diff --git a/llvm/lib/Target/LoongArch/LoongArchInstrInfo.td b/llvm/lib/Target/LoongArch/LoongArchInstrInfo.td
--- a/llvm/lib/Target/LoongArch/LoongArchInstrInfo.td
+++ b/llvm/lib/Target/LoongArch/LoongArchInstrInfo.td
@@ -403,6 +403,31 @@
   return N->getFlags().hasNoSignedZeros();
 }]>;
 
+// Check if (add r, imm) can be optimized to (ADDI (ADDI r, imm0), imm1),
+// in which imm = imm0 + imm1, and both imm0 & imm1 are simm12.
+def AddiPair : PatLeaf<(imm), [{
+  if (!N->hasOneUse())
+    return false;
+  // The immediate operand must be in range [-4096,-2049] or [2048,4094].
+  int64_t Imm = N->getSExtValue();
+  return (-4096 <= Imm && Imm <= -2049) || (2048 <= Imm && Imm <= 4094);
+}]>;
+
+// Return -2048 if immediate is negative or 2047 if positive.
+def AddiPairImmLarge : SDNodeXForm<imm, [{
+  int64_t Imm = N->getSExtValue() < 0 ? -2048 : 2047;
+  return CurDAG->getTargetConstant(Imm, SDLoc(N),
+                                   N->getValueType(0));
+}]>;
+
+// Return imm - (imm < 0 ? -2048 : 2047).
+def AddiPairImmSmall : SDNodeXForm<imm, [{
+  int64_t Imm = N->getSExtValue();
+  int64_t Adj = Imm < 0 ? -2048 : 2047;
+  return CurDAG->getTargetConstant(Imm - Adj, SDLoc(N),
+                                   N->getValueType(0));
+}]>;
+
 //===----------------------------------------------------------------------===//
 // Instruction Formats
 //===----------------------------------------------------------------------===//
@@ -899,6 +924,21 @@
           (ADDI_W (ADDU16I_D GPR:$rj, (HI16ForAddu16idAddiPair $imm)),
                   (LO12 $imm))>;
 
+let Predicates = [IsLA32] in {
+def : Pat<(add GPR:$rj, (AddiPair:$im)),
+          (ADDI_W (ADDI_W GPR:$rj, (AddiPairImmLarge AddiPair:$im)),
+                  (AddiPairImmSmall AddiPair:$im))>;
+} // Predicates = [IsLA32]
+
+let Predicates = [IsLA64] in {
+def : Pat<(add GPR:$rj, (AddiPair:$im)),
+          (ADDI_D (ADDI_D GPR:$rj, (AddiPairImmLarge AddiPair:$im)),
+                  (AddiPairImmSmall AddiPair:$im))>;
+def : Pat<(sext_inreg (add GPR:$rj, (AddiPair:$im)), i32),
+          (ADDI_W (ADDI_W GPR:$rj, (AddiPairImmLarge AddiPair:$im)),
+                  (AddiPairImmSmall AddiPair:$im))>;
+} // Predicates = [IsLA64]
+
 foreach Idx = 1...7 in {
   defvar ShamtA = !mul(8, Idx);
   defvar ShamtB = !mul(8, !sub(8, Idx));
diff --git a/llvm/test/CodeGen/LoongArch/inline-asm-constraint-m.ll b/llvm/test/CodeGen/LoongArch/inline-asm-constraint-m.ll
--- a/llvm/test/CodeGen/LoongArch/inline-asm-constraint-m.ll
+++ b/llvm/test/CodeGen/LoongArch/inline-asm-constraint-m.ll
@@ -5,9 +5,8 @@
 define i32 @m_offset_neg_2049(ptr %p) nounwind {
 ; LA32-LABEL: m_offset_neg_2049:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    lu12i.w $a1, -1
-; LA32-NEXT:    ori $a1, $a1, 2047
-; LA32-NEXT:    add.w $a0, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, -2048
