Lignosulfonate-modified graphene hydrogel (LS-GH) for Pb(II)adsorption was synthesized through a one-step method. The three-dimensional (3D) porous architecture of graphene hydrogel was functionalized by lignosulfonate with diverse oxygen contained groups. Benefiting from large specific surface area, multiple porosity and sufficient active sites, the LS-GH adsorbent exhibited ultrahigh adsorption capacity (1210 mg g -1 ) for Pb(II) removal, which was among the highest in previous reported Pb(II) adsorbents. Importantly, the free-standing and flexible LS-GH can be used as a column-packed device, providing an efficient pathway for fast removal of Pb(II) with ultrahigh adsorption capacity of 1308 mg g -1 within 40 min. The LS-GH adsorbent is high capacitive, low cost, eco-friendly and recyclable, which could be an attractive adsorbent for the purification of wastewater in a large scale.