Guannan Lai

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upvoted a paper 3 days ago

Remembering Has a Price: Learning Memory Worth under Resource Constraints

Paper • 2610.26453 • Published 4 days ago • 12

upvoted a collection 9 days ago

LLM Routing Research — Guannan Lai

Collection

Methods, supervision, benchmarks, evaluation tools, models, and demos for reliable and economical LLM routing. • 9 items • Updated 14 days ago • 2

upvoted a paper 12 days ago

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

Paper • 2606.06924 • Published Jun 5 • 2

upvoted 2 papers 19 days ago

When Routing Collapses: On the Degenerate Convergence of LLM Routers

Paper • 2602.03478 • Published Feb 3 • 2

Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing

Paper • 2609.37362 • Published 24 days ago • 19

upvoted a paper 22 days ago

Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing

Paper • 2609.37402 • Published 24 days ago • 19