Lin Zhao

Business Intelligence Application of Enhanced Learning in Big Data Scenario

2019 · 2019 International Joint Conference on Information, Media and Engineering (IJCIME)

The arrival of the era of big data has made the type and distribution of business data structure change qualitatively. In some scenarios, traditional business intelligence tools have been unable to meet the needs of …

Learning Agile Flight Maneuvers: Deep SE(3) Motion Planning and Control for Quadrotors

2022 · arXiv (Cornell University)

Agile flights of autonomous quadrotors in cluttered environments require constrained motion planning and control subject to translational and rotational dynamics. Traditional model-based methods typically demand complicated design and heavy computation. In this paper, we develop …

LIME-Explained Small-Scale Tabular Transformer Used for Improving the Classification Performance of Multi-Category Causes of Death in Colorectal Cancer

2023

The timely identification and treatment of Colorectal cancer (CRC) are pivotal for enhancing patient prognosis. This paper presents a data-driven machine learning approach that aims to address the challenges in CRC prognosis. First an efficient …

FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models

2024 · arXiv (Cornell University)

In recent years, there has been significant progress in the development of text-to-image generative models. Evaluating the quality of the generative models is one essential step in the development process. Unfortunately, the evaluation process could …

Structure-Infused Copy Mechanisms for Abstractive Summarization

2018 · arXiv (Cornell University)

Seq2seq learning has produced promising results on summarization. However, in many cases, system summaries still struggle to keep the meaning of the original intact. They may miss out important words or relations that play critical …