Seung-won Hwang

Seoul National University · Computer Science and Engineering

Information sourcenot verified yet

Ask current students about this lab

Post your question to the Career board — students who have verified their school can answer under blind identities.

Professor

Prof. 황승원

About

서울대 컴퓨터공학부 교수로 언어 및 데이터지능 연구실(Language and Data Intelligence Lab)을 이끈다. 자연어 이해, 지식그래프, 데이터 기반 지능, 정보검색·검색엔진을 연구한다. 최근에는 검색증강생성(RAG), 코드 생성, 다국어 처리 등 산업 규모 데이터를 활용해 NLP 모델의 정확도와 강건성을 높이는 연구에 집중한다.

Research keywords

Language & Data Intelligence

Selected publications

GRAD: Generalizing RAG Adaptation with DecodingACL · 2026
Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive RetrievalACL · 2026
UnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information RetrievalFindings of ACL · 2026
Dual-Scale World Memory for LLM Agents towards Hard-Exploration ProblemsICLR · 2026
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise RerankingNeurIPS · 2025
Agent-as-Judge for Factual Summarization of Long NarrativesEMNLP · 2025

Other labs in this department

See all labs in this department