Weiyao Lin

Title: Weiyao Lin: Innovator in Scene Graph Compression

Introduction

Weiyao Lin is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of data compression, particularly through his innovative patent related to scene graph lossless compression.

Latest Patents

Weiyao Lin holds a patent titled "System and method for scene graph lossless compression by context-based graph convolution." This invention involves a sophisticated system that includes a prior encoding module, a first prior decoding module, a data encoding module located at the compressor side, a second prior decoding module, and a data decoding module located at the decompressor side. The system extracts prior information from the original scene graph and applies different random distribution models with context-based graph convolutional neural networks to estimate respective prior probabilities for arithmetic encoding and decoding. This approach effectively exploits contextual information within the scene graph data, leading to more accurate probability predictions and improved compression ratios. He has 1 patent to his name.

Career Highlights

Weiyao Lin is affiliated with Shanghai Jiao Tong University, where he continues to advance his research and innovation in data compression technologies. His work has garnered attention for its practical applications in various fields, enhancing the efficiency of data storage and transmission.

Collaborations

Weiyao Lin has collaborated with notable colleagues, including Yufeng Zhang and Huabin Liu. Their joint efforts contribute to the ongoing research and development in the area of scene graph compression.

Conclusion

Weiyao Lin's innovative work in scene graph lossless compression showcases his expertise and commitment to advancing technology in data management. His contributions are paving the way for more efficient data processing solutions.