Work Experiences

  • Research Engineer
    Sep 2016 - current
    Australian National University, ACT, Australia
    Computational Media Lab., ANU College of Engineering and Computer Science

    Picturing Knowledge Project

    • Visualise knowledge graphs by connecting large collections of images and their descriptions.
    • Filter and cluster the extracted media features to automatically generate multimedia event summary documents.

    Awarded the D2D CRC Women in Data Science

  • Junior Research Engineer
    Aug 2011 - May 2015
    LG Electronics, Seoul, South Korea
    Convergence Product Prototyping Team, Creative Innovation Center
    Implement IoT devices for control legacy home appliances and new types of wearable devices
    • Design a new UI/UX platform over Real-time OS and customised Android
    • Build interface protocols between devices and smart phone through Bluetooth and Implement a smart phone application that controls the device.
    Build the interface of touch input sensor for edge-bended phone
    • Analysed and processed the touch pattern of users to design efficient gesture input
    • Responsible for developing new gesture dispatch interfaces for Android frameworks and application, as well as writing a device driver and control firmware for the touch input sensors.
    Implement a power monitoring system for mobile environments
    • Build the analysing system on Android kernel/frameworks by monitoring application usage and battery status
  • Research Intern
    Aug 2010 - Feb 2011
    Microsoft Research Asia, Beijing, China
    Wireless & Network Group
    • Research on the traffic models and topology for data center networks.
    • Introduce a new traffic model considering traffic locality to provide bandwidth guarantees.
  • Sun campus ambassador
    Sep 2008 - Feb 2009
    Sun Microsystems, Inc., Seoul, South Korea
    • Organise the second university Java algorithm contest.
    • Session translator at Sun Tech Day 2008 Seoul.
  • Engineering Intern
    Mar 2008 - Sep 2008
    Naver Corporation, Seoul, South Korea
    Web-robot Development Team
    • Analyse the page url patterns and develop a web page crawler

Education

  • M.S. in Computer Science
    2009 - 2011
    KAIST, Daejeon, South Korea
    • Master Thesis: Achieving Bandwidth Guarantees in Virtual Data Centers using the Hose Model
    • Examine network traffic data on on-chip network to introduce a new scalable power-efficient structure.
  • B.S. in Computer Science
    2004 - 2009
    KAIST, Daejeon, South Korea
  • Interchange student program at FUDAN University, Shanghai, China Sep 2006 - Feb 2007
    Summer session at UCSD, San Diego, USA Jul 2006 - Aug 2006

Technical Expertise

  • Programming: Python, JavaScript, C/C++, R, Java, SQL, Bash, Matlab
  • Software and Tool: NLTK, Scikit, TensorFlow, Git, Gerrit, Atlassian Tools (Jira, Bitbucket, Confluence), Trace32, Gdb, Keil, IAR, Eclipse, Android Studio
  • Web: Django, HTML, CSS, Bootstrap
  • Environment: RTOS, Android, Linux, Mac OS X, UNIX

Publications

  • Visualizing Graph Differences from Social Media Streams
    Minjeong Shin, Dongwoo Kim, Jae Hee Lee, Umanga Bista, Lexing Xie
    The 12th ACM International Conference on Web Search and Data Mining (WSDM), Demo, 2019
  • Comparative Document Summarisation via Classification
    Umanga Bista, Alexander Mathews, Minjeong Shin, Aditya Menon, Lexing Xie
    The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
  • PathRec: Visual Analysis of Travel Route Recommendations
    Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Menon, Cheng Soon Ong, Iman Avazpour, John Grundy
    The ACM Conference on Recommender Systems (RecSys), Demo, 2017
  • Mutually Aware Prefetcher and On-chip Network Designs for Multi-cores
    Junghoon Lee, Hanjoon Kim, Minjeong Shin, John Kim, Jaehyuk Huh
    IEEE Transactions on Computers (TC) 63 (9), 2014
  • Leveraging torus topology with deadlock recovery for cost-efficient on-chip network
    Minjeong Shin, John Kim
    IEEE 29th International Conference on Computer Design (ICCD), 2011
  • Exploiting Mutual Awareness between Prefetchers and On-chip Networks in Multi-cores
    Junghoon Lee, Minjeong Shin, Hanjoon Kim, John Kim, Jaehyuk Huh
    The 20th International Conference on Parallel Architectures and Compilation Techniques (PACT), 2011
  • Achieving Bandwidth Guarantees in Virtual Data Centers using the Hose Model
    Minjeong Shin, Chuanxiong Guo, John Kim
    The 3rd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud'11), Poster session

Patents

  • An insole, A digital device and method for controlling the same (co-inventor) Application KR1020150102976
  • Mobile terminal and method for controlling the same (co-inventor) Application KR1020150093417
  • Insole, mobile terminal and method of controlling therefor (co-inventor) Grant US20160366266A1
  • An insole, A mobile terminal and method for controlling the same (co-inventor) Application KR1020150082430
  • Terminal and method for controlling an output of AV data thereof (co-inventor) Application KR1020140021118
  • Mobile terminal and method for providing three-dimensional images thereof Application KR1020140021116
  • Wearable glass-type device and method of controlling the device (co-inventor) Application KR1020130139293
  • Mobile terminal Application KR1020130011661
  • Routing system and method using torous topology in on-chip network (co-inventor) Application KR1020110142500

Contact

  • 40/41 Clare Burton Circuit, Franklin, ACT 2913, Australia
    +61-429-085-815
    minjeong.shin at anu.edu.au