Yu Li
9 papers in the PaperMetrix corpus
Papers by this author
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Research and Application of Micro-Services Framework for Public Information of Waterway
2019
Public information of waterway was usually serviced by waterway management departments in conventional means such as official websites, special Apps and so on. These service ways lead to that it is hard to make full …
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Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images
2019 · arXiv (Cornell University)
Goal: Squamous cell carcinoma of cervix is one of the most prevalent cancer worldwide in females. Traditionally, the most indispensable diagnosis of cervix squamous carcinoma is histopathological assessment which is achieved under microscope by pathologist. …
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A Framework For Differentiable Discovery Of Graph Algorithms
2021
Recently there is a surge of interests in using graph neural networks (GNNs) to learn algorithms. However, these works focus more on imitating existing algorithms, and are limited in two important aspects: the search space …
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Privacy-Aware Real Estate Recommendation in Cloud for Elderly Care Based on Historical Consumption Behaviors
2021 · IEEE Access
With the continuous progress of world economy and human society, people's life span is increasingly growing and as a result, the whole world is stepping into the aging society. In the aging society, the elder …
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Multi-Class Anomaly Detection
2021 · arXiv (Cornell University)
We study anomaly detection for the case when the normal class consists of more than one object category. This is an obvious generalization of the standard one-class anomaly detection problem. However, we show that jointly …
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Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning
2024 · arXiv (Cornell University)
While centralized servers pose a risk of being a single point of failure, decentralized approaches like blockchain offer a compelling solution by implementing a consensus mechanism among multiple entities. Merging distributed computing with cryptographic techniques, …
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PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes
2024 · arXiv (Cornell University)
Multimodal Large Language Models (MLLMs) have seen growing adoption across various scientific disciplines. These advancements encourage the investigation of molecule-text modeling within synthetic chemistry, a field dedicated to designing and conducting chemical reactions to synthesize …
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Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
2025 · arXiv (Cornell University)
Knowledge graphs are widely used in industrial applications, making error detection crucial for ensuring the reliability of downstream applications. Existing error detection methods often fail to effectively utilize fine-grained subgraph information and rely solely on …
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FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis
2025 · arXiv (Cornell University)
Training a model that effectively handles both common and rare data-i.e., achieving performance fairness-is crucial in federated learning (FL). While existing fair FL methods have shown effectiveness, they remain vulnerable to mislabeled data. Ensuring robustness …