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170<img src="https://caihanlin.com/images/logo/icons8-zhihu-96.png" width="16.8" height="16.8"></i> Zhihu</a></p> 171 172<p style="text-indent:0;"><a href="https://www.xiaohongshu.com/user/profile/5c27848f0000000005030c6f"><img src="https://caihanlin.com/images/logo/xiaohongshu.png" width="14.6" height="14.6"></i> RedNote</a></p> 173 174<p style="text-indent:0;"><a href="https://space.bilibili.com/594030035"><img src="https://caihanlin.com/images/logo/icons8-retro-tv-100.png" width="14.5" height="14.5"></i> Bilibili</a></p> 175 176<!-- Lastly modified by Hanlin CAI in 2023/10/15 --> 177 </div> 178 <article itemscope itemtype="http://schema.org/CreativeWork"> 179 180 <div class="article-wrap" itemprop="text"> 181 <blockquote> 182 <p>(â : equal contribution, ~~: corresponding author)</p> 183</blockquote> 184 185<h2 id="my-collaborators">My Collaborators</h2> 186 187<p><em>The individuals listed below have profoundly shaped my research and personal development. Their invaluable contributions and guidance have greatly enriched all the work presented here.</em></p> 188 189<ul> 190 <li><strong>Edge AI:</strong> <a href="https://www.tkn.tu-berlin.de/team/dressler/">Falko Dressler (TU Berlin)</a>, <a href="https://sites.google.com/site/lukasunsw/">Kai Li (CMU)</a>, <a href="https://yichenli-hust.github.io/">Yichen Li (HUST)</a>, <a href="https://xianhaochen.net/people">Zheng Lin (HKU)</a></li> 191 <li><strong>Wireless Communications:</strong> <a href="https://oba.eco/">Ozgur B. Akan (Cam)</a>, <a href="https://scholar.google.com/citations?user=tuhdAK0AAAAJ&hl=zh-CN">Haofan Dong (Cam)</a>, <a href="https://ioe.eng.cam.ac.uk/staff/houtianfu-wang">Houtianfu Wang (Cam)</a></li> 192 <li><strong>Mobile Networks:</strong> <a href="https://www.cl.cam.ac.uk/~jac22/">Jon Crowcroft (Cam)</a>, <a href="https://junfei-z.github.io/">Junfei Zhan (UPenn)</a>, <a href="https://scholar.google.com/citations?hl=zh-CN&user=iZ7LQRkAAAAJ&view_op=list_works&sortby=pubdate">Zhezhuang Xu (FZU)</a>, <a href="https://myuan27.github.io/">Meng Yuan (VUW)</a><br /><br /></li> 193</ul> 194 195<hr /> 196 197<h2 id="journal-paper">Journal Paper</h2> 198 199<ul> 200 <li> 201 <p><a href="https://arxiv.org/abs/2605.07961">Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs</a><br /><strong>Hanlin Cai</strong>, Kai Li, Houtianfu Wang, Haofan Dong, Yichen Li, Falko Dressler, Ozgur B. Akan<br /><strong>IEEE Transactions on Network Science and Engineering</strong>, 2026.<br /></p> 202 </li> 203 <li> 204 <p><a href="https://arxiv.org/abs/2603.08990">Edge-Side Fingerprints of Service Tiering and Quota Throttling in Starlink</a><br />Houtianfu Wang, <strong>Hanlin Cai~~</strong>, Haofan Dong, Ozgur B. Akan<br /><strong>IEEE Networking Letter</strong>, 2026.<br /></p> 205 </li> 206 <li> 207 <p><a href="https://arxiv.org/abs/2503.23446">Semantic Communication for the Internet of Space: New Architecture, Challenges, and Future Vision</a><br /><strong>Hanlin Cai</strong>, Houtianfu Wang, Haofan Dong, Ozgur B. Akan<br />Submitted to an IEEE Magazine, 2026.<br /></p> 208 </li> 209 <li> 210 <p><a href="https://arxiv.org/abs/2604.10830">Rain Rate Estimation Bounds and Weather-Adaptive Pilot Allocation for LEO Satellite ISAC</a><br />
