Poly(N‐vinylcaprolactam) (PVCL), a salt responsive ligand, was grafted from electrospun cellulose nanofiber membranes by atom transfer radical polymerization (ATRP). The membranes were used for hydrophobic interaction chromatography. The modified PVCL‐cellulose membranes were used to separate BSA dimers from monomers as well as monoclonal antibody (mAb) aggregates. Fast protein liquid chromatography (FPLC) was used for protein separation and fraction collection. High performance liquid chromatography with a size exclusion column (HPLC‐SEC) analysis confirmed the separation of monomers and aggregates from both BSA and the mAb. The results suggest that use of a responsive ligand that changes its conformation with ionic strength could improve the performance of hydrophobic interaction chromatography enabling the separation of compounds based on slight differences in hydrophobicity.