송영록 (Youngrok Song)

👾 About Me

🖥 Github: https://github.com/id4thomas

📬 Email: id2thomas@gmail.com

I am interested in computational storytelling & analysis.

Currently trying to incorporate latest NLP works for controlled story generation.

💻 Experience

muhayu Inc. ML 리서치/엔지니어 전문연구요원 (링크)
- 면접 질문 생성 기능 (비대면 면접) [링크]
- 채용 서류 평가 기능 (PRISM) [링크]
- GPT Killer 기능 [링크]
- 카피킬러 출처검사 기능 (참고 문헌 출처 표기 오류 기능) [링크]
- 자연어 모델 관리, 서빙

2022.04 ~ Now

🖋️ Education

Sungkyunkwan University

M.S. in Department of AI (인공지능학과)
- ING Lab - Professor Yun-Gyung Cheong (정윤경 교수님) [link]
- GPA: 4.25/4.5
- AI 대학원우수장학금 (2020 ~ 2021, 2년)

2020.03 ~ ’22.02

B.S. in Computer Science and Engineering (소프트웨어학과)
- GPA: 4.01/4.5, Major GPA: 4.28/4.5
- 성균소프트웨어장학금 (2016 ~ 2019, 4년)

2016.03 ~ '20.02

🔍 Research Interests

Computational Storytelling

Interactive Narrative Agents

🌎 International Publications

IJCAI 24 (Ai, the Arts and Creativity Track)

A Conflict-Embedded Narrative Generation Using Commonsense Reasoning (Accepted, 24.08)
- Youngrok Song*, Gunhee Cho*, HyunJu Kim, YoungJune Kim, Byung-Chull Bae, Yun-Gyung Cheong
- Ai, the Arts and Creativity Track

Sensors 21 (JCR Q1, IF 3.576)

Analysis of Autoencoders for Network Intrusion Detection [link][code]
- Youngrok Song, Sangwon Hyun, Yun-Gyung Cheong
- Sensors: IoT Building Trustworthy and Dependable Infrastructure in the Internet of Things (2021 -Accepted, (JCR Q1, IF 3.576))

SVCC 20

A Systematic Approach to Building Autoencoders for Intrusion Detection
- Youngrok Song, Sangwon Hyun, Yun-Gyung Cheong
- Silicon Valley Cybersecurity Conference 2020 (SVCC 2020), December 17-19, 2020

IEEE CoG 20

An Intelligent Storytelling System for Narrative Conflict Generation and Resolution [link][code]
- Youngrok Song, Hyunju Kim, Taewoo Yoo, Byung-chull Bae, Yun-Gyung Cheong
- IEEE Conference on Games (CoG) 2020, Kyoto Japan

AAAI 19 Workshop (AffCon 2019)

Modeling Happiness Using One-Class Autoencoders [link] [code]
- Yun Gyung Cheong, Youngrok Song, and Byung-Chull Bae
- AffCon2019 workshop at AAAI 2019, Honolulu, USA

IEEE WS Big Data Security and Services 2018

Classification of Attack Types for Intrusion Detection Systems using a Machine Learning Algorithm
- Kinam Park, Youngrok Song, Yun-Gyung Cheong
- IEEE International Workshop on Big Data Security and Services 2018, Germany

🗺 Domestic Publications

(학위 논문) 딥러닝 기반 상식 추론 모델을 이용한 서사 갈등 생성
- 송영록
- 성균관대학교 인공지능학과 석사 학위 논문 (심사 합격, 공개 예정)

(KCC21) 가우시안 혼합 변분 오토인코더를 활용한 네트워크 침입 탐지 시스템
- 성창민, 송영록, 박종혁, 정윤경
- KCC 2021 (우수발표논문상 입상 https://kiise.or.kr/conference/kcc/2021/)

🏆 Awards

2021.08 KCC 2021 우수발표논문상 입상

2021.07 성균관대학교 인공지능학대학원 우수학생 선정

2021.07 AI학과 창의자율연구(S.E.L.F.) 우수팀 선정

2020.11 한국콘텐츠진흥원 Content Impact - AI: Storyteller 1위

🧑‍🤝‍🧑 Projects

(2021) Empirical study for the structural analysis of interest of the story. - NC Soft

(2021) 5G+ 서비스 안정성 보장을 위한 엣지 시큐리티 기술 개발 - 한국전자통신연구원 주관 정보보호핵심원천기술개발사업 (국가 공공 정보보호 인프라 강화), 과학기술정보통신부-IITP

(2020) Text comprehension technology study for intelligent story generation systems. - NRF

(2018) 클라우드 환경에서의 딥러닝 기반의 보안위협 분석 기술 연구 - 한국전자통신연구원 위탁과제 (과학기술정보통신부)

🛠 Skills

Framework:

Modeling: Huggingface Transformers, Pytorch, Tensorflow (v1,v2), mlx

Serving: torchserve, vllm, llama.cpp, ctranslate2

Application: django, uwsgi, gradio

Language

English (TOEIC 990 - 2021.06)

Programming Language:

Python (Advanced), C (Advanced), C++ (Intermediate), Java (Intermediate)