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Profil bibliographique

Jia Li

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

7Publications signalées
2Citations signalées
5Affiliations récentes

Les institutions déclarées

Les domaines associés

Topic ModelingReinforcement Learning in RoboticsAdversarial Robustness in Machine LearningAdvanced materials and compositesMetal and Thin Film Mechanics

Les publications récentes

Accès ouvert 2026 preprint OpenAlex

Train Short, Inference Long: Training-free Horizon Extension for Autoregressive Video Generation

Jia Li, Xiaoqin Fu, Xurui Peng, Weifeng Chen et autres

Autoregressive video diffusion models have emerged as a scalable paradigm for long video generation. However, they often suffer from severe extrapolation failure, where rapid error accumulation leads to significant temporal degradation when extending beyond training horizons. We identify that this failure primarily …

0 citations arXiv (Cornell University)
Accès ouvert 2026 preprint OpenAlex

Scaling the Scaling Logic: Agentic Meta-Synthesis of Logic Reasoning

Bowen Liu, Zhe Wu, Runquan Xie, Zhanhui Kang et autres

Reinforcement Learning from Verifiable Rewards (RLVR) is bottlenecked by data: existing synthesis pipelines rely on expert-written code or fixed templates, confining growth to instance-level perturbations. We shift the evolvable unit from problem instances to task-family specifications. SSLogic is an agentic meta-synthesis framework …

0 citations arXiv (Cornell University)
Accès ouvert 2026 preprint OpenAlex

Scaling the Scaling Logic: Agentic Meta-Synthesis of Logic Reasoning

Bowen Liu, Zhe Wu, Runquan Xie, Zhanhui Kang et autres

Reinforcement Learning from Verifiable Rewards (RLVR) is bottlenecked by data: existing synthesis pipelines rely on expert-written code or fixed templates, confining growth to instance-level perturbations. We shift the evolvable unit from problem instances to task-family specifications. SSLogic is an agentic meta-synthesis framework …

hk, cn (code pays fourni par la source)

0 citations arXiv (Cornell University)

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