Shuheng Lv

Title: Innovations of Shuheng Lv in Federated Learning

Introduction

Shuheng Lv is an accomplished inventor based in Jinan, China. He has made significant contributions to the field of wireless communication, particularly in the area of federated learning. His innovative approach to communication compression has garnered attention in the research community.

Latest Patents

Shuheng Lv holds a patent for a "Communication compression method based on model weight distribution in federated learning." This patent addresses the technical challenges associated with wireless communication in federated learning environments. The method involves counting the distribution of model weight information transmitted between nodes during communication. It utilizes scalar quantization and compression through the Lloyd-Max quantizer, followed by encoding with the Huffman coding method. This innovative approach minimizes mean square quantization error and reduces the number of bits required for communication.

Career Highlights

Shuheng Lv is affiliated with Shandong University, where he continues to advance his research in wireless communication technologies. His work has positioned him as a key figure in the development of efficient communication methods in federated learning.

Collaborations

Shuheng Lv collaborates with notable colleagues, including Shuaishuai Guo and Haixia Zhang. Their combined expertise contributes to the advancement of research in their field.

Conclusion

Shuheng Lv's contributions to the field of wireless communication, particularly through his innovative patent, highlight his role as a leading inventor in federated learning. His work not only enhances communication efficiency but also paves the way for future advancements in the technology.