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Jie Feng

2 papers indexed

arxivcs.AIcs.LG2026-07-03

MiniCache: Reusable Program Caching with Small Model Interfaces for Efficient LLM Inference

Jingquan Chen, Jinghua Piao, Jie Feng, Shaogang Hu, Yong Li

Large language models (LLMs) are increasingly used for program-aided reasoning, agentic decision making, and structured task execution, but these applications often incur high inference cost. We present MiniCache, a reusable program caching framework that transforms Program-of-Th…

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crossrefJournal of Geophysical Research: Machine Learning and Computation2026-05-06

Distribution‐Guided Ensemble Postprocessing for S2S Precipitation Forecasts: A Seamless Pathway Using Deep Generative Models

Wen Shi, Baoxiang Pan, Jianbin Huang, Tingfeng Dou, Jie Feng, Huihui Yuan, et al.

Abstract Atmosphere‐ocean‐land coupled forecasting systems, despite their comprehensiveness, face substantial challenges in the “predictability desert” at subseasonal to seasonal (S2S) timescales, particularly for precipitation—a variable crucial for socioeconomic activities yet…

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