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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.LG2024★ 1 cited
ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain
Zhikai Li, Steve Vott, Bhaskar Krishnamachar
With the growing concern of AI safety, there is a need to trust the computations done by machine learning (ML) models. Blockchain technology, known for recording data and running c…