Lin Jie is currently group leader and principal investigator at the Institute for Infocomm Research, A*STAR Singapore. His research interests include deep learning, AI accelerator, privacy-preserving machine learning, data compression, and computer vision. His Ph.D. work on compact global visual descriptors contributed as a core invention to the MPEG-7 standard on Compact Descriptors for Visual Search (CDVS). The technology has been adopted by WeChat, Baidu, Boyun Vision, etc. At I2R, he works on the development of compact neural networks, which serve as the foundation for accelerating AI workloads, and drive the next-generation hardware-software co-optimized AI hardware, efficient AI on encrypted data, and so on.
Research Manuscript
AI/ML System Design
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