activity
20202026
most citedComprehensive and Efficient Data Labeling via Adaptive Model Scheduling

4 citations · 5 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.AI2026

Nice Fold or Hero Call: Learning Budget-Efficient Thinking under Policy-Dependent Solvability

Zhaomeng Zhou, Lan Zhang, Junyang Wang +6

Large reasoning models (LRMs) improve problem solving through extended reasoning, but often misallocate test-time compute. Existing efficiency methods reduce cost by compressing re…