210Haofan Dong, Houtianfu Wang, <strong>Hanlin Cai</strong>, O. Tansel Baydas, Ozgur B. Akan<br /><strong>IEEE Transactions on Wireless Communications</strong>, 2026.<br /></p> 211 </li> 212 <li> 213 <p><a href="https://arxiv.org/abs/2601.00820">Risk-Aware Link Adaptation Architecture for Ka-Band LEO Downlinks Under Ionospheric Disturbances</a><br />Houtianfu Wang, Haofan Dong, <strong>Hanlin Cai</strong>, Ozgur B. Akan<br /><strong>IEEE Transactions on Aerospace and Electronic Systems</strong>, 2026.<br /></p> 214 </li> 215 <li> 216 <p>Measurement-Grounded Deadline Feasibility over LEO RF and Optical Access Links<br />Houtianfu Wang, Osman. T. Baydas, <strong>Hanlin Cai</strong>, Haofan Dong, Ozgur B. Akan<br /><strong>IEEE Transactions on Aerospace and Electronic Systems</strong>, 2026.<br /></p> 217 </li> 218 <li> 219 <p><a href="https://arxiv.org/abs/2607.04405">Deadline-Bound Finite-Object Delivery over Intermittent LEO Satellite Contact Plans under Residual-Service Accounting</a><br />Houtianfu Wang, O. Tansel Baydas, <strong>Hanlin Cai</strong>, Haofan Dong, Ozgur B. Akan<br />Submitted to an IEEE Transaction Journal, 2026.<br /></p> 220 </li> 221 <li> 222 <p>Fence-and-Flash: Sequential ISAC for Probabilistic LEO Debris Characterization over Inter-Satellite Links<br />Houtianfu Wang, O. Tansel Baydas, <strong>Hanlin Cai</strong>, Haofan Dong, Ozgur B. Akan<br />Submitted to an IEEE Transaction Journal, 2026.<br /></p> 223 </li> 224 <li> 225 <p>ActiveâPassive Spectrum Coexistence via Power Textures for Astronomical-Signal Identifiability<br />Haofan Dong, Houtianfu Wang, <strong>Hanlin Cai</strong>, O. Tansel Baydas, Ozgur B. Akan<br />Submitted to an IEEE Transaction Journal, 2026.<br /></p> 226 </li> 227 <li> 228 <p>Staying Online Costs More Energy Than Sending Bits in a Starlink Mini Terminal<br />Houtianfu Wang, Shaojie Zhang, <strong>Hanlin Cai</strong>, Haofan Dong, Ozgur B. Akan<br />Submitted to an IEEE Transaction Journal, 2026.<br /></p> 229 </li> 230 <li> 231 <p><a href="https://arxiv.org/abs/2604.14643">Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification</a><br />Weiwei Zhuang, Wangze Xie, Qi Zhang, Xia Du, Zihan Lin, Zheng Lin, <strong>Hanlin Cai</strong>, Jizhe Zhou, Zihan Fang, Chi-man Pun, Wei Ni, Jun Luo<br /><strong>IEEE Transactions on Geoscience and Remote Sensing</strong>, 2026.<br /></p> 232 </li> 233 <li> 234 <p><a href="https://arxiv.org/abs/2510.19007">Fundamental Limits of Cooperative Integrated Sensing and Communications over Low-Earth Orbit THz Satellite Channels</a><br />
234Haofan Dong, Houtianfu Wang, <strong>Hanlin Cai</strong>, Ozgur B. Akan<br />Submitted to an IEEE Transaction Journal, 2026.<br /></p> 235 </li> 236 <li> 237 <p><a href="https://arxiv.org/abs/2605.17150">A reversed solar illumination dependence of unintended emission from Starlink Direct-to-Cell satellites at 72â234 MHz with the EDA2</a><br />Haofan Dong, Houtianfu Wang, <strong>Hanlin Cai</strong>, Ozgur B. Akan<br /><strong>Publications of the Astronomical Society of Australia (PASA)</strong>, 2026.