This area focuses on embedding lightweight artificial intelligence into distributed computing infrastructures to enable low-latency, privacy-preserving intelligence at the network edge. Research emphasizes edge computing, intelligent caching, and resource-efficient machine learning across adaptive sensor networks and IoT devices, creating smart, interconnected environments that enhance comfort, security, and efficiency while addressing the social and ethical implications of pervasive intelligent technologies.

Members

Lingjie DUAN

Professor

Huangxun CHEN

Assistant Professor

Ningxin SU

Assistant Professor

Yan LONG

Assistant Professor

Projects

2023

广东省通感算交叉融合泛在物联网重点实验室

Firm: 广东省科技厅

Time: 2023 -

Publications

NetSenseML: Network-Adaptive Compression for Efficient Distributed Machine Learning

31st International European Conference on Parallel and Distributed Computing, deu,Dresden, 10.1007/978-3-031-99872-0_20 Wang, Yisu; Li, Xinjiao; Wu, Ruilong; Chen, Huangxun; Kutscher, Dirk

AdaptQNet: Optimizing Quantized DNN on Microcontrollers via Adaptive Heterogeneous Processing Unit Utilization

The 31st Annual International Conference on Mobile Computing and Networking (MobiCom 2025), Hong Kong, 10.1145/3680207.3765247 Sun, Yansong; He, Jialuo; Kutscher, Dirk; Chen, Huangxun

Poster Abstract: LLM-Piloted Visual Privacy Agent on Mobile Systems

23rd Conference on Embedded Networked Sensor Systems-SENSYS, Irvine, CA, 10.1145/3715014.3724025 Hang, Yihong; Li, Hao; Yang, Fengxu; Yang, Zhice; Chen, Huangxun

Bystander Privacy in Video Sharing Era: Automated Consent Compliance through Platform Censorship

2025 CHI Conference on Human Factors in Computing Systems, CHI 2025, Yokohama, Japan, 10.1145/3706598.3713391 Liao, Si; He, Hanwei; Chen, Huangxun; Yang, Zhice

ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects

39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025, usa,Philadelphia, 10.1609/aaai.v39i2.32190 Cao, Qihang; Chen, Huangxun

SecurityHub: Electromagnetic Fingerprinting USB Peripherals using Backscatter-assisted Commodity Hardware

40th Annual Computer Security Applications Conference, ACSAC 2024, Honolulu, HI, United states, 10.1109/ACSAC63791.2024.00046 Liao, Si; Chen, Huangxun; Yang, Zhice

Cross-shaped Separated Spatial-Temporal UNet Transformer For Accurate Channel Prediction

IEEE Conference on Computer Communications (IEEE INFOCOM), Vancouver, CANADA, 10.1109/INFOCOM52122.2024.10621187 Kang, Hua; Hu, Qingyong; Chen, Huangxun; Huang, Qianyi; Zhang, Qian; Cheng, Min

Enforcing End-to-end Security for Remote Conference Applications

45th IEEE Symposium on Security and Privacy (SP), San Francisco, CA, 10.1109/SP54263.2024.00236 Liu, Yuelin; Chen, Huangxun; Yang, Zhice

Contactless Arterial Blood Pressure Waveform Monitoring with mmWave Radar

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT, 8, 4, 10.1145/3699781 Hu, Qingyong; Zhang, Qian; Lu, Hao; Wu, Shun; Zhou, Yuxuan; Huang, Qianyi; Chen, Huangxun; Chen, Ying-Cong; Ni, Zhao

RIScan: RIS-aided Multi-user Indoor Localization Using COTS Wi-Fi

21st ACM Conference on Embedded Networked Sensor Systems (SenSys), Bahcesehir Univ, Istanbul, TURKEY, 10.1145/3625687.3625806 Li, Chenggao; Huang, Qianyi; Zhou, Yuxuan; Huang, Yandao; Hu, Qingyong; Chen, Huangxun; Zhang, Qian