Welcome To BASIC LAB
Big data Analytics and Social Intelligent Computing Laboratory
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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 However, we do NOT expect you to learn the technologies only since these technologies will be out-of-date one day.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

Social Network Analysis

Group query, user behavior modeling, and online intervention


Model compression and computation acceleration

Internet of Things

Security, sensing data processing, and AI-enabled computation

Reinforcement Learning

Automatic landing, collision-avoidance navigation

Natural Language Processing

Summarization, Recommendation, and EDM subject generation


Happy life in BASIC LAB

Summer Trip 2020

AAAI 2020

@New York Hilton Midtown Hotel
Year-End Party 2019

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
Year-End Party 2018

@IEEE Global Communication Conference (GLOBECOM)
Workshop on AI & Big Data Analytics
Year-End Party 2017

2018 / 01 / 23
Farewell Party for Pei-Yi
2017 / 10 / 11