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cs.AI2026
SCAFFOLD: Self-Improving Web Agents via Recursive Parametric Skill Abstraction
Bowei He, Xiaokun Zhang, Meng Ding +1
Web agents need to navigate visually rich, long-horizon interfaces that change across sites, yet most previous agents still learn each task in isolation and discard the procedural…
cs.AI2026
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
Bowei He, Yankai Chen, Xiaokun Zhang +4
Knowledge distillation from Large Language Models (LLMs) to smaller models has emerged as a critical technique for deploying efficient AI systems. However, current methods for dist…