Kainate receptors (KARs), along with AMPA and NMDA receptors, belong to the ionotropic glutamate receptor (iGluR) family and play critical roles in mediating excitatory neurotransmission throughout the central nervous system. KARs also regulate neurotransmitter release and modulate neuronal excitability and plasticity. Receptor desensitization plays a critical role in modulating the strength of synaptic transmission and synaptic plasticity. While KARs share overall structural similarity with AMPA receptors, the desensitized state of KARs differs strikingly from that of other iGluRs. Despite extensive studies on KAR structure and function, a fundamental question remains unanswered: why do KARs require large conformational changes upon desensitization, unlike other iGluRs? To address this, we present cryo electron microscopy structures of GluK2 with double cysteine mutations in non-desensitized, shallow desensitized and deep-desensitized conformations. In the shallow-desensitized conformation, two cysteine crosslinks stabilize the receptors in a conformation that resembles the desensitized state AMPA receptors. However, unlike the tightly closed pore observed in the deep-desensitized KAR and esensitized AMPAR conformations, the channel pore in the shallow-desensitized state remains incompletely closed. Patch-clamp recordings and fluctuation analysis suggest that this state remains ion-permeable, indicating that the lateral rotational movement of KAR ligand-binding domains (LBDs) is critical for complete channel closure and stable desensitization. Together with the different degrees of desensitized conformations, our results define the unique mechanism and conformational dynamics of KAR desensitization.