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LMM Lab

LMM Lab

Dongguk University · Computer Science and Engineering

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Professor

Prof. 성연식

Professor's page · publications

About

성연식 교수 연구실(LMM Lab)은 동국대 컴퓨터공학과 소속으로, 대규모 멀티모달 모델(LMM)을 연구한다. 게임·가상시뮬레이션, 음악 창작, 무인시스템, NUI/NUX 등 멀티모달 AI 응용을 다룬다.

Research keywords

인공지능

Selected publications

  • HybridDriveVLA: Vision-Language-Action Model with Visual CoT Reasoning and ToT Evaluation for Autonomous DrivingIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2026
  • MIDILM: A Dual-Path Model for Controllable Text-to-MIDI GenerationAAAI Conference on Artificial Intelligence · 2026
  • Agent-Specific Prompt Engineering for LLM-Guided RL ExplorationIEEE Access, Vol. 14, pp. 60963-60983 (SCIE Q1) · 2026
  • Keyword-Centered Rescheduling for LLM AgentsCognitive Computation, Vol. 18, No. 17 (SCIE Q1) · 2026
  • PixTention: Dynamic Pixel-Level Adaptor Using Attention MapsImage and Vision Computing, Vol. 163, No. 105746 (SCIE Q1) · 2025
  • Type-based Mixture of Experts and Semi-Supervised Multi-task Pre-training for Symbolic MusicExpert Systems with Applications, Vol. 292, No. 128613 (SCIE Q1) · 2025

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