A one-dimensional sequence learning based video summarization algorithm.Siyu Huang, Xi Li, Zhongfei Zhang. Approved, 2020. #201710888621.1
A pedestrian body appearance structure based crowd counting algorithm.Siyu Huang, Xi Li, Zhongfei Zhang. Approved, 2020. #201611225785.8
A high-resolution person pose transfer system.Siyu Huang, Haoyi Xiong, Dejing Dou. Filed, 2020. #202010507406.4
A federated learning-based data mining system.
Ji Liu, Haoyi Xiong, Siyu Huang, Dejing Dou. Filed, 2020. #202010339533.8
A text-guided person image generation algorithm.
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Zhongfei Zhang. Filed, 2020. #201910257463.9
A neural network architecture search algorithm for predicting image attributes.Siyu Huang, Xi Li, Zhongfei Zhang. Filed, 2018. #201810802108.0
Invited Talks and Presentations
Invited Talk: "Greedy Neural Architecture Search for Multi-Attribute Learning".
State University of New York (SUNY) at Binghamton, Binghamton, USA. Sept 2018.
Invited Presentation: "GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning".
ACM International Conference on Multimedia (ACM MM). Seoul, Korea. Oct 2018.
Invited Talk: "Text Guided Person Image Synthesis".
Baidu Research. Beijing, China. Mar 2019.
Invited Talk: “Deep Cross-Modal Knowledge Mining”.
Forum for Talented Young Scholar in Computer Science. Zhejiang University, Hangzhou, May 2019.
Open Course: “NAS with RL and Differentiable NAS in AutoDL”.
Baidu Create 2019 - Baidu AI Developer Conference. Beijing, July 2019.
Conference Tutorial: “A Tutorial on Neural Architecture Search”.
IEEE International Conference on Data Mining (ICDM) Tutorial on Automated Deep Learning: Theory, Algorithms, Platforms, and Applications. Beijing, Nov 2019.
Open Course: “Automated Deep Learning: Theory and Applications”.
Baidu World Congress, Branch Forum. Beijing, Sept 2020.