My research interests are mainly in Large Language Model, Edge AI, and Machine Learning Systems. As a Clarivate Highly Cited Researcher, I published many papers in top venues with wide impact in these areas and received over a dozen Best Paper Awards. I am also the recipient of IEEE Edward J. McCluskey Technical Achievement Award in 2024, First Prize in Natural Science of Shanghai Science and Technology Award in 2024, First Prize in Natural Science of China Electronics Society in 2023, Gold Medal of Geneva Inventions Expo in 2024 & 2023, etc.