8] P. Nikolopoulos, S. R. Srini, T. Guo, C. Fragouli, and S. Diggavi, "Community-aware group testing", IEEE Transactions on Information Theory (TIT), vol. 69,  no. 7, pp. 4361-4383, Jul. 2023.

[7] J. Han, T. Guo*, Q. Zhou, W. Han, B. Bai, and G. Zhang, "Structural Entropy of the Stochastic Block Models", Entropy, vol. 24, no. 1, pp. 1-11, Jan. 2022.

[6] T. Guo, R. Zhou, and C. Tian, "New Results on the Storage-Retrieval Tradeoff in Private Information Retrieval Systems", IEEE Journal on Selected Areas in Information Theory (JSAIT), vol. 2, no. 1, pp. 403-414, Mar. 2021.

[5] T. Guo, X. Guang, and K. W. Shum, "On the Rate Region of Symmetric Multilevel Imperfect Secret Sharing", IEEE Transactions on Communications (TCOM), vol. 69, no. 1, pp. 470-485, Jan. 2021.

[4] T. Guo, C. Tian, T. Liu, and R. W. Yeung, "Weakly Secure Symmetric Multilevel Diversity Coding", IEEE Transactions on Information Theory (TIT), vol. 66, no. 11, pp. 7033-7055, Nov. 2020.

[3] T. Guo, R. Zhou, and C. Tian, "On the Information Leakage in Private Information Retrieval Systems", IEEE Transactions on Information Forensics and Security (TIFS), vol. 15, pp. 2999-3012, Mar. 2020.

[2] T. Guo and R.W. Yeung, "The Explicit Coding Rate Region of Symmetric Multilevel Diversity Coding", IEEE Transactions on Information Theory (TIT), vol. 66, no. 2, pp. 1053-1077, Feb. 2020.

[1] L. Shi, T. Yang, K. Cai, P. Chen, and T. Guo, "On MIMO Linear Physical-Layer Network Coding: Full-Rate Full-Diversity Design and Optimizationl", IEEE Transactions on Wireless Communications (TWC), vol. 17, pp. 3498–3511, May 2018.

会议论文：

[32] X. Chen, M. Zhu, L. Guo, T. Guo, and Z. Huang, "A Symbolic Algorithm for Linear Network Coding Resilient to Adversarial Erasures," in 2026 IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun. 28-Jul. 3, 2026.

[31] C. Wang, S. Chen, D. Yuan, T. Guo*, and L. Chen, "Secret Sharing on Random Geometric Graphs," in 2026 IEEE International Symposium on Information Theory (ISIT), Guangzhou, China, Jun. 28-Jul. 3, 2026.

[30] S. Ni, X. Zhang, J. Li, Y. Xu, T. Guo, and X. Zhao, "Geometry Accelerated Distributionally Robust Training for Deep Modulation Classification," in the 2026 IEEE 103rd Vehicular Technology Conference (VTC2026-Spring), Nice, France, Jun. 9-12, 2025.

[29] Z. Song, N. Jiang, M. He, X. Zhao, and T. Guo*, "Channel, Trend and Periodic-Wise Representation Learning for Multivariate Long-term Time Series Forecasting,'' in 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8,  2026.

[28] T. Zhang, T. Liu, L. Mei, T. Guo*, A. Song, "HIBAR: A Hidden Backdoor Attack on LLM Recommendation Services via Multi-turn Dialogue Manipulation,'' in 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8,  2026.

[27] D. Yuan, T. Guo**, and Z Huang, "Refinement Methods for Distributed Distribution Estimation under $\ell^p$-Losses,'' in the 39th Annual Conference on Neural Information Processing Systems (NeurIPS2025), San Diego, USA, Dec. 2-7, 2025.

[26] Y. Liu, Z. Song, and T. Guo*, "Optimizing Audio Deepfake Detection via Simplifying Graph Convolution,'' in The 11th International Conference on Communication and Information Processing (ICCIP),Lingshui, China, Nov. 12-15, 2025.

[25] Z. Song, X. Zhang, L. Zhuang, T. Guo*, X. Zhao, and Y. Xu, "Channel Prediction Based on Spatially Dependent Diffusion Models," in the 17th International Conference on Wireless Communications Signal Processing (WCSP). Chongqing, China, Oct. 23-25, 2025.

[24] X. Zhang, X. Zhao, and T. Guo, "Energy-Efficient Wireless Extended Reality (XR) Transmissions with Reliability and Security Guarantees in the Finite Blocklength Regime," in the 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), Chengdu, China, Oct. 19-22, 2025.

[23] T. Guo, X. Zhao, D. Yuan, L. Guo, and Y. Xu, "Optimal Rate Region for Lazy Secret Sharing,'' in 2025 IEEE Information Theory Workshop (ITW), Sydney, Australia, Sep. 29-Oct. 3, 2025.

[22] N. Ding, F. Farokhi, T. Guo, Y. Xu, and X. Zhang, "$\alpha$-leakage Interpretation of Sibson Mutual Information and Renyi Capacity,'' in 2025 IEEE Information Theory Workshop (ITW), Sydney, Australia, Sep. 29-Oct. 3, 2025.

