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Zhaohui Liu

3 accepted papers

2026

MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation

AAAI 2026technical

Radiology report generation from longitudinal medical data is critical for assessing disease progression and automating diagnostic workflows. While recent methods incorporate longitudinal information, they primarily rely on multimodal feature fusion, with limited capacity for explicit disease evolut

Cited by 0SourcePDFScholar
2025

InfVC: An Inference-Enhanced Local Search Algorithm for the Minimum Vertex Cover Problem in Massive Graphs

IJCAI 2025

The minimum vertex cover (MVC) problem is a classic NP-hard combinatorial optimization problem with extensive real-world applications. In this paper, we propose an efficient local search algorithm, InfVC, to solve the MVC in massive graphs, which comprises three ideas. First, we introduce an inferen

2025

NuMDS: An Efficient Local Search Algorithm for Minimum Dominating Set Problem

IJCAI 2025

The minimum dominating set (MDS) problem is a crucial NP-hard combinatorial optimization problem with wide applications in real-world scenarios. In this paper, we propose an efficient local search algorithm namely NuMDS to solve the MDS, which comprises three key ideas. First, we introduce a dominat