My research focuses on the Expression Recognition and the Acceleration for Neural Networks. I have studied on signal/image processing and hardware/software implementation for many years. I am very familiar with the algorithms in micro-expression recognition, image processing, deep learning and their implementation. I have proposed deep-learning based images processing algorithms and their software/hardware acceleration. I got the first prize of Micro-expression Recognition Challenge in ICIP 2020 and Emotional Reactions Sub-Challenge of MuSe 2022 in ACM Multimedia 2022. Thereafter, I will continue my research and the research interests include:

• Expression Recognition

• Acceleration for Neural Networks

• Hardware/Software Implementation for Deep Learning

Award

• Winner of Micro-expression Recognition Challenge in ICIP 2020

• Winner of Emotional Reactions Sub-Challenge of MuSe 2022 in ACM Multimedia 2022

Research Projects

1. Research on Deep Learning based Intra Prediction Encoding and the Acceleration for Deep Neural Networks, National Natural Science Foundation of China, January 2019-December 2021. 250,000 CNY. (PI)

2. Research on Model Compression and VLSI Acceleration for Deep Learning Networks based on Quantization and Encoding, Anhui Provincial Natural Science Foundation, July 2019-June 2021. 100,000 CNY. (PI)

3. Research on Micro reaction Recognition for Universal Psychological Perception Anhui Provincial Department of Education, November 2021-October 2023. 200,000 CNY. (PI)

4. Research on GNN parallel acceleration for Special AI Chips, July 2022-May 2024. 250,000 CNY. (PI)