Zikai Song

Predicting comment popularity is more than just content quality – stylistic resonance with the platform's user base is a key ingredient, and this benchmark helps you measure it.

Achieve unbounded historical video association for popularity prediction without unbounded storage growth by clustering videos in a topology-aware memory bank and updating cluster features instead of storing individual videos.

Multi-object tracking gets a boost: HyperSSM leverages collaborative reasoning to maintain robust object trajectories, even when visual cues disappear.