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Minh Pham Dinh

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#machine learning Preprint Oct 2026

Don't Retrain, Remix: Adaptation of Web Agents using Mixture Hypernetworks

WebMix, a mixture hypernetwork that adapts web agents to unseen interfaces by composing previously trained low-rank adapters, matches or outperforms in-context learning and LoRA baselines, often matching the average success of specialists trained directly on those interfaces.

Md Farhan Ishmam, Minh Pham Dinh, Kenneth Marino · 0 citations