2 papers
cs.CV2026
TRINITY: A Multi-Perspective Benchmark for Personal-Style Video Highlight Detection
Qianqian Chen, Hyun Bin Kim, Denzel Elden Wijaya +3
Traditional video highlight detection relies on a narrow, event-centric definition of saliency, which often fails to generalize to unconstrained personal videos where highlights ar…
cs.AI2026
openJiuwen: Beyond Static Harnesses for Long-Horizon Coding Agents
openJiuwen Team, Tao Yu, Xinyu Zhang +17
Long-horizon coding agents operate over evolving repository states while increasingly relying on heterogeneous capabilities, delegated agents, and multi-agent coordination. These t…