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Visiting Scholar

ChangeLing Lab, Carnegie Mellon University

• Resesarch on Phonemic Representations for Multilingual Language Modeling

Visiting Scholar

Carnegie Mellon University

Completed a non-degree, non-transcript executive eduation program

• Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages (Accepted at EMNLP 2024)
• Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer (Accepted at MRL Workshop @EMNLP 2024)
• Fashion Image Retrieval with Occlusion (Accepted at ICPR 2024)

Research Intern

NAVER, NAVER Cloud

Research on visual document understanding

• Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models (Accepted at EMNLP 2023)

Student

Vision & AI Lab, Korea University

Completed master's degree

• Text-driven Prototype Learning for Few-Shot Class-Incremental Learning (Accepted at ICPR 2024)
• VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions (Accepted at ECCV 2024)
• FoMu-SSL: Foundation Model-Guided Multi-Sensor Self-Supervised Learning for Remote Sensing (Accepted at FM-Wild Workshop @ICML 2024)

Executive Education

Carnegie Mellon University

School of Computer Science

• Introduction to Deep Learning (11-785)
• Large Scale Multimedia Analysis (11-775)
• Natural Language Processing
• Project: AI on the Edge for Robotics

M.S. in Computer Science and Engineering

Korea University

Major: AI Applications

B.A. in Korean Language and Literature (with Bachelor's in Language, Brain, and Computer)

Korea University

1st Major: Korean Language and Literature, 2nd Major: Language, Brain, and Computer

AI/Robotics Collaborative Research Program

Korea Institute of Advancement of Technology (KIAT) | USD 21,600

Selected nominee for 'A project to foster global talent for innovation in the robot industry'

Full Scholarship for Intensive AI Program

Institute of Information and Communication Technology Planning & Evaluation (IITP) | USD 16,764

Selected nominee for 'Intensive AI Program at Carnegie Mellon University'

Convergence Research Idea Contest - 2nd Place

Convergence Research Policy Center at Korea Institute of Science and Technology (KIST) | KRW 1,000,000 (~USD 750)

Awarded idea | Crowd-Networking Platform: For nurturing ideas and hopes from your daily life

Departmental Scholarship

Department of Korean Language and Literature, Korea University | KRW 1,500,000 (~USD 1,120)

Merit-based departmental scholarship

Dean's List

College of Liberal Arts, Korea University

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages

Jimin Sohn^*, Haeji Jung^*, Alex Cheng, Jooeon Kang, Yilin Du, David Mortensen

EMNLP 2024

Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer

Haeji Jung, Changdae Oh, Jooeon Kang, Jimin Sohn, Kyungwoo Song, Jinkyu Kim, David Mortensen

Multilingual Representation Learning Workshop (co-located with EMNLP 2024)

VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions

Seokha Moon, Hyun Woo, Hongbeen Park, Haeji Jung, Reza Mahjourian, Hyung-gun Chi, Hyerin Kim, Sangpil Kim, Jinkyu Kim

ECCV 2024

Text-driven Prototype Learning for Few-Shot Class-Incremental Learning

Seongbeom Park^*, Haeji Jung^*, Daewon Chae, Hyunju Yun, Sungyoon Kim, Suhong Moon, Jinkyu Kim, Seunghyun Park

ICPR 2024

Fashion Image Retrieval with Occlusions

Jimin Sohn^*, Haeji Jung^*, Zhiwen Yan^*, Vibha Masti^*, Xiang Li, Bhiksha Raj

ICPR 2024

FoMu-SSL: Foundation Model-Guided Multi-Sensor Self-Supervised Learning for Remote Sensing

Dabin Seo, Haeji Jung, Jinkyu Kim

ICML 2024 Workshop on Foundation Models in the Wild

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models

Geewook Kim, Hodong Lee, Daehee Kim, Haeji Jung, Sanghee Park, Yoonsik Kim, Sangdoo Yun, Taeho Kil, Bado Lee, Seunghyun Park

EMNLP 2023