Author

Bo-Yuan Tong

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#machine learning Preprint Sep 2026

PMOPD: Task Ordering, Cycling, and Parameter-Update Subspace Protection in Multi-Teacher On-Policy Distillation

PMOPD ( project-based Multi-Teacher On-Policy Distillation), which constructs subspace memories from the cumulative parameter displacements of different tasks and projects both gradients and optimizer updates to remove components that interfere with protected task directions, establishes geometry-aware optimization as...

You-Zhi Liu, Ruo-Bing Zheng, Bo-Yuan Tong et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Online Video Agent Harness for Long Video Understanding

This work presents VideoXAgent, a purely online video-agent harness for long video understanding that starts from the given video file and user query, plans and decomposes the task, invokes specialized expert tools on demand, and aggregates multimodal evidence to produce a final answer while resolving conflicts among o...

Sen Yang, Bo-Qiang Duan, Jing Yang et al. · 2 citations