Yuanbo Guo

FairCompressAgent (FCA) is proposed, an agentic framework that integrates fairness-aware pruning, incremental quantization, and sparse low-rank factorization through a common operator interface and demonstrates how measured feedback and explicit constraints support the selection and interactive refinement of fairness-aware compression configurations.