ViBE (Mixture-of-experts routing): current frontier — recent, not yet superseded in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline. Sub-problem: cluster led by EPLB. Newer alternatives in the same sub-problem include ViBE, ReLibra, RepetitionCurse.

Mixture-of-experts routing

ViBE

ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving

On the frontierfirst seen May 30, 2026

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.

ViBEViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving
May 30, 2026
ReLibraReLibra: Routing-Replay-Guided Load Balancing for MoE Training in Reinforcement Learning
May 9, 2026
RepetitionCurseRepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress
Dec 30, 2025