الباحثون

Dylan Zhang

المنشورات 2

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MiniCorp: The Last Mile of the AI Agent Firm

Jingying Zeng, Zhenwei Dai, Jinning Li وآخرون · 2026

The last mile toward enterprise AGI is a company that runs itself. Training and adapting such agents require longitudinal enterprise data, which remain scarce, costly to acquire, and often restricted by privacy constraints. Historical archives are also frequently incomplete and record only what actually happened. They …

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Learning from Teacher Continuations at Student States

Haojin Wang, Dylan Zhang, Huaibo Chen وآخرون · 2026

We present OLIVE (OnLine InterVEntion). At each iteration, the evolving student policy generates a new prefix, the teacher continues it autoregressively, and the student is updated using cross-entropy computed on the teacher-generated tokens. Each design choice targets a corresponding limitation of existing distillatio …

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