2 papers
cs.LG2026
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models
Songtao Wei, Yi Li, Zhikai Li +7
Large reasoning models, such as OpenAI o1 and DeepSeek-R1, tend to become increasingly verbose as their reasoning capabilities improve. These inflated Chain-of-Thought (CoT) trajec…
cs.DC2026
TS-Verkle: A TypeScript Native Verkle Library With On-chain Verifier
Zhikai Li, Xuekai Liu, Boyuan Xu +2
Blockchain systems face significant scalability challenges due to growing data volumes and increasing transaction demands, necessitating more efficient data structures and verifica…