Lattice AI Research

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)Computer Vision (1)

Frequent co-authors

Inhoe Koo (1)Hyunho Cha (1)Young-Chae Son (1)Yoon-Ji Choi (1)

Papers (2)

Mar 3, 2026

Inhoe Koo +21w ago

QFlowNet: Fast, Diverse, and Efficient Unitary Synthesis with Generative Flow Networks

Ditch RL's single-solution rut: QFlowNet leverages Generative Flow Networks to discover a diverse set of high-performing quantum circuits for unitary synthesis.

Inhoe Koo, Hyunho Cha, Jungwoo Lee

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

Feb 17, 2026

Young-Chae Son +43w ago

Selective Perception for Robot: Task-Aware Attention in Multimodal VLA

Task-aware attention slashes compute in robot VLA models by adaptively routing visual inputs based on relevance, boosting efficiency without sacrificing control performance.

Young-Chae Son, Jungwoo Lee, Yoon-Ji Choi +2

Computer Vision Multimodal Models Robotics & Embodied AI

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Jungwoo Lee

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)