Our laboratory was established on August 1st, 2016, in National Chiao Tung University (NCTU), and named Big data Analytics and Social Intelligent Computing Laboratory (BASIC Lab). The focus of our research is on data science for heterogeneous data including biological sensors, images, videos, graphs, texts, and transactions. Specifically, data science is a multifaceted field used to gain insights from complex data. For example, social media data collection, data cleaning, machine learning, and visualization can be applied to analyze the customers’ data and provide insights for e-commerce. Although data science looks sexy, it is challenging to apply it to different kinds of data because of 1) large-scale streaming data, 2) noisy and incomplete data, 3) complicated interplays between different data sources, and 4) lack of ground truth. Therefore, to tackle the challenges, the goal is to design elegant algorithms to effectively and efficiently gain insights from the data. Different kinds of approaches are proposed according to the data characteristics, e.g., deep learning, tensor decomposition, dimension reduction. However, we do NOT expect you to learn the technologies only since these technologies will be out-of-date one day. Try to learn the abilities to learn new things and solve unsolved challenges.
Computer Vision
Generative model, detection, enhancement, and recognition
Natural Language Processing
Summarization, Recommendation, and EDM subject generation
AI SOC
Model compression and computation acceleration
NEWS
Happy life in BASIC LAB
Summer Trip 2020
@Taichung
AAAI 2020
@New York Hilton Midtown Hotel
Year-End Party 2019
@銀湯匙泰式火鍋
ACM MM 2019
@NICE ACROPOLIS Convention Center, France
Champion of 1st IMBD 2019
教育部第一屆全國智慧製造大數據 ...
Japan-Taiwan Workshop 2019
@NCKU
Year-End Party 2018
@鍋牛鍋物
GLOBECOM 2018
@IEEE Global Communication Conference (GLOBECOM)
Workshop on AI & Big Data Analytics
@NCTU
Year-End Party 2017
2018 / 01 / 23
Farewell Party for Pei-Yi
2017 / 10 / 11
Summer Trip 2020
Together with AIMM lab at Taichung. (2020/07/27 - 2020/07/29)
Champion of 1st Big Data Analytics for Smart Manufacturing