Scholar
Buru Chang
Google Scholar ID: 5Qa2Uw0AAAAJ
Korea University
Citations & Impact
Citations
998
H-index
13
i10-index
15
Publications
20
Co-authors
11
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Preprints:
- [P3] Dataset Cartography for Large Language Model Alignment: Mapping and Diagnosing Preference Data
- [P2] In-context Learning with Noisy Labels
- [P1] Pseudo-Edge: Semi-Supervised Link Prediction with Graph Neural Networks
- Publications 2025:
- [C21] The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems
- [C20] Improving Fisher Information Estimation and Efficiency for LoRA-based LLM Unlearning
- [C19] SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script
- [C18] Personalized Preference Reasoning with Large Language Models for Accurate and Explainable Recommendation
- [C17] Is the 'Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models via Egocentric Instruction Tuning
- [C16] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models
- Publications 2024:
- [W5] CUPID: A real-Time Session-Based Reciprocal Recommendation System for a One-on-One Social Discovery Platform
- [C15] Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models
- [C14] Exploring Intervention Techniques to Alleviate Negative Emotions during Video Content Moderation Tasks as a Worker-centered Task Design
- Publications 2023:
- [W4] Gradient Estimation for Unseen Domain Risk Minimization with Pre-Training
Research Experience
- Korea University, Seoul, South Korea (2025.03 ~ ) Assistant Professor Department of Computer Science & Engineering
- Sogang University, Seoul, South Korea (2023.08 ~ 2025.02) Assistant Professor Department of Artificial Intelligence, Department of Computer Science & Engineering
- Hyperconnect Inc., Seoul, South Korea (2020.07 ~ 2023.07) Machine Learning Research Scientist Technical Research Personnel (Alternative Military Service in South Korea)
Education
- Korea University, Seoul, South Korea (2016.03 ~ 2020.08) Ph.D. in Computer Science Advisor: Prof. Jaewoo Kang
- Korea University, Seoul, South Korea (2012.03 ~ 2016.02) B.S. in Computer Science
Background
- Research Interests: Multimodal Machine Learning, Natural Language Processing, Data Mining
