diff --git a/crates/ruff/src/checkers/ast/mod.rs b/crates/ruff/src/checkers/ast/mod.rs
index 63f4bac476..6a83f24f5c 100644
--- a/crates/ruff/src/checkers/ast/mod.rs
+++ b/crates/ruff/src/checkers/ast/mod.rs
@@ -4123,12 +4123,10 @@ impl<'a> Checker<'a> {
         // in scope.
         let scope = self.ctx.scope_mut();
         if !(binding.kind.is_annotation() && scope.defines(name)) {
-            if let Some(rebound_index) = scope.add(name, binding_id) {
-                scope
-                    .rebounds
-                    .entry(name)
-                    .or_insert_with(Vec::new)
-                    .push(rebound_index);
+            if let Some(qualified_name) = binding.kind.qualified_name() {
+                scope.add_import(name, qualified_name, binding_id);
+            } else {
+                scope.add(name, binding_id);
             }
         }
 
diff --git a/crates/ruff_python_ast/src/binding.rs b/crates/ruff_python_ast/src/binding.rs
index 95b4c0c29e..3f9782605a 100644
--- a/crates/ruff_python_ast/src/binding.rs
+++ b/crates/ruff_python_ast/src/binding.rs
@@ -265,6 +265,26 @@ pub enum BindingKind<'a> {
     SubmoduleImportation(SubmoduleImportation<'a>),
 }
 
+impl<'a> BindingKind<'a> {
+    pub fn qualified_name(&self) -> Option<&'a str> {
+        match self {
+            BindingKind::Importation(importation) => Some(importation.full_name),
+            BindingKind::FromImportation(importation) => Some(&importation.full_name),
+            BindingKind::SubmoduleImportation(importation) => Some(importation.name),
+            _ => None,
+        }
+    }
+
+    pub fn bound_name(&self) -> Option<&'a str> {
+        match self {
+            BindingKind::Importation(importation) => Some(importation.name),
+            BindingKind::FromImportation(importation) => Some(importation.name),
+            BindingKind::SubmoduleImportation(importation) => Some(importation.name),
+            _ => None,
+        }
+    }
+}
+
 bitflags! {
     pub struct Exceptions: u32 {
         const NAME_ERROR = 0b0000_0001;
diff --git a/crates/ruff_python_ast/src/context.rs b/crates/ruff_python_ast/src/context.rs
index cba1617889..6672b2a249 100644
--- a/crates/ruff_python_ast/src/context.rs
+++ b/crates/ruff_python_ast/src/context.rs
@@ -227,69 +227,34 @@ impl<'a> Context<'a> {
         member: &str,
     ) -> Option<(&Stmt, String)> {
         self.scopes().enumerate().find_map(|(scope_index, scope)| {
-            scope.binding_ids().find_map(|binding_index| {
-                let binding = &self.bindings[*binding_index];
-                match &binding.kind {
-                    // Ex) Given `module="sys"` and `object="exit"`:
-                    // `import sys`         -> `sys.exit`
-                    // `import sys as sys2` -> `sys2.exit`
-                    BindingKind::Importation(Importation { name, full_name }) => {
-                        if full_name == &module {
-                            // Verify that `sys` isn't bound in an inner scope.
-                            if self
-                                .scopes()
-                                .take(scope_index)
-                                .all(|scope| scope.get(name).is_none())
-                            {
-                                return Some((
-                                    binding.source.as_ref().unwrap().into(),
-                                    format!("{name}.{member}"),
-                                ));
-                            }
-                        }
+            if let Some(id) = scope.lookup(module) {
+                let binding = &self.bindings[*id];
+                if let Some(name) = binding.kind.bound_name() {
+                    if self
+                        .scopes()
+                        .take(scope_index)
+                        .all(|scope| !scope.defines(name))
+                    {
+                        return Some((
+                            binding.source.as_ref().unwrap().into(),
+                            format!("{name}.{member}"),
+                        ));
                     }
-                    // Ex) Given `module="os.path"` and `object="join"`:
-                    // `from os.path import join`          -> `join`
-                    // `from os.path import join as join2` -> `join2`
-                    BindingKind::FromImportation(FromImportation { name, full_name }) => {
-                        if let Some((target_module, target_member)) = full_name.split_once('.') {
-                            if target_module == module && target_member == member {
-                                // Verify that `join` isn't bound in an inner scope.
-                                if self
-                                    .scopes()
-                                    .take(scope_index)
-                                    .all(|scope| scope.get(name).is_none())
-                                {
-                                    return Some((
-                                        binding.source.as_ref().unwrap().into(),
-                                        (*name).to_string(),
-                                    ));
-                                }
-                            }
-                        }
-                    }
-                    // Ex) Given `module="os"` and `object="name"`:
-                    // `import os.path ` -> `os.name`
-                    BindingKind::SubmoduleImportation(SubmoduleImportation { name, .. }) => {
-                        if name == &module {
-                            // Verify that `os` isn't bound in an inner scope.
-                            if self
-                                .scopes()
-                                .take(scope_index)
-                                .all(|scope| scope.get(name).is_none())
-                            {
-                                return Some((
-                                    binding.source.as_ref().unwrap().into(),
-                                    format!("{name}.{member}"),
-                                ));
-                            }
-                        }
-                    }
-                    // Non-imports.
-                    _ => {}
                 }
-                None
-            })
+            }
+            if let Some(id) = scope.lookup(&format!("{module}.{member}")) {
+                let binding = &self.bindings[*id];
+                if let Some(name) = binding.kind.bound_name() {
+                    if self
+                        .scopes()
+                        .take(scope_index)
+                        .all(|scope| !scope.defines(name))
+                    {
+                        return Some((binding.source.as_ref().unwrap().into(), name.to_string()));
+                    }
+                }
+            }
+            None
         })
     }
 