<br /></p> 238 239 <p><br /></p> 240 </li> 241</ul> 242 243<hr /> 244 245<h2 id="conference-paper">Conference Paper</h2> 246 247<ul> 248 <li> 249 <p><a href="https://arxiv.org/pdf/2603.11280">Performance Bounds and Robust Filtering for LEO Inter-Satellite Synchronization under Cross-Epoch Doppler Coupling</a><br />Haofan Dong, Houtianfu Wang, <strong>Hanlin Cai</strong>, Ozgur B. Akan<br />Submitted to the IEEE 27th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). <br />Athens, Greece. September, 2026.<br /></p> 250 </li> 251 <li> 252 <p><a href="https://dl.acm.org/doi/10.1145/3812835.3814863">Poster: Graph Learning-based Update Manipulation Attack on Federated Fine-Tuning of LLMs over Wireless Networks</a><br /><strong>Hanlin Cai</strong>, Junfei Zhan, Zheng Lin, Xinyi Cai<br />Proceedings of the 24th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys).<br />Cambridge, United Kingdom. June, 2026.<br /></p> 253 </li> 254 <li> 255 <p><a href="https://arxiv.org/abs/2511.07176">Graph Representation-based Model Poisoning on the Heterogeneous Internet of Agents</a><br /><strong>Hanlin Cai</strong>, Houtianfu Wang, Haofan Dong, Kai Li, Sai Zou, Ozgur B. Akan<br />Proceedings of the IEEE 22nd International Wireless Communications & Mobile Computing Conference (IWCMC). <br />Shanghai, China. June, 2026.<br /></p> 256 </li> 257 <li> 258 <p><a href="https://arxiv.org/abs/2502.08426">Semantic Learning for Molecular Communication in Internet of Bio-Nano Things</a><br /><strong>Hanlin Cai</strong>, Ozgur B. Akan<br />Proceedings of the 9th Workshop on Molecular Communications<br />Catania, Italy. April, 2025.<br /></p> 259 </li> 260 <li> 261 <p><a href="https://www.researchgate.net/publication/384046364/">Securing Billion Bluetooth Low Energy Devices Using Cyber-Physical Analysis and Deep Learning Techniques</a><br /><strong>Hanlin Caiâ </strong>, Yuchen Fang<strong>â </strong>, Jiacheng Huang, Honglin Liao, Meng Yuan, Zhezhuang Xu<br />Presented at the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), <a href="https://kdd2024.kdd.org/undergraduate-consortium/">Undergraduate Consortium</a>.<br />Barcelona, Spain. August, 2024.<br /></p> 262 </li> 263 <li> 264 <p><a href="https://dl.acm.org/doi/abs/10.1145/3643832.3661434">Poster: Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks</a><br /><strong>Hanlin Cai</strong>, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu<br />Proceedings of the 22nd ACM International Conference on Mobile Systems, Applications, and Services (MobiSys).<br />Tokyo, Japan. June, 2024.<br /></p> 265 </li> 266 <li> 267 <p><a href="https://arxiv.org/abs/2504.20016">Applying LLM-Powered Virtual Humans to Child Interviews in Child-Centered Design</a><br />Linshi Li, <strong>Hanlin Cai~~</strong><br />Proceedings of the 24th Annual ACM Interaction Design and Children Conference (IDC).<br />Reykjavik, Iceland. June, 2025.<br /></p> 268 </li> 269 <li> 270 <p>SeeMusic: XR-Enhanced Musical Language Training Application for Hearing-impaired Children<br />Linshi Li, Xianjinghua Chen, Yutian Qin and <strong>Hanlin Cai~~</strong><br />Proceedings of the 14th IEEE International Conference on Educational and Information Technology.<br />Guangzhou, China. March, 2025.