diff --git a/llvm/lib/Target/LoongArch/MCTargetDesc/LoongArchMCCodeEmitter.cpp b/llvm/lib/Target/LoongArch/MCTargetDesc/LoongArchMCCodeEmitter.cpp
index 359bde1244429..04d57f0fe7457 100644
--- a/llvm/lib/Target/LoongArch/MCTargetDesc/LoongArchMCCodeEmitter.cpp
+++ b/llvm/lib/Target/LoongArch/MCTargetDesc/LoongArchMCCodeEmitter.cpp
@@ -282,9 +282,11 @@ LoongArchMCCodeEmitter::getExprOpValue(const MCInst &MI, const MCOperand &MO,
       break;
     case LoongArchMCExpr::VK_LoongArch_TLS_LE_HI20_R:
       FixupKind = LoongArch::fixup_loongarch_tls_le_hi20_r;
+      RelaxCandidate = true;
       break;
     case LoongArchMCExpr::VK_LoongArch_TLS_LE_LO12_R:
       FixupKind = LoongArch::fixup_loongarch_tls_le_lo12_r;
+      RelaxCandidate = true;
       break;
     case LoongArchMCExpr::VK_LoongArch_PCREL20_S2:
       FixupKind = LoongArch::fixup_loongarch_pcrel20_s2;
@@ -387,11 +389,17 @@ void LoongArchMCCodeEmitter::expandAddTPRel(const MCInst &MI,
          "Expected %le_add_r relocation on TP-relative symbol");
 
   // Emit the correct %le_add_r relocation for the symbol.
-  // TODO: Emit R_LARCH_RELAX for %le_add_r where the relax feature is enabled.
   Fixups.push_back(MCFixup::create(
       0, Expr, MCFixupKind(LoongArch::fixup_loongarch_tls_le_add_r),
       MI.getLoc()));
 
+  // Emit R_LARCH_RELAX for %le_add_r when the relax feature is enabled.
+  if (STI.hasFeature(LoongArch::FeatureRelax)) {
+    const MCConstantExpr *Dummy = MCConstantExpr::create(0, Ctx);
+    Fixups.push_back(MCFixup::create(
+        0, Dummy, MCFixupKind(LoongArch::fixup_loongarch_relax), MI.getLoc()));
+  }
+
   // Emit a normal ADD instruction with the given operands.
   unsigned ADD = MI.getOpcode() == LoongArch::PseudoAddTPRel_D
                      ? LoongArch::ADD_D
diff --git a/llvm/test/MC/LoongArch/Relocations/relax-tls-le.s b/llvm/test/MC/LoongArch/Relocations/relax-tls-le.s
new file mode 100644
index 0000000000000..899f12f85654d
--- /dev/null
+++ b/llvm/test/MC/LoongArch/Relocations/relax-tls-le.s
@@ -0,0 +1,70 @@
+# RUN: llvm-mc --filetype=obj --triple=loongarch32 --mattr=+relax < %s \
+# RUN:     | llvm-readobj -r - | FileCheck --check-prefix=LA32-RELAX-RELOC %s
+# RUN: llvm-mc --filetype=obj --triple=loongarch32 --mattr=-relax < %s \
+# RUN:     | llvm-readobj -r - | FileCheck --check-prefix=LA32-NORELAX-RELOC %s
+# RUN: llvm-mc --triple=loongarch32 --mattr=+relax < %s --show-encoding \
+# RUN:     | FileCheck --check-prefix=LA32-RELAX-FIXUP %s
+
+# RUN: llvm-mc --filetype=obj --triple=loongarch64 --mattr=+relax --defsym=LA64=1 < %s \
+# RUN:     | llvm-readobj -r - | FileCheck --check-prefix=LA64-RELAX-RELOC %s
+# RUN: llvm-mc --filetype=obj --triple=loongarch64 --mattr=-relax --defsym=LA64=1 < %s \
+# RUN:     | llvm-readobj -r - | FileCheck --check-prefix=LA64-NORELAX-RELOC %s
+# RUN: llvm-mc --triple=loongarch64 --mattr=+relax --defsym=LA64=1 < %s --show-encoding \
+# RUN:     | FileCheck --check-prefix=LA64-RELAX-FIXUP %s
+
+.long foo
+
+.ifndef LA64
+
+lu12i.w $a0, %le_hi20_r(foo)
+# LA32-NORELAX-RELOC: R_LARCH_TLS_LE_HI20_R foo 0x0
+# LA32-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA32-RELAX-RELOC: R_LARCH_TLS_LE_HI20_R foo 0x0
+# LA32-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA32-RELAX-FIXUP: fixup A - offset: 0, value: %le_hi20_r(foo), kind: FK_NONE
+# LA32-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+add.w $a0, $a0, $tp, %le_add_r(foo)
+# LA32-NORELAX-RELOC: R_LARCH_TLS_LE_ADD_R foo 0x0
+# LA32-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA32-RELAX-RELOC: R_LARCH_TLS_LE_ADD_R foo 0x0
+# LA32-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA32-RELAX-FIXUP: fixup A - offset: 0, value: %le_add_r(foo), kind: FK_NONE
+# LA32-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+addi.w $a0, $a0, %le_lo12_r(foo)
+# LA32-NORELAX-RELOC: R_LARCH_TLS_LE_LO12_R foo 0x0
+# LA32-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA32-RELAX-RELOC: R_LARCH_TLS_LE_LO12_R foo 0x0
+# LA32-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA32-RELAX-FIXUP: fixup A - offset: 0, value: %le_lo12_r(foo), kind: FK_NONE
+# LA32-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+.else
+
+lu12i.w $a0, %le_hi20_r(foo)
+# LA64-NORELAX-RELOC: R_LARCH_TLS_LE_HI20_R foo 0x0
+# LA64-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA64-RELAX-RELOC: R_LARCH_TLS_LE_HI20_R foo 0x0
+# LA64-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA64-RELAX-FIXUP: fixup A - offset: 0, value: %le_hi20_r(foo), kind: FK_NONE
+# LA64-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+add.d $a0, $a0, $tp, %le_add_r(foo)
+# LA64-NORELAX-RELOC: R_LARCH_TLS_LE_ADD_R foo 0x0
+# LA64-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA64-RELAX-RELOC: R_LARCH_TLS_LE_ADD_R foo 0x0
+# LA64-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA64-RELAX-FIXUP: fixup A - offset: 0, value: %le_add_r(foo), kind: FK_NONE
+# LA64-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+addi.d $a0, $a0, %le_lo12_r(foo)
+# LA64-NORELAX-RELOC: R_LARCH_TLS_LE_LO12_R foo 0x0
+# LA64-NORELAX-RELOC-NOT: R_LARCH_RELAX - 0x0
+# LA64-RELAX-RELOC: R_LARCH_TLS_LE_LO12_R foo 0x0
+# LA64-RELAX-RELOC: R_LARCH_RELAX - 0x0
+# LA64-RELAX-FIXUP: fixup A - offset: 0, value: %le_lo12_r(foo), kind: FK_NONE
+# LA64-RELAX-FIXUP: fixup B - offset: 0, value: 0, kind: FK_NONE
+
+.endif
+