Ben-Lin Liu

LVMH: A Meta-Optimization Harness for Long-Video Agent Memory

Long-video agents must map hours or days of multimodal evidence into a bounded context while respecting token and latency budgets, making memory design a context-management challenge. Existing memory systems largely rely on hand-designed policies, leaving open how to jointly optimize memory design for performance and e...