[21] H. Sun, Y. Xu, C. Li, T. Guo, and W. Zhang, "Rate Region of Semantic-Aware Quadratic Gaussian Two-Terminal Source Coding Problem,'' in 2025 IEEE Information Theory Workshop (ITW), Sydney, Australia, Sep. 29-Oct. 3, 2025.

[20] D. Yuan, T. Guo* and Z. Huang, "Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal,'' in 42nd International Conference on Machine Learning (ICML2025), Vancouver, Canada, Jul. 13-19, 2025.

[19] R. Yang, Y. Cai, T. Wei, H. Chen, Z. Zhao, and T. Guo, "SY-YOLOv5s: An improved YOLOv5s module for road vehicle and pedestrian target detection,'' in 2025 2nd International Conference on Digital Media, Communication and Information Systems (DMCIS), Nanjing, China, Jun. 20-22, 2025.

[18] J. Li, H. Xu, Y. Xu, X. Zhao, T. Guo and X. Ling, "The Age of Incorrect Information for Multi-User Link Scheduling over Fading Channels,'' in 2025 IEEE International Conference on Communications (ICC), Montreal, Canada, Jun. 8-12, 2025.

[17] T. Guo, L. Guo, Y. Xu, C. Li, S. Jin, and R. W. Yeung, "Sliding Secure Symmetric Multilevel Diversity Coding," in 2024 IEEE International Symposium on Information Theory (ISIT), Athens, Greece, Jul. 7-12, 2024.

[16] D. Yuan, T. Guo, Z. Huang, and S. Jin, "Local Decoding in Distributed Approximate Computing," in 2024 IEEE International Symposium on Information Theory (ISIT), Athens, Greece, Jul. 7-12, 2024.

[15] Y. Xu, T. Guo, D. Cao, and W. Xu, "Capacity-Distortion Tradeoff of Noisy Gaussian State Amplification,"  in 2023 IEEE International Symposium on Information Theory (ISIT), Taipei, China, Jun. 25-30, 2023.

[14] R. Tang, D. Gao, M. Yang, T. Guo, H. Wu, G. Shi, "GAN-inspired Intelligent Jamming and Anti-jamming Strategy for Semantic Communication Systems," in 2023 IEEE International Conference on Communications (ICC), Rome, Italy, May 28-Jun. 1, 2023.

[13] D. Yuan, T. Guo, B. Bai, and W. Han, "Lossy Computing with Side Information via  Multi-Hypergraphs", in 2022 IEEE Information Theory Workshop (ITW), Mumbai, India, Nov. 1-9, 2022.

[12] Y. Wang, T. Guo, B. Bai, and W. Han,"The Estimation-Compression Separation in Semantic Communication Systems", in 2022 IEEE Information Theory Workshop (ITW), Mumbai, India, Nov. 1-9, 2022.

[11] T. Guo, J. Han, H.Wu, Y.Wang, B. Bai, and W. Han, "Protecting Semantic Information Using An Efficient Secret Key",  in 2022 IEEE International Symposium on Information Theory (ISIT), Helsinki, Finland, Jun. 26-Jul. 1, 2022.

[10] P. Nikolopoulos, S. R. Srini, T. Guo, C. Fragouli, and S. Diggavi, "Group Testing for Overlapping Communities", in 2021 IEEE International Conference on Communications (ICC), Montreal, Canada, Jun. 14-18, 2021.

[9] P. Nikolopoulos, S. R. Srini, T. Guo, C. Fragouli, and S. Diggavi, "Group Testing for Connected Communities",  in the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), pages 2341–2349, San Diego, California, USA, Apr. 13-15, 2021.

[8] T. Guo, R. Zhou, and C. Tian, "On the Information Leakage in Private Information Retrieval Systems", in 2020 IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, USA, Jun. 21-26, 2020.

[7] R. Zhou, T. Guo and C. Tian, "Weakly Private Information Retrieval Under the Maximal Leakage Metric", in 2020 IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, USA, Jun. 21-26, 2020.

[6] T. Guo, C. Tian, T. Liu, and R. W. Yeung, "Weakly Secure Symmetric Multilevel Diversity Coding", in 2019 IEEE Information Theory Workshop (ITW), Visby, Gotland, Sweden, Aug. 25-28, 2019, (Invited paper).

[5] T. Guo, X. Guang, and K. W. Shum, "Symmetric Multilevel Imperfect Secret Sharing", in 2018 IEEE Information Theory Workshop (ITW), Guangzhou, China, Nov. 25-29. 2018.

[4] T. Guo and R. W. Yeung, "The Explicit Coding Rate Region of Symmetric Multilevel Diversity Coding", in 2018 IEEE International Symposium on Information Theory (ISIT), Vail, CO, USA, Jun. 17-22, 2018.

[3] T. Guo and R. W. Yeung, "The Explicit Coding Rate Region of Symmetric Multilevel Diversity Coding", in 2018 Information Theory and Applications Workshop (ITA), San Diego, CA, USA, Feb. 11-16, 2018.

[2] T. Guo and R. W. Yeung, "Extended Multiple Descriptions with Reconstruction Consistency Constraints", in 2016 IEEE Globecom Workshops (GC Wkshps),Washington D.C., USA, Dec. 4-8, 2016.

[1] T. Guo and R. W. Yeung, "Network Coding Scheme for Extended Multiple Descriptions", poster in 2016 IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, Jul. 10-15, 2016.