diff --git a/core/iwasm/aot/aot_runtime.c b/core/iwasm/aot/aot_runtime.c
index c2586b7a27..416e480223 100644
--- a/core/iwasm/aot/aot_runtime.c
+++ b/core/iwasm/aot/aot_runtime.c
@@ -3710,8 +3710,8 @@ aot_array_init_with_data(AOTModuleInstance *module_inst, uint32 seg_index,
     uint64 total_size = (int64)elem_size * array_len;
 
     aot_module = (AOTModule *)module_inst->module;
-    seg_len = aot_module->array_init_data_list[seg_index]->byte_count;
-    data = aot_module->array_init_data_list[seg_index]->bytes;
+    seg_len = aot_module->mem_init_data_list[seg_index]->byte_count;
+    data = aot_module->mem_init_data_list[seg_index]->bytes;
 
     if (data_seg_offset >= seg_len || total_size > seg_len - data_seg_offset) {
         aot_set_exception(module_inst, "out of bounds memory access");
diff --git a/core/iwasm/aot/aot_runtime.h b/core/iwasm/aot/aot_runtime.h
index 6b0c3ec6ad..ddf37213d9 100644
--- a/core/iwasm/aot/aot_runtime.h
+++ b/core/iwasm/aot/aot_runtime.h
@@ -262,10 +262,6 @@ typedef struct AOTModule {
     HashMap *ref_type_set;
     struct WASMRttType **rtt_types;
     korp_mutex rtt_type_lock;
-
-    /* array init data info */
-    uint32 array_init_data_count;
-    AOTArrayInitData **array_init_data_list;
 #endif
 
 #if WASM_ENABLE_DEBUG_AOT != 0
diff --git a/core/iwasm/compilation/aot.h b/core/iwasm/compilation/aot.h
index 13b3e26716..d54508e6dc 100644
--- a/core/iwasm/compilation/aot.h
+++ b/core/iwasm/compilation/aot.h
@@ -116,20 +116,6 @@ typedef struct AOTMemInitData {
     uint8 bytes[1];
 } AOTMemInitData;
 
-/* TODO: reuse mem init data or this new data structure? */
-
-/**
- * A segment of array init data
- */
-typedef struct AOTArrayInitData {
-    /* Start address of init data */
-    AOTInitExpr offset;
-    /* Byte count */
-    uint32 byte_count;
-    /* Byte array */
-    uint8 bytes[1];
-} AOTArrayInitData;
-
 /**
  * Import table
  */
diff --git a/core/iwasm/compilation/aot_emit_gc.c b/core/iwasm/compilation/aot_emit_gc.c
index 4f3d4e9a2f..cf3181ee54 100644
--- a/core/iwasm/compilation/aot_emit_gc.c
+++ b/core/iwasm/compilation/aot_emit_gc.c
@@ -334,19 +334,6 @@ aot_struct_obj_set_field(AOTCompContext *comp_ctx, LLVMValueRef struct_obj,
         goto fail;
     }
 
-    /* Ensure correct alignment for some platforms when field_size == 8 */
-#if !defined(BUILD_TARGET_X86_64) && !defined(BUILD_TARGET_AMD_64) \
-    && !defined(BUILD_TARGET_X86_32)
-    if (field_size == 8) {
-        if (!(field_data_ptr =
-                  LLVMBuildBitCast(comp_ctx->builder, field_data_ptr,
-                                   INT32_PTR_TYPE, "field_value_ptr_align"))) {
-            aot_set_last_error("llvm build bitcast failed.");
-            goto fail;
-        }
-    }
-#endif
-
     /* Cast to the field data type ptr */
     if (!(field_data_ptr = LLVMBuildBitCast(comp_ctx->builder, field_data_ptr,
                                             LLVMPointerType(field_data_type, 0),
@@ -401,19 +388,6 @@ aot_struct_obj_get_field(AOTCompContext *comp_ctx, LLVMValueRef struct_obj,
             break;
     }
 
