diff --git a/python-frontend/src/main/java/org/sonar/python/index/VariableDescriptor.java b/python-frontend/src/main/java/org/sonar/python/index/VariableDescriptor.java
index 32a3dd6d72..25f5242887 100644
--- a/python-frontend/src/main/java/org/sonar/python/index/VariableDescriptor.java
+++ b/python-frontend/src/main/java/org/sonar/python/index/VariableDescriptor.java
@@ -26,11 +26,17 @@ public class VariableDescriptor implements Descriptor {
   private final String name;
   private final String fullyQualifiedName;
   private final String annotatedType;
+  private final boolean isImportedModule;
 
-  public VariableDescriptor(String name, @Nullable String fullyQualifiedName, @Nullable String annotatedType) {
+  public VariableDescriptor(String name, @Nullable String fullyQualifiedName, @Nullable String annotatedType, boolean isImportedModule) {
     this.name = name;
     this.fullyQualifiedName = fullyQualifiedName;
     this.annotatedType = annotatedType;
+    this.isImportedModule = isImportedModule;
+  }
+
+  public VariableDescriptor(String name, @Nullable String fullyQualifiedName, @Nullable String annotatedType) {
+    this(name, fullyQualifiedName, annotatedType, false);
   }
 
   @Override
@@ -52,4 +58,8 @@ public Kind kind() {
   public String annotatedType() {
     return annotatedType;
   }
+
+  public boolean isImportedModule() {
+    return isImportedModule;
+  }
 }
diff --git a/python-frontend/src/main/java/org/sonar/python/semantic/v2/ProjectLevelTypeTable.java b/python-frontend/src/main/java/org/sonar/python/semantic/v2/ProjectLevelTypeTable.java
index 23afe2dcc4..377f21957f 100644
--- a/python-frontend/src/main/java/org/sonar/python/semantic/v2/ProjectLevelTypeTable.java
+++ b/python-frontend/src/main/java/org/sonar/python/semantic/v2/ProjectLevelTypeTable.java
@@ -67,10 +67,12 @@ public PythonType getType(List<String> typeFqnParts) {
       if (parent instanceof ModuleType moduleType) {
         TypeWrapper typeWrapper = moduleType.members().get(part);
         if (typeWrapper instanceof LazyTypeWrapper lazyTypeWrapper && !lazyTypeWrapper.isResolved()) {
-          if (i == typeFqnParts.size() - 1) {
-            // this is the name we are looking for, resolve it
+          if (shouldResolveImmediately(lazyTypeWrapper, typeFqnParts, i)) {
+            // We try to resolve the type of the member if it points to a different module.
+            // If it points to the same module, we try to resolve the submodule of the same name
             return typeWrapper.type();
           }
+
           // The member of the module is a LazyType, which means it's a re-exported type from a submodule
           // We try to resolve the submodule instead
           Optional<PythonType> subModule = moduleType.resolveSubmodule(part);
@@ -90,6 +92,10 @@ public PythonType getType(List<String> typeFqnParts) {
     return parent;
   }
 
+  private static boolean shouldResolveImmediately(LazyTypeWrapper lazyTypeWrapper, List<String> typeFqnParts, int i) {
+    return i == typeFqnParts.size() - 1 && !(lazyTypeWrapper.hasImportPath(String.join(".", typeFqnParts)));
+  }
+
   /**
    * This method returns a module type for a given FQN, or unknown if it cannot be resolved.
    * It is to be used to retrieve modules referenced in the "from" clause of an "import from" statement,
diff --git a/python-frontend/src/main/java/org/sonar/python/semantic/v2/converter/VariableDescriptorToPythonTypeConverter.java b/python-frontend/src/main/java/org/sonar/python/semantic/v2/converter/VariableDescriptorToPythonTypeConverter.java
index 1cc7753ca3..fdf6971bf9 100644
--- a/python-frontend/src/main/java/org/sonar/python/semantic/v2/converter/VariableDescriptorToPythonTypeConverter.java
+++ b/python-frontend/src/main/java/org/sonar/python/semantic/v2/converter/VariableDescriptorToPythonTypeConverter.java
@@ -28,6 +28,12 @@
 public class VariableDescriptorToPythonTypeConverter implements DescriptorToPythonTypeConverter {
 