+; LA32-NEXT:    addi.w $a0, $a0, -1
 ; LA32-NEXT:    #APP
 ; LA32-NEXT:    ld.w $a0, $a0, 0
 ; LA32-NEXT:    #NO_APP
@@ -15,9 +14,8 @@
 ;
 ; LA64-LABEL: m_offset_neg_2049:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    lu12i.w $a1, -1
-; LA64-NEXT:    ori $a1, $a1, 2047
-; LA64-NEXT:    add.d $a0, $a0, $a1
+; LA64-NEXT:    addi.d $a0, $a0, -2048
+; LA64-NEXT:    addi.d $a0, $a0, -1
 ; LA64-NEXT:    #APP
 ; LA64-NEXT:    ld.w $a0, $a0, 0
 ; LA64-NEXT:    #NO_APP
@@ -124,8 +122,8 @@
 define i32 @m_offset_2048(ptr %p) nounwind {
 ; LA32-LABEL: m_offset_2048:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    ori $a1, $zero, 2048
-; LA32-NEXT:    add.w $a0, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a0, $a0, 1
 ; LA32-NEXT:    #APP
 ; LA32-NEXT:    ld.w $a0, $a0, 0
 ; LA32-NEXT:    #NO_APP
@@ -133,8 +131,8 @@
 ;
 ; LA64-LABEL: m_offset_2048:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    ori $a1, $zero, 2048
-; LA64-NEXT:    add.d $a0, $a0, $a1
+; LA64-NEXT:    addi.d $a0, $a0, 2047
+; LA64-NEXT:    addi.d $a0, $a0, 1
 ; LA64-NEXT:    #APP
 ; LA64-NEXT:    ld.w $a0, $a0, 0
 ; LA64-NEXT:    #NO_APP
diff --git a/llvm/test/CodeGen/LoongArch/ir-instruction/add.ll b/llvm/test/CodeGen/LoongArch/ir-instruction/add.ll
--- a/llvm/test/CodeGen/LoongArch/ir-instruction/add.ll
+++ b/llvm/test/CodeGen/LoongArch/ir-instruction/add.ll
@@ -707,14 +707,14 @@
 define signext i32 @add_i32_4080(i32 %x) {
 ; LA32-LABEL: add_i32_4080:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    ori $a1, $zero, 4080
-; LA32-NEXT:    add.w $a0, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a0, $a0, 2033
 ; LA32-NEXT:    ret
 ;
 ; LA64-LABEL: add_i32_4080:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    ori $a1, $zero, 4080
-; LA64-NEXT:    add.w $a0, $a0, $a1
+; LA64-NEXT:    addi.w $a0, $a0, 2047
+; LA64-NEXT:    addi.w $a0, $a0, 2033
 ; LA64-NEXT:    ret
   %add = add i32 %x, 4080
   ret i32 %add
@@ -723,16 +723,14 @@
 define signext i32 @add_i32_minus_4080(i32 %x) {
 ; LA32-LABEL: add_i32_minus_4080:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    lu12i.w $a1, -1
-; LA32-NEXT:    ori $a1, $a1, 16
-; LA32-NEXT:    add.w $a0, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, -2048
+; LA32-NEXT:    addi.w $a0, $a0, -2032
 ; LA32-NEXT:    ret
 ;
 ; LA64-LABEL: add_i32_minus_4080:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    lu12i.w $a1, -1
-; LA64-NEXT:    ori $a1, $a1, 16
-; LA64-NEXT:    add.w $a0, $a0, $a1
+; LA64-NEXT:    addi.w $a0, $a0, -2048
+; LA64-NEXT:    addi.w $a0, $a0, -2032
 ; LA64-NEXT:    ret
   %add = add i32 %x, -4080
   ret i32 %add
@@ -741,8 +739,8 @@
 define i64 @add_i64_4080(i64 %x) {
 ; LA32-LABEL: add_i64_4080:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    ori $a2, $zero, 4080
-; LA32-NEXT:    add.w $a2, $a0, $a2
+; LA32-NEXT:    addi.w $a2, $a0, 2047
+; LA32-NEXT:    addi.w $a2, $a2, 2033
