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Jinlin Li

4 accepted papers

2025

CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint)

IJCAI 2025

The early detection and prediction of health status decline among the elderly at the neighborhood level are of great significance for urban planning and public health policymaking. While existing studies affirm the connection between living environments and health outcomes, most rely on single data

2025

FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation

AAAI 2025technical

As global populations age rapidly, incorporating age-specific considerations into urban planning has become essential to addressing the urgent demand for age-friendly built environments and ensuring sustainable urban development. However, current practices often overlook these considerations, result…

2025

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens

NeurIPS 2025spotlight

The recent rise of Large Reasoning Models (LRMs) has significantly improved multi-step reasoning performance, but often at the cost of generating excessively long reasoning chains. This paper revisits the efficiency of such reasoning processes through an information-theoretic lens, revealing a funda…

Cited by 0SourcecodeScholar
2018

Improving Colorectal Polyp Classification Based on Physical Examination Data - An Ensemble Learning Approach

RA-L 2018

Colorectal cancer is a common type of cancer. Due to the alarming incidence and mortality rate, it has received increasing attention on early detection and treatment. Colorectal polyps form and grow at initial stages of most colorectal cancer cases. Due to rather stringent medical resource availabil

Cited by 6SourceScholar