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孙俊,华中科技大学电信学院副教授, 2013年于华中科技大学电信学院取得博士学位,2015-2017年于麻省理工学院(MIT)RLE实验室从事博士后工作。其主要研究方向为机器学习(尤其是高维统计学习和统计推断)、无线通信(尤其是MIMO和干扰管理)及信息论。
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支持扩展名:.rar .zip .doc .docx .pdf .jpg .png .jpeg代表性项目:
1. 华为项目: 有限天面MIMO容量极限与可达方案研究,2023.03– 2025.02, 主持
2. 国家自然科学基金重点项目:无线网络的干扰管理与容量研究 ,2013.01-2017.12, 技术负责人(项目排名第2)
3. 华为重点项目:下一代WiFi干扰管理与无线资源管理关键技术, 2013.12-2017.12,技术负责人(项目排名第2)
4. 华为项目:下一代智能天线算法可行性分析,2019.05—2019.12,主持
5. 华为项目:对抗MU-MIMO信道老化算法研究,2020.06- 2021.06,主持
6. 华为项目:AP间全双工,2020.07-2022.12,主持
代表性文章:(“*”代表通信作者)
机器学习:
[1] Qiaozhe Zhang, Jun Sun*, Yingzhuang Liu, “Rényi Sharpness: A Novel Sharpness that Strongly Correlates with Generalization”, International Conference on Learning Representations (ICLR), April 2026.
[2] Qiaozhe Zhang, Ruijie Zhang, Jun Sun* and Yingzhuang Liu, “How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective”, Neural Information Processing Systems (NeurIPS), Dec. 2024.
[3] Qiaozhe Zhang, Jun Sun*, Yingzhuang Liu, "Beyond the Matrix Sign: Quadratic Spectral Descent", Preprint. [Arxiv]
无线通信:
[1] Junzhi Wang, Jun Sun*, Limin Liao, Xiangbai Liao, Yingzhuang Liu, “Over-the-Air Interference Nulling Using Passive RIS for Two-Way K-User Interference Channel”, IEEE Transaction on Communications, Aug. 2026.
[2] Limin Liao, Jun Sun*, Junzhi Wang and Yingzhuang Liu, “Analog Self-Interference Cancellation in Full-Duplex Radios: A Fundamental Limit Perspective”, IEEE Transaction on Communications, July 2025.
[3] Zheng Xiao, Jun Sun*, Zhaoyang Zhang and Yingzhuang Liu, “Nonparametric Regression for MU-MIMO Channel Prediction: From KNN to Local Linear Regression”, IEEE Transaction on Wireless Communications, vol. 23, no. 4, pp. 2784-2795, Apr. 2024.
[4] Ji Wang, Jun Sun*, Xiaodong Wang, Kai Yang and Yingzhuang Liu, "Extending the Welch Bound: Non-Orthogonal Pilot Sequence Design for Two-Cell Interference Networks", IEEE Transaction on Wireless Communications,vol. 20, no. 2, pp. 1425-1439, Feb. 2021.
[5] M. Teeti, Jun Sun*, D. Gesbert and Yingzhuang Liu, “Impactof Physical Channel Model on the Performance of Subspace-Based Channel Estimation in Massive MIMO”, IEEE Transaction on Wireless Communications, vol.14, no. 9, pp. 4743-4756, Sept. 2015.

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