 ; LA32-NEXT:    sltu $a0, $a2, $a0
 ; LA32-NEXT:    add.w $a1, $a1, $a0
 ; LA32-NEXT:    move $a0, $a2
@@ -750,8 +748,8 @@
 ;
 ; LA64-LABEL: add_i64_4080:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    ori $a1, $zero, 4080
-; LA64-NEXT:    add.d $a0, $a0, $a1
+; LA64-NEXT:    addi.d $a0, $a0, 2047
+; LA64-NEXT:    addi.d $a0, $a0, 2033
 ; LA64-NEXT:    ret
   %add = add i64 %x, 4080
   ret i64 %add
@@ -760,9 +758,8 @@
 define i64 @add_i64_minus_4080(i64 %x) {
 ; LA32-LABEL: add_i64_minus_4080:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    lu12i.w $a2, -1
-; LA32-NEXT:    ori $a2, $a2, 16
-; LA32-NEXT:    add.w $a2, $a0, $a2
+; LA32-NEXT:    addi.w $a2, $a0, -2048
+; LA32-NEXT:    addi.w $a2, $a2, -2032
 ; LA32-NEXT:    sltu $a0, $a2, $a0
 ; LA32-NEXT:    add.w $a0, $a1, $a0
 ; LA32-NEXT:    addi.w $a1, $a0, -1
@@ -771,9 +768,8 @@
 ;
 ; LA64-LABEL: add_i64_minus_4080:
 ; LA64:       # %bb.0:
-; LA64-NEXT:    lu12i.w $a1, -1
-; LA64-NEXT:    ori $a1, $a1, 16
-; LA64-NEXT:    add.d $a0, $a0, $a1
+; LA64-NEXT:    addi.d $a0, $a0, -2048
+; LA64-NEXT:    addi.d $a0, $a0, -2032
 ; LA64-NEXT:    ret
   %add = add i64 %x, -4080
   ret i64 %add
diff --git a/llvm/test/CodeGen/LoongArch/ldptr.ll b/llvm/test/CodeGen/LoongArch/ldptr.ll
--- a/llvm/test/CodeGen/LoongArch/ldptr.ll
+++ b/llvm/test/CodeGen/LoongArch/ldptr.ll
@@ -23,8 +23,8 @@
 define signext i32 @ldptr_w(ptr %p) nounwind {
 ; LA32-LABEL: ldptr_w:
 ; LA32:       # %bb.0: # %entry
-; LA32-NEXT:    ori $a1, $zero, 2048
-; LA32-NEXT:    add.w $a0, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a0, $a0, 1
 ; LA32-NEXT:    ld.w $a0, $a0, 0
 ; LA32-NEXT:    ret
 ;
@@ -81,8 +81,8 @@
 define i64 @ldptr_d(ptr %p) nounwind {
 ; LA32-LABEL: ldptr_d:
 ; LA32:       # %bb.0: # %entry
-; LA32-NEXT:    ori $a1, $zero, 2048
-; LA32-NEXT:    add.w $a1, $a0, $a1
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a1, $a0, 1
 ; LA32-NEXT:    ld.w $a0, $a1, 0
 ; LA32-NEXT:    ld.w $a1, $a1, 4
 ; LA32-NEXT:    ret
diff --git a/llvm/test/CodeGen/LoongArch/stptr.ll b/llvm/test/CodeGen/LoongArch/stptr.ll
--- a/llvm/test/CodeGen/LoongArch/stptr.ll
+++ b/llvm/test/CodeGen/LoongArch/stptr.ll
@@ -22,8 +22,8 @@
 define void @stptr_w(ptr %p, i32 signext %val) nounwind {
 ; LA32-LABEL: stptr_w:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    ori $a2, $zero, 2048
-; LA32-NEXT:    add.w $a0, $a0, $a2
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a0, $a0, 1
 ; LA32-NEXT:    st.w $a1, $a0, 0
 ; LA32-NEXT:    ret
 ;
@@ -76,8 +76,8 @@
 define void @stptr_d(ptr %p, i64 %val) nounwind {
 ; LA32-LABEL: stptr_d:
 ; LA32:       # %bb.0:
-; LA32-NEXT:    ori $a3, $zero, 2048
-; LA32-NEXT:    add.w $a0, $a0, $a3
+; LA32-NEXT:    addi.w $a0, $a0, 2047
+; LA32-NEXT:    addi.w $a0, $a0, 1
 ; LA32-NEXT:    st.w $a2, $a0, 4
 ; LA32-NEXT:    st.w $a1, $a0, 0
 ; LA32-NEXT:    ret