Wei Guo

Publications [Google Scholar]

Preprints

• Wei Guo, Yaowen Zhang, Xingtong Ge, and Jun Zhang, “Equal Path Cost, Unequal Output Effects: Understanding Perturbation Propagation in Diffusion Models”, 2026. [arXiv]

• Yijie Bian, Kai Zhang, Wei Guo, Zixin Wang, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “AIMS: An Agentic AI Framework for Sim-to-Real Multi-Modal ISAC”, 2026. [arXiv] (Submitted)

• Songjie Xie, Wei Guo, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief, “Task-Oriented Communication with Hybrid-Precision Models”, 2026. [arXiv] (Major revision)

• Yijie Bian, Wei Guo, Jie Yang, Shenghui Song, Jun Zhang, Shi Jin, and Khaled B. Letaief, “Multi-Modal Environment-Aware Beam Management for Massive MIMO: A Geometry-Driven Virtual Base Station Framework”, 2026. [arXiv] (Major revision)

• Erqiang Tang, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief, “A Unified Two-Stage Generative Diffusion Framework for Channel Estimation and Port Selection in Multiuser MIMO-FAS”, 2026. [arXiv] (Major revision)

• Tianyi Liao, Wei Guo, Jun Qian, Zixin Wang, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Rethinking Mutual Coupling in Movable Antenna MIMO Systems: Modeling and Optimization”, 2026. [arXiv] (Submitted)

• Jingwen Tong, Zijian Li, Fang Liu, Wei Guo, and Jun Zhang, “WirelessAgent++: Automated Agentic Workflow Design and Benchmarking for Wireless Networks”, 2026. [arXiv] (Minor revision)

Journal Papers

• Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Model-Driven Deep Learning for Distributed Detection with Low-Bit Quantization ”, IEEE J. Sel. Areas Commun. (JSAC), early access, 2026.

• Yancheng Wang, Wei Guo, Chuan Huang, Guanying Chen, Ye Zhang, and Shuguang Cui, “Point Cloud Environment-Based Channel Knowledge Map Construction”, IEEE Trans. Cogn. Commun. Netw. (TCCN), vol. 12, pp. 9263-9278, 2026.

• Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Joint Beamforming and Antenna Position Optimization for Fluid Antenna Assisted MU-MIMO Networks,” IEEE J. Sel. Areas Commun. (JSAC), vol. 44, pp. 1209-1226, 2026.

• Jingwen Tong, Wei Guo, Jiawei Shao, Qiong Wu, Zijian Li, Zehong Lin, and Jun Zhang, “WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks,” China Commun., vol. 23, no. 3, pp. 265-285, Mar. 2026.

• Jiawei Shao, Jingwen Tong, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, and Jun Zhang, “WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence,” J. Commun. Inf. Netw. (JCIN), vol. 9, no. 2, pp. 99-112, Jun. 2024.

• Wei Guo, Chuan Huang, Xiaoqi Qin, Lian Yang, and Wei Zhang, “Dynamic Clustering and Power Control for Two-Tier Wireless Federated Learning,” IEEE Trans. Wireless Commun. (TWC), vol. 23, no. 2, pp. 1356-1371, Feb. 2024.

• Wei Guo, Ran Li, Chuan Huang, Xiaoqi Qin, Kaiming Shen, and Wei Zhang, “Joint Device Selection and Power Control for Wireless Federated Learning,” IEEE J. Sel. Areas Commun. (JSAC), vol. 40, no. 8, pp. 2395-2410, Aug. 2022.

• Wei Guo, Han Zhang, and Chuan Huang, “Energy Efficiency of Two-Way Communications under Various Duplex Modes,” IEEE Internet Things J. (IoT-J), vol. 8, no. 3, pp. 1921-1933, Feb. 2021.

Conference Papers

• Yijie Bian, Wei Guo, Zixin Wang, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “GSBF: Gaussian Splatting for Environment-Aware Beamforming”, in Proc. IEEE Glob. Commun. Conf. (Globecom), Dec. 2026.

• Songjie Xie, Wei Guo, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, and Khaled B. Letaief, “Hybrid Precision Task-Oriented Communication for OFDM-Based Edge Inference Systems”, in Proc. IEEE Mediterranean Conf. Commun. Netw. (MeditCom), Jul. 2026.

