الباحثون

Jinxiu Liu

المنشورات 2

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WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents

Bo Mao, Hang He, Linting Wang وآخرون · 2026

Recent efforts to scale tool-use post-training have largely centered on the synthesis of executable environments, which constitute only one component of a broader agentic interaction system comprising the environment, task, agent harness, and evaluator. Scaling environments in isolation, however, does not guarantee com …

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The Past Frames the Future: Memory for Autoregressive Video Generation

Harold Haodong Chen, Rongjin Guo, Disen Lan وآخرون · 2026

Advances in generative models have improved video fidelity, enabling long-horizon generation, interactive world modeling, and evolving visual environments. Autoregressive (AR) video generation extends visual sequences through causal rollouts. However, a fundamental bottleneck emerges: as the generated sequence expands, …

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