I am a Ph.D. candidate in Department of Data science at University of Science and Technology of China (USTC). I'm also working with Prof. Yang Wang at Data Intelligence Lab, SuZhou, where I work on deep learning, neural language processing(NLP), and spatiotemporal data mining, etc.
12/2019, Google QUEST Q&A Labeling top 6% Kaggle官网 .
11/2019, kaggle: ASHRAE - Great Energy Predictor III top 8% Kaggle官网
Recent Projects
Actually, speech recognition technology based on deep learning is trained by a large number of labeled samples and tested on normal human voices, which involves speech data preprocessing, audio signal alignment, data training, model selection and other technologies.
reference: word2vec HMM pre-training model wav2letter++
10/2019, "GTC 2020" teaching assistant at SuZhou International Expo Center
Research
I'm interested in devleoping efficient models for computer vision (e.g. classification, detection, and super-resolution) using pruning, quantization, distilaltion, NAS, etc.
Conference Papers:
Estimation of Vehicle Travel Time based on Sparse Traffic Intersection Camera Data in Urban Area
Kangjia Shao, Lianliang Chen, Zhengyang Zhou and Kun Wang MDM 2020 | paper
Biography
Ph.D. Candidate, Data Science, University of Science and Technology of China, Sep. 2019~.
B.S., Electronic and Information Engineering, AnHui Normal University, Sep. 2015~Jul. 2019.