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Luning Yang

2 accepted papers

2025

Evaluating Program Semantics Reasoning with Type Inference in System $F$

NeurIPS 2025poster

Large Language Models (LLMs) are increasingly integrated into the software engineering ecosystem. Their test-time compute reasoning capabilities promise significant potential in understanding program logic and semantics beyond mere token recognition. However, current benchmarks evaluating reasoning…

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2025

Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models

ACL 2025long

Spatial transcriptomic technologies enable measuring gene expression profile and spatial information of cells in tissues simultaneously. Clustering of captured cells/spots in the spatial transcriptomic data is crucial for understanding tissue niches and uncovering disease-related changes.Current met…