Summary
Overview
Work History
Education
Skills
Websites
Locations
Awards
Publications
Accomplishments
Additional Information
Timeline
Generic

Jihyeon Seong

AI Researcher
Seongnam

Summary

Effective Student committed to learning, developing skills in Artificial Intelligence and team contribution. Self-directed and energetic with superior performance in both autonomous or collaborative environments working independently and collaborating with others on group projects.


Motivated individual with strong work ethic and working independently. Strong organizational and team collaboration skills with experience in improving processes.

Overview

3
3
years of professional experience
7
7
years of post-secondary education
2
2
Languages

Work History

KAIST AI Graduate School PhD Student

Korea Advanced Institute of Science and Technology
9 2023 - Current

Research Interests:

  • Time Series (forecasting, classification)
  • Medical domain (diagnosis, vision, video, tabular)

KAIST AI Graduate School Masters Student

Korea Advanced Institute of Science and Technology
2021.09 - 2023.08
  • MS thesis titled 'Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings' has been accepted at AAAI24.

AI Researcher

Korea Advanced Institute of Science and Technology
2021.01 - 2021.07

Research Interests:

  • Financial doamin
  • Reinforcement Learning Trading

Education

Master's degree - Artificial Intelligence

KAIST
Seongnamsi, Gyeonggido, South Korea
2021.09 - 2023.05

Bachelor's degree - Computer Science

EWHA Women's University
Seoul
2016.03 - 2021.05

Skills

PyTorch

Python (Programming Language)

Linux

  • Fast Learner
  • Positive Attitude
  • Time Management
  • Computer Skills
  • Locations

    • Seongnam, Gyeonggi, South Korea

    Awards

    • EWHA Capstone Design Portfolio Awards
    • EWHA Capstone Design Project Awards
    • EWHA Graduation Project Awards
    • EWHA Scholarship for Student's Academic Support
    • EWHA Merit (Academic) Scholarship
    • 2019 KU Medical Hackathon Awards
    • WISET ICT Awards

    Publications

    • Towards Dynamic Trend Filtering through Trend Point Detection with Reinforcement Learning (IJCAI24)
    • Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings (AAAI24)
    • CardioCaps: Attention-based Capsule Network for ClassImbalanced Echocardiogram Classification (IEEE BigComp24)
    • Towards Algorithmic Stock Trading with Reinforcement Learning Considering Short Position (KSC23)
    • Capsule Neural Networks as Noise Stabilizer for Time Series Data (KCC23)
    • Study on a Diagnosis System using Correlation between Schizophrenia and EEG, MRI data (KIPS20)

    Accomplishments

    • KCC Best Paper Awards
    • KB Digital Idea Market Awards Rank #4

    Additional Information

    • EWHA CS Global Field Training - Summer Exchange Student at EPITA, Paris, France
    • Ewha Global Volunteer - Cambodia

    Timeline

    KAIST AI Graduate School Masters Student

    Korea Advanced Institute of Science and Technology
    2021.09 - 2023.08

    Master's degree - Artificial Intelligence

    KAIST
    2021.09 - 2023.05

    AI Researcher

    Korea Advanced Institute of Science and Technology
    2021.01 - 2021.07

    Bachelor's degree - Computer Science

    EWHA Women's University
    2016.03 - 2021.05

    KAIST AI Graduate School PhD Student

    Korea Advanced Institute of Science and Technology
    9 2023 - Current
    Jihyeon SeongAI Researcher