• Tianyi Liao, Wei Guo, Jun Qian, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Rethinking Mutual Coupling in Movable Antenna MIMO Systems”, in Proc. IEEE Int. Conf. Commun., May 2026.

• Yijie Bian, Wei Guo, Jie Yang, Shenghui Song, Jun Zhang, Shi Jin, and Khaled B. Letaief, “Multi-modal Data Driven Virtual Base Station Construction for Massive MIMO Beam Alignment”, in Proc. IEEE Wireless Commun. Netw. Conf., Apr. 2026.

• Ran Li, Ziyi Xu, Wei Guo, Ying-Jun Angela Zhang, “Divergence Meets Dispersion: Efficient Wideband Beam Training for XL-MIMO”, in Proc. IEEE Wireless Commun. Netw. Conf., Apr. 2026. Best Paper Award

• Erqiang Tang, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models,” in Proc. IEEE Glob. Commun. Conf. (Globecom), pp. 2066-2071, Dec. 2025.

• Tianyi Liao, Wei Guo, Hengtao He, Shenghui Song, Jun Zhang, and Khaled B. Letaief, “Fluid Antenna-Assisted MU-MIMO Systems with Decentralized Baseband Processing,” in Proc. IEEE Glob. Commun. Conf. (Globecom), pp. 2372-2377, Dec. 2025.

• W. Guo, M. He, C. Huang, H. He, S. Song, J. Zhang, K.B. Letaief, “Model-driven Deep Learning for Distributed Detection in WSNs with Binary Quantization,” in Proc. IEEE Mediterranean Conf. Commun. Netw. (MeditCom), Jul. 2024.

• Wei Guo, Ran Li, Chuan Huang, Xiaoqi Qin, Kaiming Shen, and Wei Zhang, “Optimized Device Selection and Power Control for Wireless Federated Learning,” in Proc. IEEE Glob. Commun. Conf. (Globecom), Dec. 2022.

• Wei Guo, Chuan Huang, Xiaoqi Qin, Lian Yang, and Wei Zhang, “Dynamic Clustering and Power Control for Two-Tier Over-the-Air Federated Learning,” in Proc. IEEE/CIC Int. Conf. Commun. China (ICCC), Aug. 2022.

• Wei Guo and Chuan Huang, “Energy Efficiency of Full-Duplex Two-Way Channels,” in Proc. Glob. Conf. Signal Inf. Process. (GlobalSIP), Nov. 2019.

Magazine Papers

• Boqun Huang, Yancheng Wang, Wei Guo, Zhaojie Guo, Di Wu, Ran Li, Dayang Liu, Wanshun Lan, Chuan Huang, Shuguang Cui, “Building Low-Altitude Communication Networks: A Digital Twin-Based Optimization Framework”, IEEE Wireless Commun. Mag., early access, 2026.

• Yancheng Wang, Chuan Huang, Songyang Zhang, Guanying Chen, Wei Guo, Shenglun Lan, Lexi Xu, Xinzhou Cheng, Xiongyan Tang, and Shuguang Cui, “Towards Precise Channel Knowledge Map: Exploiting Environmental Information from 2D Visuals to 3D Point Clouds”, IEEE Commun. Mag., early access, 2026.

Academic Services

• Journal Reviewers
  1. IEEE Transactions on Wireless Communications;
  2. IEEE Transactions on Communications;
  3. IEEE Wireless Communications Letters;
  4. IEEE Systems Journal;
  5. IEEE Transactions on Machine Learning in Communications and Networking;
  6. IEEE Internet of Things Magazine;
  7. IEEE Journal on Selected Areas in Information Theory;
  8. China Communications;
  9. Journal of Communications and Information Networks;
  10. And more…
• Conference Reviewers
  1. IEEE Global Communications Conference (Globecom), 2019-2025.
  2. IEEE/CIC International Conference on Communications in China (ICCC), 2019-2025.
  3. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.

Awards

• Best Paper Award from Journal of Communications and Information Networks (2026).
• Best Paper Award at IEEE WCNC 2026.
• Exemplary Reviewer of IEEE Wireless Communications Letters (2020).