With the increasing global population and industrial development, the human demand for clean water is expanding at an alarming rate. Even worse, the multiple pollutants (e.g., organic dyes, volatile organic compounds, microorganisms, and heavy metal ions) concurrently appearing in the industrial wastewater display more severe and complicated toxicity to the ecosystem, and their diversities cause the following elimination to be more difficult and challenging. [1][2][3] Nowadays, many methods, including the adsorption, [4] photocatalytic degradation, [5] co-precipitation, [6] membrane separation, [7] and so on, have been studied for the purpose of removing the pollutants. However, most as-obtained products have the limitations, [8] such as the single pollutant target, strict and complex preparation condition, external stimulation, introduced harmful substances, high dependence on the texture of substrate, etc. Cellulose is the most abundant natural polymer material in the world and broadly distributed across the plants (wood flour, corn straw, cotton, etc.), some bacteria, and tunicates. Cellulosic nanofibers, e.g., cellulose nanofibrils (CNFs) and nanocrystals (CNCs), have the advantages of low density, natural biodegradability, large surface area, great aspect ratio, nontoxicity, ample hydroxyl groups, outstanding chemical variability, good mechanical strength, and so forth. [9] Statistically, the size of global nanocellulose market approached 1 467 000 dollars in 2019, which will increase at a compound annual growth rate of 21.4% from 2020 to 2026. [4] Due to the strong interaction between the hydroxyl groups, the nanostructured cellulose has a high affinity to self-associate and form extended structures via intra-and intermolecular hydrogen bonds. [2] Besides, these hydroxy groups stemming from CNFs and CNCs are able to adsorb the charged pollutants. Therefore, the products designed based on the cellulosic nanofibers can achieve many satisfactory properties containing excellent mechanical property, controllable 3D porous network, good thermal stability, strong adsorption capacity for metal ions and dyes. [10][11][12] Polyvinyl alcohol (PVA) is a type of biodegradable, low-cost, nontoxic, water-soluble, and linear structured polymer To simultaneously dispose bacteria, dyes and oils in complex wastewater, the construction of antibacterial, superwetting, catalytic and porous lignocellulosic nanofibril composites are introduced. As-prepared CPA composites consist of Ag@TiO 2 nanoparticles, lignocellulosic nanofibril and polyvinyl alcohol under crosslinking of glutaraldehyde. Specifically, a superwetting CPA membrane with oil contact angle (OCA) of 159° ± 2° is prepared by vacuum filtrating and freeze-drying methods, while a superwetting CPA aerogel (OCA: 156° ± 2°) is directly obtained via freeze-drying the nano composite suspension. Such CPA membrane has a higher oil-water separation efficiency (98.95%), and CPA aerogel displays a better dye degradation capacity (98.8%) under sunlight. Notably, the aerogel can wit...