时间：2026年5月7日 星期四 10:00-12:00
地点：无线谷A1 1208
邹航 阿联酋哈利法大学数字未来研究所
Abstract
本报告介绍我们在通信大模型方向的相关研究工作，旨在将大语言模型扩展到无线通信领域。我们的出发点在于，通用大模型普遍缺乏通信领域的专业知识，也难以理解射频信号等物理层信息。第一部分将介绍TelecomGPT：第一个面向通信领域的大语言模型，涵盖从数据处理、模型训练到评估优化的全流程设计。TelecomGPT聚焦通信知识建模，实现对技术标准和专业数据的结构化理解与推理。第二部分将介绍RF-GPT：第一个面向射频信号的大语言模型。RF-GPT进一步引入射频信号作为新的模态，探索通过射频-语言对齐机制，使模型具备对物理层信息的理解与推理能力。我们的研究表明，现有多模态模型在射频信号理解方面缺乏关键先验，而该工作为弥补这一空白提供了初步探索路径。总体而言，这些研究指向AI原生网络的新范式，即通过基础模型实现统一表示、跨任务推理以及无线系统中AI的深度融合。
Speaker Bio
Dr. Hang Zou is a Postdoctoral Fellow at the 6G Research Center, Khalifa University, working with Prof. Merouane Debbah. He pioneered the concept of the radio-frequency language model (RFLM) and developed the first such model, RF-GPT, enabling large language models to directly perceive and reason over RF signals. He received his Ph.D. in Wireless Communications from Paris-Saclay University in 2022,under the supervision of Prof. Samson Lasaulce. Prior to joining Khalifa University, he was a Researcher at the Technology Innovation Institute, where he worked across the full LLM stack, from data pipelines and training to inference and evaluation, and developed TelecomGPT, the first telecom-specific LLMs, as well as the Falcon-Edge family of efficient language models. His research interests include 6G, semantic and goal-oriented communications, telecom-specific LLMs, edge AI, model compression, and AI-driven optimization. He has authored and co-authored publications in leading venues such as Nature Reviews Electrical Engineering and IEEE JSAC, and actively serves as a reviewer for major IEEE journals and conferences.
邹航博士现为阿联酋哈利法大学数字未来研究所(Digital Future Institute, Khalifa University)的博士后研究员，师从Merouane Debbah教授(IEEE Fellow)。他首先提出了射频语言模型（RFLM）的概念，并开发了首个该类模型RF-GPT，使大语言模型能够直接感知并推理射频信号。他于2022年获得法国巴黎萨克雷大学无线通信博士学位，师从优化与博弈论专家Samson Lasaulce教授。在加入哈利法大学之前，他曾在阿联酋技术创新研究所(Technology Innovation Institute)担任研究员，参与从数据构建、模型训练到推理与评估的大语言模型全流程研发，领导了TelecomGPT（第一个通信领域大模型）以及参与Falcon-Edge系列端侧大语言模型的开发。他的研究方向包括6G、语义通信、通信大模型、边缘智能、大模型模型压缩以大模型赋能优化。他在Nature Reviews Electrical Engineering, IEEE JSAC等顶级期刊发表多篇论文，并担任多个IEEE期刊和会议审稿人。
