← Back to PeopleBLResearcherBencheng LiaoResearcherCo-author of Mixture-of-Depths Attention research on transformer improvements for large language models.1Mentions1Articles1OutletsCompanies CoveredByteDance1ArticlesMost recent firstMentioned InReferenced in coverageByteDance researchers upgrades Transformer performance by preserving depth information in attentionarXivpositiveMar 20, 2026“Co-author of Mixture-of-Depths Attention research on transformer improvements for large language models.”