Tien N. Nguyen

Papers on Lattice

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Research focus

Code Generation & Program Synthesis (2)Reasoning & Chain-of-Thought (2)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

Frequent co-authors

Minh Le-Anh (2)Cuong Chi Le (2)Minh Le-Anh (1)Cuong Chi Le (1)

Papers (2)

Apr 13, 2026

Minh Le-Anh +5Apr 13, 2026

Enhancing Program Repair with Specification Guidance and Intermediate Behavioral Signals

LLMs can debug code more effectively by reasoning about intermediate program states, not just relying on coarse pass/fail test signals.

Minh Le-Anh, Minh Le-Anh, Cuong Chi Le +3

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

Apr 2, 2026

Cuong Chi Le +3Apr 2, 2026

Semantic Evolution over Populations for LLM-Guided Automated Program Repair

LLMs can fix more bugs when guided by a semantic evolutionary algorithm that recombines successful partial fixes across a population of candidate repairs.

Cuong Chi Le, Minh Le-Anh, Cuong Duc Van +1

Code Generation & Program Synthesis Natural Language Processing Reasoning & Chain-of-Thought

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Tien N. Nguyen

Research focus

Frequent co-authors

Papers (2)