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Here is **[Hanlin Cai (Lance, 蔡汉霖)](https://www.eng.cam.ac.uk/profiles/hc663)**.<br>
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Here is **Hanlin Cai [(Lance, 蔡汉霖)](https://www.eng.cam.ac.uk/profiles/hc663)**.<br>
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I am a PhD student in the [Internet of Everything Group](https://ioe.eng.cam.ac.uk/) at the University of Cambridge, supervised by [Prof. Ozgur Akan](https://ioe.eng.cam.ac.uk/directory/akan) and [Dr. Kai Li](https://sites.google.com/site/lukasunsw/Home), and funded by the Cambridge Trust and CSC Scholarships. I also had the pleasure of participating in a summer research program with [Prof. Pietro Liò](https://www.cl.cam.ac.uk/~pl219/) in the [Artificial Intelligence Group](https://www.cl.cam.ac.uk/research/ai/).
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I am a first-year PhD student in the [Internet of Everything Group](https://ioe.eng.cam.ac.uk/) at the University of Cambridge, supervised by [Prof. Ozgur Akan](https://ioe.eng.cam.ac.uk/directory/akan) and [Dr. Kai Li](https://sites.google.com/site/lukasunsw/Home), and funded by the Cambridge Trust and CSC Scholarships. I also had the pleasure of participating in a summer research program with [Prof. Pietro Liò](https://www.cl.cam.ac.uk/~pl219/) in the [Artificial Intelligence Group](https://www.cl.cam.ac.uk/research/ai/).
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Prior to Cambridge, I have worked on wireless networks and cybersecurity under the guidance of [Prof. Zhezhuang Xu](https://scholar.google.com.hk/citations?user=iZ7LQRkAAAAJ&hl=zh-CN) and [Dr. Meng Yuan](https://myuan27.github.io/). Besides, I was honored to be selected as an Undergraduate Scholar at the leading conferences AAAI 2024 and SIGKDD 2024.
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## Manuscripts
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-[Graph Representation-based Model Poisoning on Federated Large Language Models](https://arxiv.org/abs/2507.01694)<br>**Hanlin Cai**, Houtianfu Wang, Haofan Dong, Kai Li, Ozgur B. Akan~<br>Submitted to IEEE Communications Magazine.<br>
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-[Graph Representation-based Model Poisoning on Federated Large Language Models](https://arxiv.org/abs/2507.01694)<br>**Hanlin Cai**, Houtianfu Wang, Haofan Dong, Kai Li, Ozgur B. Akan~<br>Submitted to IEEE Communications Magazine, 2025.<br>
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-[Semantic Communication for the Internet of Space: New Architecture, Challenges, and Future Vision](https://arxiv.org/abs/2503.23446)<br>**Hanlin Cai**, Houtianfu Wang, Haofan Dong, Ozgur B. Akan~<br>Submitted to IEEE Communications Standards Magazine.<br>
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-[Semantic Communication for the Internet of Space: New Architecture, Challenges, and Future Vision](https://arxiv.org/abs/2503.23446)<br>**Hanlin Cai**, Houtianfu Wang, Haofan Dong, Ozgur B. Akan~<br>Submitted to IEEE Communications Standards Magazine, 2025.<br>
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-[Fundamental Limits of Cooperative Integrated Sensing and Communications over Low-Earth Orbit THz Satellite Channels](https://arxiv.org/abs/2510.19007)<br>Haofan Dong, Houtianfu Wang, **Hanlin Cai**, Ozgur B. Akan~<br>Submitted to IEEE Transactions on Wireless Communications.<br>
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-[Fundamental Limits of Cooperative Integrated Sensing and Communications over Low-Earth Orbit THz Satellite Channels](https://arxiv.org/abs/2510.19007)<br>Haofan Dong, Houtianfu Wang, **Hanlin Cai**, Ozgur B. Akan~<br>Submitted to IEEE Transactions on Wireless Communications, 2025.<br>
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- Perspectives on Visual Analytics for Advancing Imaginative Intelligence<br>Xiangxuan Zhang, **Hanlin Cai**, Xumeng Wang~<br>Submitted to Visual Informatics.<br>
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- Perspectives on Visual Analytics for Advancing Imaginative Intelligence<br>Xiangxuan Zhang, **Hanlin Cai**, Xumeng Wang~<br>Submitted to Visual Informatics, 2025.<br>
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<br>
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## Conference Paper
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- Graph Representation-based Model Poisoning on the Heterogeneous Internet of Agents (Submitted to an IEEE ComSoc Conference). <br>
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- Graph Representation-based Model Poisoning on the Heterogeneous Internet of Agents<br>**Hanlin Cai**, Houtianfu Wang, Haofan Dong, Kai Li, Ozgur B. Akan~<br>Submitted to an IEEE ComSoc Conference, 2026. <br>
