There's no single answer—different criteria yield different "largest" cities:
Chongqing, China — 32,030 km² (UN data)
Tokyo, Japan — ~37 million
Shanghai, China — ~26.3 million metro
Boundaries, definitions, and growth rates change constantly. "Largest" depends entirely on whether you measure administrative area, urban footprint, or metropolitan population.