Students
Ph.D. Students
Soyeon Kim
Jaeyoung Park
(Lab Leader)
Chanho Lee
Junseok Seo
M.S. Students
Kahee Lim
Jio Oh
Seungjun Oh
Undergraduate Researcher
Individual Study
Jae Young Cho (Summer 2024)
Joon Suh Park (Summer 2024)
Suyeon Seong (Summer 2024)
Graduate Alumni
Ph.D. Students
Ki Hyun Tae (Ph.D. in Spring 2024)
Thesis: Towards Responsible AI: Data-centric Solutions for Fairness
First employment: Samsung Research (Data Intelligence team)Yuji Roh (Ph.D. in Spring 2024, Postdoc until June 2024)
Thesis: Towards Practical Model Fairness for Trustworthy and Safe AI
First employment: Google Inc.
Ki Hyun Tae
Homepage
Yuji Roh
M.S. Students
Chanho Lee (M.S. in Spring 2024, continuing as a Ph.D. student)
Thesis: Robust Label Cleaning on Class Imbalanced Data Using SHAPJunseok Seo (M.S. in Spring 2024, continuing as a Ph.D. student)
Thesis: Relaxation Methods of Differential Privacy on Deep Learning Models and Large Language ModelsSoyeon Kim (M.S. in Spring 2023, continuing as a Ph.D. student)
Thesis: Fair and Private Image Data GenerationJaeyoung Park (M.S. in Spring 2023, continuing as a Ph.D. student)
Thesis: FairCIL: Fair Few-shot Class-incremental LearningMin Su Kim (M.S. in Spring 2022, continuing as a Ph.D. student)
Thesis: Automatic Data Calibration and Selection Techniques for Addressing Drifting Data in Machine LearningHyunseung Hwang (M.S. in Fall 2021, continuing as a Ph.D. student)
Thesis: Automatic and Explainable Data Visualizations for COVID-19Byungkyu Lee (M.S. in Fall 2021, SK Hynix Virtual)
Thesis: An Integrated Framework of Feature and Dataset Selection for Machine Learning
Dayun Lee (M.S. in Spring 2021, first employment: Samsung LSI)
Thesis: A Fully-Integrated Data Drift Detection and Stitching System for Machine Learning
Seonghyeon Hwang (M.S. in Spring 2021, continuing as a Ph.D. student)
Thesis: Data Mixing Augmentation Techniques for Regression
Geon Heo (M.S. in Spring 2020, continuing as a Ph.D. student)
Thesis: Massive Image Labeling using Crowdsourcing and Data Programming: A Big Data AI Integration Perspective
Student Awards
KAIST Breakthroughs, Ki Hyun Tae, Mar. 2023
Among 15 top biannual research achievements in KAIST College of EngineeringMicrosoft Research PhD Fellowship, Yuji Roh, Oct. 2022
Among 36 in the world, only recipient from universities in Korea
KAIST article (English, Korean), interviewKAIST EE 2021 Best Research Achievement Award, Yuji Roh, Apr. 2022
Among 6 in KAIST EE, 1 in Computer DivisionEunjongkwan Scholarship, Soyeon Kim, Apr. 2021
KAIST Breakthroughs, Yuji Roh, Mar. 2021
Among 15 top biannual research achievements in KAIST College of EngineeringQualcomm Innovation Fellowship Korea, Yuji Roh, Dec. 2020
Among 20 in KoreaKAIST EE Best TA Award, Geon Heo, Sept. 2020
KAIST EE Best TA Award, Yuji Roh, June 2020
KAIST EE Best TA Award, Ki Hyun Tae, Oct. 2019
KAIST EE Fellowship, Min Su Kim, Sept. 2019
Undergraduate Alumni
Thesis Research
Youngmoo Kim (Fall 2023), Beomjoon Yang (Fall 2023), Bom Hyeok Lim (Spring 2023), Young-Woo Shin (Spring 2023), Gyeongseop Shin (Spring 2023), Bryan Nathanael Wijaya (Spring 2023), Berhane Weldegebriel (Fall 2022), Jinhoon Moon (Fall 2022), Youngjun Song (Spring 2021), Hyo Gyeong Choe (Spring 2021), Xinyue Ma (Spring 2021), Soyeon Kim (Spring-Summer 2020), WonHyeon Kim (Spring 2020), Hyun Jin Hwang (Spring 2019), Kyeong Ha Rho (Spring-Fall 2018)
Undergraduate Research Program (URP)
