Efficient Process Reward Modeling via Contrastive Mutual Information
The 64th Annual Meeting of the Association for Computational Linguistics (Main paper), 2026
Featured Publications
주요 연구 성과
Current Research
현재 진행 중인 연구
Unlearning
Sequential Machine Unlearning
반복적인 정보 삭제에도 모델의 성능을 유지할 수 있을까?
World Models
Shortcut Bias in Autonomous Driving
월드 모델은 실제 세계를 학습하는가, 데이터의 shortcut을 학습하는가?
Multi-Agent Systems
Hallucination Detection
에이전트 간 hallucination은 어떻게 발생하고 전파되는가?
AI for Science
Protein Foundation Models
단백질 모델은 비생물학적 shortcut에 의존하는가?
Quantum Computing
QNG-Accelerated Quantum Optimization
측정과 피드백 비용을 줄여 양자 최적화를 가속할 수 있을까?
Latest News
Recent Updates
Our paper, Function-Level Execution Feedback for Code Preference Optimization, has been accepted to EMNLP 2026 Findings.
Our paper, Geometry-Preserving Robust Neural Reconstruction via Statistical Reweighting, has been accepted to BMVC 2026.
Our team has been selected for the AI Star Fellowship 2026 in collaboration with Jeju National University, NC AI, AIVIS, and Metsakuur. Prof. Hong will serve as Project 2 Leader, focusing on proactive security against multi-unit deepfakes and secure authentication of AI agents. The six-year project has total funding of KRW 11.0 billion.
Our team has been selected to lead a KETI-funded project with access to a cluster of eight NVIDIA B200 GPUs with 1,536 GB total VRAM.
Our team at Konkuk University has been selected for the Group Research Workforce Development Program.