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Citadel·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
Jun 2026

Summary

Citadel software engineer interview with a tree traversal problem that sounds straightforward but has a few wrinkles worth thinking through ahead of time.

Questions Asked (1)

Q1

Given a binary tree where each node has an additional next pointer, connect all leaf nodes in DFS traversal order using those next pointers.

Algorithms & Data StructuresTechnical Trade-offs
Author's notes

My approach was to run a DFS first, collect all the leaves into an array, then loop through and wire up the next pointers.

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AI HintsAI Generated

Suggested Approach

Clarify the problem constraints (e.g., whether the tree is static or dynamic, and if the next pointers should be set in-place). Then, propose a DFS traversal that identifies leaf nodes and links them in order, using a previous pointer to connect each leaf to the next. Discuss time and space complexity, and consider iterative vs recursive approaches.

Pro tip: Mention that you can avoid extra space by using the tree's existing structure (e.g., Morris traversal) if recursion depth is a concern, but be prepared to discuss trade-offs between simplicity and efficiency.

1. Clarify requirements and constraints

Ask about tree size, recursion limits, and whether the next pointers are initially null. Confirm that leaves should be connected in DFS order (pre-order, in-order, or post-order?).

2. Choose traversal method

Decide between recursive and iterative DFS. Recursive is simpler but may cause stack overflow; iterative with explicit stack avoids that but uses extra space.

3. Identify and link leaves

During traversal, when a leaf is encountered, link the previous leaf's next pointer to the current leaf, then update the previous pointer. Initialize previous as null and handle the first leaf.

4. Analyze complexity and edge cases

State time complexity O(n) and space complexity O(h) for recursion or O(n) for iterative. Discuss edge cases: empty tree, single node, skewed tree, and multiple leaves.

5. Optimize if needed

If asked for O(1) space, propose Morris traversal to find leaves in order without extra space, but note it modifies the tree temporarily.

Key Points to Mention

  • DFS traversal order (pre-order, in-order, post-order) and its impact on leaf linking order
  • Use of a previous pointer to connect leaves
  • Time complexity O(n) and space complexity trade-offs (recursion vs iteration)
  • Edge cases: empty tree, single leaf, skewed tree
  • In-place modification of next pointers
  • Alternative approaches like Morris traversal for O(1) space

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.