-        /* Ensure correct alignment for some platforms when field_size == 8 */
-#if !defined(BUILD_TARGET_X86_64) && !defined(BUILD_TARGET_AMD_64) \
-    && !defined(BUILD_TARGET_X86_32)
-    if (field_size == 8) {
-        if (!(field_data_ptr =
-                  LLVMBuildBitCast(comp_ctx->builder, field_data_ptr,
-                                   INT32_PTR_TYPE, "field_value_ptr_align"))) {
-            aot_set_last_error("llvm build bitcast failed.");
-            goto fail;
-        }
-    }
-#endif
-
     if (!(field_data_ptr = LLVMBuildBitCast(comp_ctx->builder, field_data_ptr,
                                             LLVMPointerType(field_data_type, 0),
                                             "field_value_ptr"))) {
@@ -862,7 +836,10 @@ aot_call_aot_array_init_with_data(
     param_types[5] = I32_TYPE;
     ret_type = INT8_TYPE;
 
-    GET_AOT_FUNCTION(aot_array_init_with_data, 6);
+    if (comp_ctx->is_jit_mode)
+        GET_AOT_FUNCTION(llvm_array_init_with_data, 6);
+    else
+        GET_AOT_FUNCTION(aot_array_init_with_data, 6);
 
     /* Call function aot_array_init_with_data() */
     param_values[0] = func_ctx->aot_inst;
diff --git a/core/iwasm/interpreter/wasm_runtime.c b/core/iwasm/interpreter/wasm_runtime.c
index 49019da46f..ee61517e76 100644
--- a/core/iwasm/interpreter/wasm_runtime.c
+++ b/core/iwasm/interpreter/wasm_runtime.c
@@ -3706,6 +3706,31 @@ llvm_jit_rtt_type_new(WASMModuleInstance *module_inst, uint32 type_index)
                              rtt_type_count, rtt_type_lock);
 }
 
+bool
+llvm_array_init_with_data(WASMModuleInstance *module_inst, uint32 seg_index,
+                          uint32 data_seg_offset, WASMArrayObjectRef array_obj,
+                          uint32 elem_size, uint32 array_len)
+{
+    WASMModule *wasm_module = module_inst->module;
+    WASMDataSeg *data_seg;
+    uint8 *array_elem_base;
+    uint64 total_size;
+
+    data_seg = wasm_module->data_segments[seg_index];
+    total_size = (int64)elem_size * array_len;
+
+    if (data_seg_offset >= data_seg->data_length
+        || total_size > data_seg->data_length - data_seg_offset) {
+        wasm_set_exception(module_inst, "out of bounds memory access");
+        return false;
+    }
+
+    array_elem_base = (uint8 *)wasm_array_obj_first_elem_addr(array_obj);
+    bh_memcpy_s(array_elem_base, (uint32)total_size,
+                data_seg->data + data_seg_offset, (uint32)total_size);
+
+    return true;
+}
 #endif /* end of WASM_ENABLE_GC != 0  */
 
 #endif /* end of WASM_ENABLE_JIT != 0 || WASM_ENABLE_WAMR_COMPILER != 0 */
diff --git a/core/iwasm/interpreter/wasm_runtime.h b/core/iwasm/interpreter/wasm_runtime.h
index d78419ba34..d60af7b213 100644
--- a/core/iwasm/interpreter/wasm_runtime.h
+++ b/core/iwasm/interpreter/wasm_runtime.h
@@ -718,6 +718,11 @@ llvm_jit_obj_is_instance_of(WASMModuleInstance *module_inst,
 
 WASMRttTypeRef
 llvm_jit_rtt_type_new(WASMModuleInstance *module_inst, uint32 type_index);
+
+bool
+llvm_array_init_with_data(WASMModuleInstance *module_inst, uint32 seg_index,
+                          uint32 data_seg_offset, WASMArrayObjectRef array_obj,
+                          uint32 elem_size, uint32 array_len);
 #endif
 #endif /* end of WASM_ENABLE_JIT != 0 || WASM_ENABLE_WAMR_COMPILER != 0 */