   public PythonType convert(ConversionContext ctx, VariableDescriptor from) {
+    if (from.isImportedModule()) {
+      var fqn = from.fullyQualifiedName();
+      if (fqn != null) {
+        return ctx.lazyTypesContext().getOrCreateLazyType(fqn);
+      }
+    }
     return Optional.ofNullable(from.annotatedType())
       .map(fqn -> ctx.lazyTypesContext().getOrCreateLazyTypeWrapper(fqn))
       .map(t -> (PythonType) new ObjectType(t))
diff --git a/python-frontend/src/main/java/org/sonar/python/semantic/v2/typeshed/VarSymbolToDescriptorConverter.java b/python-frontend/src/main/java/org/sonar/python/semantic/v2/typeshed/VarSymbolToDescriptorConverter.java
index 8a373b5ca1..b3882bf592 100644
--- a/python-frontend/src/main/java/org/sonar/python/semantic/v2/typeshed/VarSymbolToDescriptorConverter.java
+++ b/python-frontend/src/main/java/org/sonar/python/semantic/v2/typeshed/VarSymbolToDescriptorConverter.java
@@ -28,10 +28,11 @@ public class VarSymbolToDescriptorConverter {
   public Descriptor convert(SymbolsProtos.VarSymbol varSymbol) {
     var fullyQualifiedName = TypeShedUtils.normalizedFqn(varSymbol.getFullyQualifiedName());
     var typeAnnotation = TypeShedUtils.getTypesNormalizedFqn(varSymbol.getTypeAnnotation());
+    var isImportedModule = varSymbol.getIsImportedModule();
     if (isTypeAnnotationKnownToBeIncorrect(fullyQualifiedName)) {
-      return new VariableDescriptor(varSymbol.getName(), fullyQualifiedName, null);
+      return new VariableDescriptor(varSymbol.getName(), fullyQualifiedName, null, isImportedModule);
     }
-    return new VariableDescriptor(varSymbol.getName(), fullyQualifiedName, typeAnnotation);
+    return new VariableDescriptor(varSymbol.getName(), fullyQualifiedName, typeAnnotation, isImportedModule);
   }
 
   private static boolean isTypeAnnotationKnownToBeIncorrect(String fullyQualifiedName) {
diff --git a/python-frontend/src/main/java/org/sonar/python/types/v2/LazyTypeWrapper.java b/python-frontend/src/main/java/org/sonar/python/types/v2/LazyTypeWrapper.java
index 725737bc09..f869c46137 100644
--- a/python-frontend/src/main/java/org/sonar/python/types/v2/LazyTypeWrapper.java
+++ b/python-frontend/src/main/java/org/sonar/python/types/v2/LazyTypeWrapper.java
@@ -46,6 +46,10 @@ public boolean isResolved() {
     return !(type instanceof LazyType);
   }
 
+  public boolean hasImportPath(String importPath) {
+    return ((LazyType) type).importPath().equals(importPath);
+  }
+
   @Override
   public boolean equals(Object o) {
     if (this == o) return true;
diff --git a/python-frontend/src/test/java/org/sonar/python/semantic/v2/ProjectLevelTypeTableTest.java b/python-frontend/src/test/java/org/sonar/python/semantic/v2/ProjectLevelTypeTableTest.java
index 9696545878..a3af556958 100644
--- a/python-frontend/src/test/java/org/sonar/python/semantic/v2/ProjectLevelTypeTableTest.java
+++ b/python-frontend/src/test/java/org/sonar/python/semantic/v2/ProjectLevelTypeTableTest.java
@@ -253,4 +253,14 @@ class lib: ...
     // SONARPY-2176 lib should be resolved as the renamed class "A" here
     assertThat(aType.name()).isEqualTo("A");
   }
+
+  @Test
+  void resolveStubsWithImportedModuleVariableDescriptor() {
+    var symbolTable = ProjectLevelSymbolTable.empty();
+    var table = new ProjectLevelTypeTable(symbolTable);
+
+    var nnModuleType = table.getType("torch.nn");
+
+    Assertions.assertThat(nnModuleType).isNotNull().isInstanceOf(ModuleType.class);
+  }
 }