diff --git a/crates/ruff_python_ast/src/scope.rs b/crates/ruff_python_ast/src/scope.rs
index 2224221eb8..d6d7b397f3 100644
--- a/crates/ruff_python_ast/src/scope.rs
+++ b/crates/ruff_python_ast/src/scope.rs
@@ -16,6 +16,10 @@ pub struct Scope<'a> {
     star_imports: Vec<StarImportation<'a>>,
     /// A map from bound name to binding index, for live bindings.
     bindings: FxHashMap<&'a str, BindingId>,
+    /// A map from fully-qualified name to binding index, for imported symbol.
+    imports: FxHashMap<&'a str, BindingId>,
+    /// A map from the keys in `bindings` to the keys in `imports`, for imported symbols.
+    name_to_qualified_name: FxHashMap<&'a str, &'a str>,
     /// A map from bound name to binding index, for bindings that were created
     /// in the scope but rebound (and thus overridden) later on in the same
     /// scope.
@@ -34,6 +38,8 @@ impl<'a> Scope<'a> {
             uses_locals: false,
             star_imports: Vec::default(),
             bindings: FxHashMap::default(),
+            imports: FxHashMap::default(),
+            name_to_qualified_name: FxHashMap::default(),
             rebounds: FxHashMap::default(),
         }
     }
@@ -43,9 +49,33 @@ impl<'a> Scope<'a> {
         self.bindings.get(name)
     }
 
+    /// Returns the [id](BindingId) of the binding with the given name.
+    pub fn lookup(&self, qualified_name: &str) -> Option<&BindingId> {
+        self.imports.get(qualified_name)
+    }
+
     /// Adds a new binding with the given name to this scope.
     pub fn add(&mut self, name: &'a str, id: BindingId) -> Option<BindingId> {
-        self.bindings.insert(name, id)
+        if let Some(id) = self.bindings.insert(name, id) {
+            if let Some(qualified_name) = self.name_to_qualified_name.remove(name) {
+                self.imports.remove(qualified_name);
+            }
+            Some(id)
+        } else {
+            None
+        }
+    }
+
+    /// Adds a new binding with the given name to this scope.
+    pub fn add_import(
+        &mut self,
+        name: &'a str,
+        qualified_name: &'a str,
+        id: BindingId,
+    ) -> Option<BindingId> {
+        self.imports.insert(qualified_name, id);
+        self.name_to_qualified_name.insert(name, qualified_name);
+        self.add(name, id)
     }
 
     /// Returns `true` if this scope defines a binding with the given name.
@@ -55,7 +85,14 @@ impl<'a> Scope<'a> {
 
     /// Removes the binding with the given name
     pub fn remove(&mut self, name: &str) -> Option<BindingId> {
-        self.bindings.remove(name)
+        if let Some(id) = self.bindings.remove(name) {
+            if let Some(qualified_name) = self.name_to_qualified_name.remove(name) {
+                self.imports.remove(qualified_name);
+            }
+            Some(id)
+        } else {
+            None
+        }
     }
 
     /// Returns the ids of all bindings defined in this scope.