Hwang Euijong Lab
Hwang Euijong Lab
KAIST · Electrical Engineering
Professor
Prof. 황의종
Professor's page · publicationsAbout
KAIST 전기및전자공학부 및 김재철AI대학원 황의종(Steven Euijong Whang) 교수의 Data Intelligence Lab이다. 책임있는/신뢰가능한 AI, 데이터 중심(Data-centric) AI, 빅데이터-AI 통합을 LLM을 포함한 머신러닝 전반에 걸쳐 연구하며 Google·Microsoft Research·삼성 등과 협력한다.
Research keywords
Recent papers
- Q-TIE: A Lightweight and Generalizable Re-ranking Framework for Temporal Information RetrievalPreprintarXiv (Cornell University) · Sep 20
- Preference Data Selection for Mitigating the Alignment Tax in Large Language ModelsPreprintarXiv (Cornell University) · Aug 25
- Multimodal Federated Learning under Dual-Axis Modality MissingnessPreprintarXiv (Cornell University) · Aug 10
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- RoDAC: A Robust Data-centric Anti-Cheat Framework for Fair Online Competitive GamingACM SIGKDD · 2026
- Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in LLMsICLR · 2026
- MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal LearningNeurIPS · 2025
- T-CIL: Temperature Scaling using Adversarial Perturbation for CalibrationCVPR · 2025
- PFGuard: A Generative Framework with Privacy and Fairness SafeguardsICLR · 2025
- ERBench: An Entity-Relationship based Automatically Verifiable Hallucination BenchmarkNeurIPS · 2024
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Statistical Inference Lab
KAIST · Graduate School of AI
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language ModelsPreprintarXiv (Cornell University) · Oct 2Shared topic: Topic Modeling
Changick Kim
KAIST · Graduate School of Green Growth and Sustainability
Where Identity Lives: Localized, Retain-Free Identity Unlearning in Multimodal Large Language ModelsPreprintarXiv (Cornell University) · Aug 31Shared topic: Privacy-Preserving Technologies in Data
High Performance and Intelligence Computing Lab (HPIC Lab)
Korea University · Electrical Engineering
P2Skill: Privacy Preserving Skill Distillation for Cloud-Local LLM Inference SystemsPreprintarXiv (Cornell University) · Aug 14Shared topic: Privacy-Preserving Technologies in Data
Other labs in this department
- Kim Dongjoon LabRecruiting
Dongjun Kim
Computer architecture, interconnection networks, mobile systems, hardware security
- Kim Moonchul LabRecruiting
Munchurl Kim
Video coding, pattern recognition, visual communications
- Kim Minjun LabRecruiting
Min Jun Kim
Physical robot interaction, collaborative robots, aerial manipulation
- Kim Seongmin LabRecruiting
Song Min Kim
Wireless systems and networks, mobile computing, IoT
- Kim Yonghoon LabRecruiting
Yong-Hoon Kim
Atomic-scale device simulations, high-performance/machine-learning scientific computing
- Kim Junmo LabRecruiting
Junmo Kim
Statistical signal processing, image processing, computer vision, information theory