Da Song

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Reasoning & Chain-of-Thought (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

A. Foundjem (1)Armstrong Foundjem (1)Heng Li (1)F. Khomh (1)

Papers (1)

Apr 14, 2026

Tsinghua AIApr 14, 2026·also Poly Montreal

Structural Anchors and Reasoning Fragility:Understanding CoT Robustness in LLM4Code

CoT's code generation prowess isn't a sure thing: its robustness crumbles when input tweaks destabilize key "structural anchors" in the reasoning process.

Da Song, A. Foundjem, Armstrong Foundjem +3

Code Generation & Program Synthesis Reasoning & Chain-of-Thought Red-Teaming & Adversarial Robustness

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Da Song

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)