energy storage systems. [7][8][9] Thus, it is highly desired to develop new energy storage systems based on more abundant elements (such as sodium and potassium). [10,11] Compared with LIBs and sodium-ion batteries (NIBs), potassiumion batteries (KIBs) are one of the most ideal alternatives due to abundant potassium resources, lower redox potential of K + /K than that of Na + /Na (−2.93 V vs −2.71 V), similar "rocking-chair" reaction mechanism, and smaller Stokes radius in common electrolyte (K + (3.6 Å) < Na + (4.6 Å) < Li + (4.8 Å)). [12,13] Therefore, KIBs have lower production cost which has been considered as potential candidates for large-scale energy storage systems. [14] The biggest challenge for the development of KIBs is to find suitable electrode materials, because the repeated insertion/extraction of large K-ion radius would result in sluggish diffusion kinetics and electrode destruction. [15,16] Until now, many efforts have been devoted to pursue suitable electrode materials for highperformance K-ion storage. Among all kinds of anode materials, alloy-type anodes have been distinguished as promising candidates owing to its suitable voltage platform, high theoretical capacity, and high energy density. [17,18] Bismuth (Bi), an environment-friendly alloy anode material, has demonstrated a bright prospect in KIBs. [19][20][21] Based on the complete alloying reaction (Bi → K 3 Bi), it can deliver a high theoretical capacity of 385 mA h g −1 and a low reaction voltage of 0.34 V. However, huge volumetric change (506% for forming K 3 Bi) during charging/discharging and the derived electrode pulverization lead to poor cyclability and short cycle-life. [22] To address these issues, enormous efforts have been made to optimize the electrochemical properties of Bi-based anodes via appropriate structure design, such as hybridizing with carbonaceous matrix, [23] alloying with other metal, [24] and designing ultra-small nanoparticles. [25] Generally, the dimensionality of the reported Bi-based materials can be categorized into 0D, 1D, 2D, and 3D morphologies. [26] Different-dimensional structures show their unique performances based on surface and structural characteristics. Compared to 3D microsized materials, 0D-structured nanoparticles possess short diffusion length in all directions and large electrolyte-electrode contact area. Lu's group reported 0D Bi nanoparticles embedded in carbon matrix, delivering high capacity and steady long cycle (121 mA h g −1 after 700 cycles at 1 A g −1 ). [27] The 1D nanostructure exhibits Bismuth-based anode for potassium ion batteries (KIBs) has gained great attention due to its high volumetric specific capacity (3800 mA h mL −1 ). However, the Bi-based materials face a huge volumetric change upon the cycling process. Herein, the dimensionality manipulation in the Bi-anode is focused to realize superior electrochemical performance. The morphological evolution rules of 0D, 1D, 2D, and 3D Bi anodes upon the potassiation/depotassiation process are clarified. Thereinto, the 2D-Bi tran...