Rui Mao

Hilbert Index-based Outlier Detection Algorithm in Metric Space

2016 · International Journal of Grid and High Performance Computing

Big data is profoundly changing the lifestyles of people around the world in an unprecedented way. Driven by the requirements of applications across many industries, research on big data has been growing. Methods to manage …

Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection

2023 · arXiv (Cornell University)

While large language models (LLMs) such as ChatGPT and PaLM have demonstrated remarkable performance in various language understanding and generation tasks, their capabilities in complex reasoning and intricate knowledge utilization still fall short of human-level …

Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning

2024 · ACM Transactions on Intelligent Systems and Technology

Explainable recommender systems ( ERS ) aim to enhance users’ trust in the systems by offering personalized recommendations with transparent explanations. This transparency provides users with a clear understanding of the rationale behind the recommendations, …

Medical Report Generation via Multimodal Spatio-Temporal Fusion

2024

Medical report generation aims at automating the synthesis of accurate and comprehensive diagnostic reports from radiological images. The task can significantly enhance clinical decision-making and alleviate the workload on radiologists. Existing works normally generate reports …