Lattice AI Research

Research focus

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

Frequent co-authors

Cuong Chi Le (2)Minh Le-Anh (1)Tien N. Nguyen (1)Minh V. T. Pham (1)

Papers (2)

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

Feb 24, 2026

Cuong Chi Le +10Feb 24, 2026

SpecMind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference

LLMs can generate more accurate and complete postconditions by engaging in iterative refinement guided by correctness feedback, rather than relying on single-pass prompting.

Cuong Chi Le, Minh V. T. Pham, Minh V. T Pham +8

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

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Cuong Duc Van

Research focus

Frequent co-authors

Papers (2)