<aside>

"A seeker of truth. An explorer of reality. A student of life."

</aside>

:linkedin: LinkedIn :google-scholar--v3: Scholar

:github1: Github ✉️ Email

👋About Me

Hi, I am 帅先 Alex, currently working on Tech & AI Strategy at ByteDance.

Previously, I was a researcher at Huawei’s Noah’s Ark Lab, focusing on foundation models and AI agents. I obtained my Ph.D. from CUHK in 2022 under the guidance of Prof. Guoliang Xing (ACM/IEEE Fellow), and a Bachelor's degree from USTC in 2018.

I was also fortunate to be mentored by Peter Chen at 5Y Capital, in 2022.

<aside>

With a strong passion for technology, AI, and investment, I regularly share thoughts on:

• Alex’s Tech Frontier Watch
• :xiaoshongshu: 小红书 </aside>

🎓Education

• Ph.D, 2018-2022
  • AIoT Lab, Department of Information Engineering, CUHK
  • Supervisor: Prof. Guoliang Xing (ACM / IEEE Fellow)
  • Research Topic: Sensing and Computing for Edge AI Systems
• Bachelor, 2014-2018
  • Applied Physics, USTC

📝Selected Publication

Full list in Google Scholar (* denotes equal contribution):

• Siyang Jiang*, Xian Shuai*, Guoliang Xing. ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training. IPSN '24 (Best Paper Award).
• Xiaomin Ouyang, Xian Shuai, ****et al. ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease. MobiCom '24.
• Xian Shuai, Yulin Shen, et al. BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning. IPSN '22.
• Xiaomin Ouyang, Xian Shuai, et al. Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition. MobiCom '22.
• Xian Shuai, Yulin Shen, et al. milliEye: A Lightweight mmWave Radar and Camera Fusion System for Robust Object Detection. IoTDI '21 (Best Student Paper Award).

🎗️Awards

• 2024, Best Paper Award, The 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
• 2018-2022. Postgraduate Scholarship, the Chinese University of Hong Kong
• 2021, Best Student Paper Award, The 6th ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI)
• 2017, 2015, Outstanding Student Scholarship, University of Science and Technology of China (USTC)
• 2013, The First Price (Sichuan Province), Chinese Physics Olympiad (CPhO)

🤔Misc

• I also occasional update posts on some public channels, stay tuned :)
  • :zhihu: 知乎专栏 | :wechat: 公众号：知涌2024 | :snowball: 雪球专栏
• Outside work, I like hiking, diving (scuba & free), and coffee chatting.
  • The cover photo was taken at Sharp Peak 蚺蛇尖, Hong Kong, during the COVID-19 lockdown. Fascinating!
  • I also am was a part-time photographer. Click to have a look: Lofter