Review
Sep 2026
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...
Li-Wei Che, Ben-Lin Liu, Dai Li et al.
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