“…Thus, much research works have been committed to improving the deoxygenation ability by developing bifunctional catalysts. ,,− Metal–acid bifunctional catalysts are one of the promising upgrading catalysts since acid sites accelerate the dehydration process. ,− The early reports on the catalytic HDO system are mostly metal–inorganic acids (H 2 SO 4 and H 3 PO 4 ). , However, the shortcomings of inorganic acids, such as difficult recovery, equipment corrosion, or carbon deposition caused by strong acidity, have forced researchers to turn to solid acid catalysts with moderate acid strength. Therefore, metal–acid bifunctional catalysts supported on solid acids (phosphates, acid resin, acid oxides, and zeolites) have attracted extensive research. − For example, the Ru/HZSM-5 bifunctional catalyst is found to have excellent HDO activity on lignin-derived phenolic compounds .…”