Machine Learning/Deep Learning Research Lab.

주요 연구 분야 (Major research areas)

• Multi-Agent Reinforcement Learning
• Hyperparameter Optimization and Network Architecture Search
• Automated Machine Learning
• Adversarial Machine Learning
• Bankruptcy prediction models and financial ratio analysis
• Datamining based intrusion detection

박사 과정 학생 (Students in Ph.D. Program)

• Isack Thomas Nicholaus (니콜라우스 이삭 토마스) - expected graduation date: February 2025 - Meta Learning, Reinforcement Learning, AutoML
• Yosua Setyawan Soekamto (소캄토 요수아 세야완) - expected graduation date: August 2026
• Sun Hao (쑨하오) - expected graduation date: August 2026

석사 과정 학생 (Students in Master Program)

• Leonard Christopher Limanjaya (리만자야 레너드 크리스토퍼) - expected graduation date: February 2025 - Reinforcement Learning
• Yoshua Kaleb Purwanto (푸르완토 요슈아 칼렙) - expected graduation date: August 2025
• Hans Richard Alim Natadjaja - expected graduation date: August 2026
• Vincent Samuel David - expected graduation date: August 2026

공동 연구자 (Research Collaborators)

• 아메드 압둘하킴 알-압시 교수, 경동대학교 학장 (부교수) (Ahmed Abdulhakim Al-Absi, International Dean Professor at Kyungdong University)
• 강현준 연구원, City of Hope National Medical Center (HyunJun Kang, Research Fellow at City of Hope National Medical Center)
• 다난제이 싱 교수, The Penn State University (Dhananjay Singh, Teaching Professor at The Penn State University)
• 이영숙 교수 (Prof. YoungSook Lee) at University of Wisconsin - Madison
• 샹총량 교수, 산동공상학원 전임강사 (Zhong Liang Xiang, Lecturer at Shandong Technology and Business University)
• 김명종 교수, 부산대학교 경영대학 교수
• Andreas M. Hinz 교수, 뮌헨대학교 (Ludwig-Maximilians-University Munchen)
• Vanessa Huiying Chen at Yale University (예일대학교) as a Data Analyst - 05/05/2020(MM/DD/YYYY) ~ 04/05/2021(MM/DD/YYYY)

졸업생 (Alumni)

• 리쿤: 2021년 8월 졸업 박사과정 졸업, 현재 웨이팡 대학교 강사
  • Li Kun (PhD, Graduation date: August 2021, Lecturer at Weifang University) - Generative Adversarial Networks, Restart Learning Rate, Fast ADAM

• 왕쯔용: 2021년 8월 졸업 박사과정 졸업, 현재 웨이팡 과학기술대학교 강사
  • Wang Zhi Yong (PhD, Graduation date: August 2021, Lecturer at Weifang University of Science and Technology) - Domain Adaptation

• 위히앙쉬 틴드림 데 아리: 2021년 8월 졸업 박사과정 졸업, 현재 인도네시아 11월 10일 공과대학교 (ITS) 통계학과 강사
  • Widhianingsih Tintrim Dwi Ary (PhD, Graduation date: August 2021, , Lecturer in the Statistics department at Institut Teknologi Sepuluh Nopember (ITS)) - Domain Adaptation, Meta-Learning, Model Agnostic Machine Learning

• 호제창: 2015년 2월 석사과정 졸업, 2018년 8월 졸업 박사과정 졸업, (주)서르 연구원
  • Ho Jiacang (PhD, Graduation date: August 2018, Research Fellow at Dongseo University), (Master, Graduation date: December 2014, PhD Student at Dongseo Unversity) - Adversarial Machine Learning, Keystroke dynamics

• 아메드 압둘하킴 알-압시 : 2016년 8월 박사과정 졸업, 현재 경동대학교 학장 (부교수)
  • Ahmed Abdulhakim Al-Absi (PhD, Graduation date: August 2016, International Dean Professor at Kyungdong University) - Bioinformatics in MapReduce based Cloud Computing Framework

• 지쳉장 : 2015년 8월 박사과정 졸업, 현재 웨이팡 과학기술대학교 조교수
  • Cheng Zhang Ji (Jim) (PhD, Graduation date: August 2015, Lecturer at Weifang University of Science and Technology) - Review spam detection

• 샹총량 : 2015년 8월 박사과정 졸업, 현재 산동공상학원 전임강사
  • Zhong Liang Xiang (PhD, Graduation date: August 2015, Lecturer at Shandong Technology and Business University) - Attribute weighting in Bayesian learning algorithms

• Yaw Darkwah Junior (다크와 야우 주니어): 2024년 2월 석사과정 졸업

• Imrus Salehin (살레힌 임루스): 2024년 2월 석사과정 졸업

• Jeremy Winston (윈스톤 제레미): 2023년 8월 석사과정 졸업, i3 Engineering 연구원

• Tuguldur Enkhtuya (엔크투야 투굴두르): 2023년 8월 석사과정 졸업

• 신지용: 2023년 2월 석사과정 졸업

• Peter Beatus Mathayo: 2022년 8월 석사과정 수료

• 체리 도미니 카리스 (Domini Cherry): 2021년 8월 석사과정 졸업 - Fair Machine Learning, Explainability

