BiFeO 3 ). [8,9] The polarization instability with depolarization field in ultrathin ferroelectrics thus critically limit their applications in nanoelectronics. [10] With the help of strong anisotropy and lower free carrier density, 2D vdW materials and heterostructures may overcome these obstacles, as demonstrated in CuInP 2 S 6 , [11] WTe 2 , [12] MoTe 2 . [13] and SnSe. [14] 2D ferroelectricity has been established as an advantageous property that inspires broad applications in high-density capacitors, piezoelectric sensors, and field effect transistors. [15] As a typical representative of III-VI semiconductor, a branch of In 2 Se 3 -based vdW family has been theoretically predicted [16] and experimentally verified [17][18][19] to host intrinsic room-temperature ferroelectricity down to the 2D limit, where reversible spontaneous electric polarization is expected in both out-of-plane and in-plane orientations. For the polymorphic structure of bulk In 2 Se 3 , there exist about five stable phases at ambient pressure: α-, β-, γ-, δ-, and κ-In 2 Se 3 , among which only the α and β phases can be stabilized in nature as vdW materials that are easily exfoliated or synthetized into thin films. [20] Within a primitive unit cell (UC), both αand β-In 2 Se 3 are constituted of bonded quintuple layer (QL) in a sequence of Se-In-Se-In-Se, but vertically stack in different orders. While α-In 2 Se 3 has a zincblende crystal structure and possesses outof-plane ferroelectricity with dipole locking in both bulk and nanoflake forms, [18,19,21,22] there is still no consensus on the precise alignments of the atomic layers in β-In 2 Se 3 . [23][24][25] Theoretically speaking, the pristine β-In 2 Se 3 is arranged in a facecentered cubic (fcc) order with a metastable nature, and can easily evolve into an unsymmetric fcc′ structure (β′-In 2 Se 3 ) by slightly shifting the central Se layer in horizontal direction away from the ideal fcc positions, [16] as compared in Figure 1a,b. The total energy of β′-In 2 Se 3 is only 0.057 eV per UC higher than α-In 2 Se 3 , however, its ferroelectricity is much more complex, partially due to its structural ambiguity and environmentdependent phase transition among variant metastable states. [16] Robust ferroelectricity has been experimentally confirmed in both αand β′-In 2 Se 3 down to the single layer limit and can survive at room temperature. [23,26] However, very recent optical and electron microscopy measurements argue that β′-In 2 Se 3 is in an in-plane anti-ferroelectric order that is featured by anisotropic nanostriped surface morphology. [24] Moreover, a 2D ferroelectrics have received wide interest due to the remarkable quantum states of emerging physics at reduced dimensionality, associated with their exotic properties in high-performance and nonvolatile functional devices. Here, by combing molecular beam epitaxy synthesis and scanning tunneling microscopy characterization, two metastable phases of layered In 2 Se 3 films: β′and β*-In 2 Se 3 are reported, which develop different types of in...