Hojin Yu (Undergraduate Research Program, Winter 2021-Spring 2022), Sabina Abdurakhmanova (Summer-Fall 2021), Thao Phuong (Summer-Fall 2019), Mengge Li (Spring-Fall 2018)
KAIST EE Co-op Internship Individual Study
Youngju Yoo (Naver, Winter 2022), Seoyeon Kim (T3Q, Winter 2022), Yun Jae Won (Naver, Winter 2022), Jeongyoub Cha (Naver, Summer 2022), Yubin Choi (Hankook Tire Digital Transformation Team, Summer 2022), Seunghyun Lee (Naver, Winter 2021), Jae Sung Lee (Samsung Electronics, Winter 2021), JaeGu Kim (SelectStar, Summer 2021), Sawyun Kyae (SelectStar, Summer 2021), Seeyeon Kim (T3Q, Winter 2020), Jiwon Jung (Samsung Electronics, Winter 2020), SeungYeon Cho (Naver Corp Maps Service Platform Team, Summer 2020), Sangmin Woo (SK Telecom ML Infra lab, Summer 2019), Chanho Lee (Kakao Corp Recommender Systems Team), Youngjong Jeong (Naver Corp, Winter 2019), Jun Beum Kim (SK Telecom, Winter 2019), Wooseok Cho (SK Telecom ML Infra lab, Summer 2019), Min Su Kim (Naver Corp, Winter 2018), Jae Hyun Kwak (SK Telecom, Winter 2018), Rang Hyun Joh (SK Telecom, Summer 2018)
Individual Study
Seungjun Oh (Spring-Winter 2023), Seungwoo Lee (Fall 2023), Pawit Wangsuekul (Fall 2023), SeongJun Hong (Summer 2023), Min Gyu Kim (Summer 2023), So Young Choi (Spring 2023), Dongwon Choi (Spring 2023), Seohyun Kim (Spring 2023), Seowan Lee (Winter 2022), Seungwoo Han (Winter 2022), Taewook Ham (Winter 2022), Minhyeong An (Winter 2022), Abish Issagulov (Winter 2022), Byungji Park (Fall 2022), Dokyun Lee (Fall 2022), Bryan Nathanael Wijaya (Fall 2022), Kahee Lim (Fall 2021-Summer 2022), Jungwung Park (Summer 2022), Jekyun Park (Winter 2021), Hyeseong Kim (Winter 2021), Sang Yun Kim (Winter 2021), Jaehyun Kim (Winter 2021), Doo Hyuk Jang (Winter 2021), Phatarapran Saraluck (Winter 2021), Se Hyeon Kim (Winter 2021), Viet Hai Nam Cao (Winter 2021), Trong Kim Vu (Winter 2021), Seeyeon Kim (Fall 2021), Hojin Yu (Fall 2021), Junseok Seo (Spring-Fall 2021, Winter 2020), Jio Oh (Summer 2021), Seoyun Yang (Summer 2021), Seungwoo Han (Summer 2021), Hye-Ann Lee (Summer 2021), Hyeounjong Lee (Summer 2021), Chanho Lee (Spring-Summer 2021), Minbeom Kim (Spring-Summer 2021), Seunghun Cha (Summer 2021, Winter 2020), Junwon Lee (Spring 2021, Summer 2020), Wooseok Cho (Spring 2021), Youngmin Lee (Spring 2021), Sabina Abdurakhmanova (Spring 2021), Nari Shin (Fall 2020), Youngjong Jeong (Fall 2020), Minkyu Kim (Summer-Fall 2020), Jungeun Kim (Summer 2020), Minjin Kim (Summer 2020), Jae Woong Ahn (Summer 2020), Minsik Jeon (Summer 2020), Moonsung Kim (Spring 2020), Nauryzbay Koishekenov (Spring 2020), Beomsik Park (Spring 2020), Min Kyoo Song (Spring 2020), Sojeong Song (Spring 2020), Kangwook Ko (Winter 2019), Seung Hee Ko (Winter 2019), Min Kyoo Song (Winter 2019), Jaewon Chung (Winter 2019), Jae Yub Song (Winter 2019), Haein Lee (Winter 2019), Hyunsu Kim (Summer 2018-Summer 2019), Jeeyoung Choi (Summer 2019), Young Hun Oh (Fall 2018-Spring 2019), Hyunseung Hwang (Winter 2018-Spring 2019), Chaewon Kim (Winter 2018-Spring 2019), Sung-Woong Kim (Winter 2018-Spring 2019), Jaemin Kim (Winter 2018-Spring 2019), Se Jin Park (Spring 2019), Hoonchan Yoon (Winter 2018), Yunheon Lee (Winter 2018), Yeskendir Koishekenov (Fall 2018), Junhyung Ahn (Fall 2018), Jeonghyo Kim (Fall 2018), Yewon Kim (Summer-Fall 2018), Jeong Hoon Lee (Summer-Fall 2018), Hye Bin Cho (Summer 2018), Hyeongsik Choi (Summer 2018), Jaewon Lee (Summer 2018), Jae Hyun Kwak (Summer 2018), Kyu Sang Cho (Spring 2018), Yuji Roh (Spring 2018), Jung Hyun Lee (Spring 2018)