diff --git a/mlir/lib/Transforms/SymbolDCE.cpp b/mlir/lib/Transforms/SymbolDCE.cpp
index 93d9a6547883a..52b4d06c98e32 100644
--- a/mlir/lib/Transforms/SymbolDCE.cpp
+++ b/mlir/lib/Transforms/SymbolDCE.cpp
@@ -22,6 +22,8 @@ namespace mlir {
 
 using namespace mlir;
 
+#define DEBUG_TYPE "symbol-dce"
+
 namespace {
 struct SymbolDCE : public impl::SymbolDCEBase<SymbolDCE> {
   void runOnOperation() override;
@@ -84,6 +86,8 @@ LogicalResult SymbolDCE::computeLiveness(Operation *symbolTableOp,
                                          SymbolTableCollection &symbolTable,
                                          bool symbolTableIsHidden,
                                          DenseSet<Operation *> &liveSymbols) {
+  LLVM_DEBUG(llvm::dbgs() << "computeLiveness: " << symbolTableOp->getName()
+                          << "\n");
   // A worklist of live operations to propagate uses from.
   SmallVector<Operation *, 16> worklist;
 
@@ -108,6 +112,7 @@ LogicalResult SymbolDCE::computeLiveness(Operation *symbolTableOp,
   // that are referenced within.
   while (!worklist.empty()) {
     Operation *op = worklist.pop_back_val();
+    LLVM_DEBUG(llvm::dbgs() << "processing: " << op->getName() << "\n");
 
     // If this is a symbol table, recursively compute its liveness.
     if (op->hasTrait<OpTrait::SymbolTable>()) {
@@ -115,8 +120,34 @@ LogicalResult SymbolDCE::computeLiveness(Operation *symbolTableOp,
       // symbol, or if it is a private symbol.
       SymbolOpInterface symbol = dyn_cast<SymbolOpInterface>(op);
       bool symIsHidden = symbolTableIsHidden || !symbol || symbol.isPrivate();
+      LLVM_DEBUG(llvm::dbgs() << "\tsymbol table: " << op->getName()
+                              << " is hidden: " << symIsHidden << "\n");
       if (failed(computeLiveness(op, symbolTable, symIsHidden, liveSymbols)))
         return failure();
+    } else {
+      LLVM_DEBUG(llvm::dbgs()
+                 << "\tnon-symbol table: " << op->getName() << " is hidden\n");
+      // If the op is not a symbol table, then, unless op itself is dead which
+      // would be handled by DCE, we need to check all the regions and blocks
+      // within the op to find the uses (e.g., consider visibility within op as
+      // if top level rather than relying on pure symbol table visibility). This
+      // is more conservative than SymbolTable::walkSymbolTables in the case
+      // where there is again SymbolTable information to take advantage of.
+      for (auto &region : op->getRegions()) {
+        for (auto &block : region.getBlocks()) {
+          for (Operation &op : block) {
+            SymbolOpInterface symbol = dyn_cast<SymbolOpInterface>(&op);
+            if (!symbol) {
+              worklist.push_back(&op);
+              continue;
+            }
+            bool isDiscardable =
+                symbol.isPrivate() && symbol.canDiscardOnUseEmpty();
+            if (!isDiscardable && liveSymbols.insert(&op).second)
+              worklist.push_back(&op);
+          }
+        }
+      }
     }
 
     // Collect the uses held by this operation.
@@ -128,13 +159,27 @@ LogicalResult SymbolDCE::computeLiveness(Operation *symbolTableOp,
     }
 
     SmallVector<Operation *, 4> resolvedSymbols;
+    // Get the first parent symbol table op.
+    Operation *parentOp = op->getParentOp();
+    while (parentOp && !parentOp->hasTrait<OpTrait::SymbolTable>()) {
+      parentOp = parentOp->getParentOp();
+    }
+    assert(parentOp && "operation has no parent symbol table");
+
+    LLVM_DEBUG(llvm::dbgs() << "uses of " << op->getName() << "\n");
     for (const SymbolTable::SymbolUse &use : *uses) {
+      LLVM_DEBUG(llvm::dbgs() << "\tuse: " << use.getUser() << "\n");
       // Lookup the symbols referenced by this use.
       resolvedSymbols.clear();
-      if (failed(symbolTable.lookupSymbolIn(
-              op->getParentOp(), use.getSymbolRef(), resolvedSymbols)))
+      if (failed(symbolTable.lookupSymbolIn(parentOp, use.getSymbolRef(),
+                                            resolvedSymbols)))
         // Ignore references to unknown symbols.
         continue;
+      LLVM_DEBUG({
+        llvm::dbgs() << "\t\tresolved symbols: ";
+        llvm::interleaveComma(resolvedSymbols, llvm::dbgs());
+        llvm::dbgs() << "\n";
+      });
 
       // Mark each of the resolved symbols as live.
       for (Operation *resolvedSymbol : resolvedSymbols)
diff --git a/mlir/test/Transforms/test-symbol-dce.mlir b/mlir/test/Transforms/test-symbol-dce.mlir
index 7bd784928e6f3..d44af1b93d241 100644
--- a/mlir/test/Transforms/test-symbol-dce.mlir
+++ b/mlir/test/Transforms/test-symbol-dce.mlir
@@ -98,3 +98,22 @@ module {
   // CHECK: "live.user"() {uses = [@unknown_symbol]} : () -> ()
   "live.user"() {uses = [@unknown_symbol]} : () -> ()
 }
+
+// -----
+
+// Check that we don't DCE nested symbols if they are used even if nested inside
+// an unnamed region.
+// CHECK-LABEL: module attributes {test.nested_unnamed_region}
+module attributes {test.nested_unnamed_region} {
+  "test.one_region_op"() ({
+    "test.symbol_scope"() ({
+      // CHECK: func @nested_function
+      func.func @nested_function() {
+        return
+      }
+      func.call @nested_function() : () -> ()
+      "test.finish"() : () -> ()
+    }) : () -> ()
+    "test.finish"() : () -> ()
+  }) : () -> ()
+}