<br /></p> 271 272 <p><br /></p> 273 </li> 274</ul> 275 276<hr /> 277 278<h2 id="early-project-during-undergrad">Early Project (during Undergrad)</h2> 279 280<ul> 281 <li> 282 <p><a href="https://ojs.aaai.org/index.php/AAAI/article/view/30544">Securing Billion Bluetooth Devices Leveraging Learning-based Techniques</a><br /><em>Final-year project (<a href="https://caihanlin.com/mypaper/thesis/UG-thesis.pdf">see thesis below</a>).</em><br /><strong>Hanlin Cai</strong> (Advisors: Zhezhuang Xu, Tozammel Hossain)<br />Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024), <a href="https://aaai.org/aaai-24-conference/undergraduate-consortium-program/">Undergraduate Consortium</a>.<br />Vancouver, Canada. February, 2024.<br /></p> 283 </li> 284 <li> 285 <p>Optimizing Traffic Sign Detection System Using Deep Residual Neural Networks Combined with Analytic Hierarchy Process Model<br /><em>
285Third-year course design.</em><br /><strong>Hanlin Cai</strong>, Zheng Li, Jiaqi Hu, Wei Hong Lim, Sew Sun Tiang, Mastaneh Mokayef, Chin Hong Wong<br />Proceedings of the 28th International Conference on Artificial Life and Robotics.<br />Beppu, Japan. February, 2023.<br />Recommended for expanding publication in the <em>Journal of Advances in Artificial Life Robotics</em>.</p> 286 287 <p><br /></p> 288 </li> 289</ul> 290 291<hr /> 292 293<h2 id="degree-thesis">Degree Thesis</h2> 294 295<ul> 296 <li> 297 <p>Towards Resilient and Trustworthy Internet of Agents<br />PhD First Year Report, 2026.</p> 298 </li> 299 <li> 300 <p><a href="https://caihanlin.com/mypaper/thesis/MPhil_thesis.pdf">Semantic Communication for the Internet of Everything: From Molecular to Space Networks</a><br /><strong>Hanlin Cai</strong> (Advisor: Dr. Ozgur B. Akan).<br />Examiners: <a href="https://computing.unl.edu/person/sasitharan-balasubramaniam/">Dr. Sasitharan Balasubramaniam</a>, <a href="https://www.eng.cam.ac.uk/profiles/qc223">Dr. Qixiang Cheng</a>.<br />Thesis awarded <strong>High Distinction</strong>.<br /></p> 301 </li> 302 <li> 303 <p><a href="https://caihanlin.com/mypaper/thesis/UG-thesis.pdf">Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks</a><br /><strong>Hanlin Cai</strong> (Advisor: Dr. Zhezhuang Xu).<br /><strong>Best Bachelor Thesis Award</strong> (top 1/300, the highest score of year 2024).<br /></p> 304 </li> 305 <li> 306 <p><a href="https://caihanlin.com/mypaper/thesis/IP-report.pdf">Industrial Inspection System based on Intelligent IoT and Bionic Quadruped Robot</a><br /><strong>Hanlin Cai</strong> (Advisor: Yuxiong Xia).<br />Industrial Placement Report at China Fuzhou Huading Tech. (Third-year industrial progrom).<br /></p> 307 308 <p><br /></p> 309 </li> 310</ul> 311 312<p><br /></p> 313 314 </div><!-- /.article-wrap --> 315 </article> 316</div><!-- /#index --> 317 318</div><!-- /.page-wrapper --> 319 320<div class="footer-wrap"> 321 <footer> 322 <h6>© 2026 Hanlin Cai. 323 Published with <a href="https://pages.github.com/" rel="nofollow">GitHub Pages</a>, 324 powered by <a href="https://jekyllrb.com" rel="nofollow">Jekyll</a>, 325 based on the <a href="https://mademistakes.com/" rel="nofollow">Minimal Mistakes</a> theme. 326 Source code for this website can be found <a href="https://github.com/GuangLun2000/GuangLun2000.github.io" rel="nofollow">here</a>. 327 328 <!--
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