A gent GC : Evolutionary Learning-based Lossless Compression for Genomics Data with LLM -driven Multiple Agent
Sun Hui · Ding Yanfeng · Huidong Ma · Chang XU · Keyan Jin · Lizheng Zu · Cheng Zhong · Xiaoguang Liu · Gang Wang · Wentong Cai
摘要
Lossless compression has made significant advancements in Genomics Data (GD) storage, sharing and management. Current learning-based methods are non-evolvable with problems of low-level compression modeling, limited adaptability, and user-unfriendly interface. To this end, we propose AgentGC, the...