• 이삭 토마스 니콜라우스: 2021년 2월 석사과정 졸업
  • Isack Thomas Nicholaus (Master, Graduation date: February 2021) - Experience Replay Buffer of Reinforcement Learning

• 아리프 라치만 수탄토: 2021년 2월 석사과정 졸업
  • Arief Rachman Sutanto (Master, Graduation date: February 2021) - Smooth L1 Loss Model

• 파비안 탄 - 2020년 8월 석사과정 졸업, Sr. Product Development Engineer at Advanced Micro Devices Global Services (M) Sdn.Bhd.
  • Fabian Tan (Master, Graduation date: August 2020) - Few Shot Learning

• 살라후딘 무하마드 이크발 - 2020년 8월 석사과정 졸업, 현재 Zero One Group 연구원
  • Salahuddin Muhammad Iqbal (Master, Graduation date: August 2020, Research Engineer at Zero One Group) - Natural Language Generation

• 케빈 프라타마 - 2019년 2월 석사과정 졸업, 현재 메디컬아이피 엔지니어
  • Kevin Pratama (Master, Graduation date: February 2019, Engineer at MedicalIP, South Korea)- Activation Functions

• 아그라왈 가리마 - 2018년 8월 석사과정 졸업, Data Engineering Consultant at Accenture Technology, Thailand
  • Garima Agrawal (Master, Graduation date: August 2018, Data Engineering Consultant at Accenture Technology, Thailand) - Wine Quality Prediction

• 포어노모 앨빈 : 2017년 8월 석사과정 졸업, 현재 캐나다 Pique Analytics Data Analytics의 설립자이자 최고정보책임자이며 캐나다 뉴브런즈윅 대학교 Technology Management and Entrepreneurship 공학석사과정
  • Alvin Poernomo (Master, Graduation date: August 2017, Engineer at Pittasoft Co. Ltd, South Korea, Currently, Chief Information Officer and Co Founder of Pique Analytics Data Analytics and Master Stuent at University of New Brunswick School of Graduate Studies for the Master of Engineering - Technology Management and Entrepreneurship (ME.TME) program, Canada) - Convolutional Neural Network

• 산자야 프리마 : 2017년 8월 석사과정 졸업, FIMM-EMBL Doctoral Research Fellow at Institute for Molecular Medicine Finland (FIMM)
  • Prima Sanjaya (Master, Graduation date: August 2017, FIMM-EMBL Doctoral Research Fellow at Institute for Molecular Medicine Finland (FIMM)) - Deep Belief Network

• 알렉스 옹 밍 후이 : 2016년 2월 석사과정 졸업, 현재 오사카대학교 박사과정
  • Alex Wong Ming Hui (Master, Graduation date: December 2015, PhD Student at Osaka University, Japan) - Stationary hand gesture based user authentication

• 아론 링 치 위: 2015년 8월 석사과정 졸업, Project Manager at Public Bank in Malaysia
  • Aaron Ling Chi Yi (Master, Graduation date: August 2015, Project Manager at Public Bank in Malaysia) - Collaborative filtering

• 아메드 카릴 이브라힘 엘-코카: 2013년 8월 석사과정 졸업
  • Ahmed Khalil Ibrahim El-Koka (Master, Graduation date: August 2013) - Optimizing SVM parameters

• 간젠예: 2013년 8월 석사과정 졸업
  • Zhen Ye Gan (Master, Graduation date: August 2013) - Stagnation driven genetic algorithm

• 나지 새미 압둘자릴 압둘학: 2012년 8월 석사과정 졸업,현재 아프가니스탄 아메리칸 대학교 조교수
  • Naji Sami Abduljalil Abdulhak - Protocol analysis based usability evaluation (Master in August 2012, PhD at Universita degli Studi di Verona in April 2016, Research Scientist at VIB-UGent, Assistant Professor at American University of Afghanistan)

인턴 (Research Interns)

• Tan Wei Kee - March 2014 ~ June 2014
• Ngui Tang Zheng - March 2014 ~ June 2014
• Akilesh Radhakrishnan - September 2013 ~ December 2013
• Samar Khan - September 2013 ~ December 2013
• Jared Kow Jen Lun - March 2013 ~ June 2013
• Alex Wong Ming Hui - March 2013 ~ June 2013
• Tanmay Sinha - March 2013 ~ June 2013 (Masters in Computer Science from Carnegie Mellon University, USA in 2016, PhD Student in Learning Sciences, Institute of Learning Sciences and Higher Education, ETH Zurich, Switzerland)
• Ankit Banka - March 2013 ~ June 2013
• Aaron Ling Chi Yi - March 2012 ~ June 2012
• Cong Jie Ng (Graduate Student, Department of Electrical and Electronic Engineering, Yonsei University, Software Engineer at Mars Auto) - March 2011 ~ June 2011
• Shinto Johnny Tan (Tan Chin Tong) - March 2012 ~ June 2012

Last modified: 2020년 6월 25일