Learning How to Remember: Memory Modality Selection for GUI Agents
Text or image memory, selected for each GUI interaction step.
Research
Publications
Papers on language agents, multimodal reasoning, and learning systems by Taeyun Roh (노태윤).
BUZZY: Contrastive Scoring to Mitigate Text-Induced Bias in Multimodal Multiple-Choice QA
Training-free contrastive scoring reduces text-induced bias in multimodal multiple-choice QA.
Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning
Step-aware reinforcement learning reduces cascading errors in medical multimodal reasoning.
Distilling Expert-level Planning for Real-world Diabetes Prescribing
Expert planning distillation and dynamic search for reimbursement-aware diabetes prescribing.
CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents
Agent-driven clustering organizes memory for small language model agents.
Domestic publications 2 papers · 2024
Analysis on Research for Data and Resource Heterogeneity in Split-Federated Learning
분할-연합학습의 데이터, 자원 이질성 극복을 위한 연구 동향 분석
A survey of data and resource heterogeneity in split-federated learning.
Exploring the Secure Container for Permissioned Blockchains
허가형 블록체인을 위한 보안 컨테이너 활용 방안 연구
Secure containers combine isolation and lightweight deployment for permissioned blockchain nodes.