Biography
My name is Dian Ding, I received the Ph.D in School of Computer Science at Shanghai Jiao Tong University in 2023, under the supervision of Prof. Guangtao Xue and Assoc. Prof. Yi-Chao Chen. I am currently a postdoctoral researcher in School of Computer Science and Engineering at Shanghai Jiao Tong University.
My research focuses on IoT-based intelligent sensing and computing systems, with applications in human–computer interaction and health monitoring. Mobile-device–based multimodal sensing systems are developed to integrate signals including audio, images, millimeter waves, Bluetooth, and human body capacitance. Collected multimodal data are analyzed using deep learning methods—such as convolutional networks, diffusion models, and large language models—for feature extraction, modeling, and system-level understanding, while resource scheduling, model compression, and quantization techniques enable efficient and scalable deployment of computing systems.