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-[Semantic Learning for Molecular Communication in Internet of Bio-Nano Things](https://arxiv.org/abs/2502.08426)<br>**Hanlin Cai**, Ozgur B. Akan~<br>Proceedings of the 9th Workshop on Molecular Communications<br>Catania, Italy. February, 2025.<br>
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-[Semantic Learning for Molecular Communication in Internet of Bio-Nano Things](https://arxiv.org/abs/2502.08426)<br>**Hanlin Cai**, Ozgur B. Akan~<br>Proceedings of the 9th Workshop on Molecular Communications (IEEE MolCom 2025)<br>Catania, Italy. February, 2025.<br>
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-[Securing Billion Bluetooth Low Energy Devices Using Cyber-Physical Analysis and Deep Learning Techniques](https://www.researchgate.net/publication/384046364/)<br>**Hanlin Cai†**, Yuchen Fang**†**, Jiacheng Huang, Honglin Liao, Meng Yuan, Zhezhuang Xu**~**<br>The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), [Undergraduate Consortium](https://kdd2024.kdd.org/undergraduate-consortium/).<br>Barcelona, Spain. August, 2024.<br>
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-[Securing Billion Bluetooth Low Energy Devices Using Cyber-Physical Analysis and Deep Learning Techniques](https://www.researchgate.net/publication/384046364/)<br>**Hanlin Cai†**, Yuchen Fang**†**, Jiacheng Huang, Honglin Liao, Meng Yuan, Zhezhuang Xu**~**<br>The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM KDD 2024), [Undergraduate Consortium](https://kdd2024.kdd.org/undergraduate-consortium/).<br>Barcelona, Spain. August, 2024.<br>
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-[Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks](https://dl.acm.org/doi/abs/10.1145/3643832.3661434)<br>**Hanlin Cai**, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu**~**<br>The 22nd ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2024), Poster.<br>Tokyo, Japan. June, 2024.<br>
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-[Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks](https://dl.acm.org/doi/abs/10.1145/3643832.3661434)<br>**Hanlin Cai**, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu**~**<br>The 22nd ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys 2024), Poster.<br>Tokyo, Japan. June, 2024.<br>
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- Applying LLM-Powered Virtual Humans to Child Interviews in Child-Centered Design<br>Linshi Li, **Hanlin Cai~**<br>The 24th Annual ACM Interaction Design and Children Conference (IDC 25)<br>Reykjavik, Iceland. June, 2025.<br>
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-[Applying LLM-Powered Virtual Humans to Child Interviews in Child-Centered Design](https://arxiv.org/abs/2504.20016)<br>Linshi Li, **Hanlin Cai~**<br>The 24th Annual ACM Interaction Design and Children Conference (ACM IDC 25)<br>Reykjavik, Iceland. June, 2025.<br>
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- SeeMusic: XR-Enhanced Musical Language Training Application for Hearing-impaired Children<br>Linshi Li, Xianjinghua Chen, Yutian Qin and **Hanlin Cai~**<br>The 14th IEEE International Conference on Educational and Information Technology (ICEIT 2025).<br>Guangzhou, China. March, 2025.<br><br>
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- SeeMusic: XR-Enhanced Musical Language Training Application for Hearing-impaired Children<br>Linshi Li, Xianjinghua Chen, Yutian Qin and **Hanlin Cai~**<br>The 14th IEEE International Conference on Educational and Information Technology (IEEE ICEIT 2025).<br>Guangzhou, China. March, 2025.<br><br>
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## Degree Thesis
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-[Semantic Communication for the Internet of Everything: From Molecular to Space Networks](https://caihanlin.com/mypaper/thesis/MPhil_thesis.pdf)<br>**Hanlin Cai** (Advisor: Ozgur B. Akan).<br>Thesis awarded Distinction.
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-[Semantic Communication for the Internet of Everything: From Molecular to Space Networks](https://caihanlin.com/mypaper/thesis/MPhil_thesis.pdf)<br>**Hanlin Cai** (Advisor: Ozgur B. Akan).<br>Examiners: Sasitharan Balasubramaniam, Qixiang Cheng.<br>Thesis awarded Distinction.<br>
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-[Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks](https://caihanlin.com/mypaper/thesis/UG-thesis.pdf)<br>**Hanlin Cai** (Advisor: Zhezhuang Xu).<br>Best Bachelor Thesis Award (Top 1/300).<br>
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