Research Areas (with selected publications, projects are linked [here])

 Artificial Intelligence and Foundation Models

o Large Model Pretraining (Unsupervised/Semi-Supervised) [pdf] [pdf] [pdf]

o Multimodal Representation Learning  [pdf] [pdf]

o Diffusion Models [pdf] [pdf] [pdf] [pdf] and Generative Adversarial Network [pdf] [pdf]

o Model Security and Privacy in Deep Learning [pdf] [pdf]

o Network Architecture Search and Model Acceleration&Compression [pdf] [pdf] [pdf] [pdf] [pdf]

Computer Vision and AIGC

o AIGC-based Video and Image Generations [pdf][pdf]

o Video/Image Analysis and Understanding [pdf] [pdf]

o AI-enabled digital avatar modeling and animation [link] [pdf] [pdf]

o 2D/3D Scene Reconstruction, Mapping and Localization [pdf] [pdf]

Internet-of-Things (IOTs) Information Processing and Analytics 

o Discovery of trustworthy sources/sensors [pdf] [pdf]

o Multi-source information fusion [pdf] [pdf]

o Heterogeneous sensor data analysis [pdf] [pdf]

Back to top

Last updated 12/17/14