Zhong Li
4 papers in the PaperMetrix corpus
Papers by this author
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How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?
2020 · arXiv (Cornell University)
Unsupervised domain adaptation (UDA) aims to train a target classifier with labeled samples from the source domain and unlabeled samples from the target domain. Classical UDA learning bounds show that target risk is upper bounded …
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A Brief Survey on the Approximation Theory for Sequence Modelling
2023 · arXiv (Cornell University)
We survey current developments in the approximation theory of sequence modelling in machine learning. Particular emphasis is placed on classifying existing results for various model architectures through the lens of classical approximation paradigms, and the …
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Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation
2023 · arXiv (Cornell University)
Recently, the large language models (LLMs) have shown extraordinary ability in understanding natural language and generating programming code. It has been a common practice of software engineers to consult LLMs when encountering coding questions. Although …
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Optimality Conditions for Fuzzy Optimization Problems with Generalized Convexity Under the Granular Concept
2025
In recent years, there has been an increasing interest in uncertainty optimization problems. Fuzzy optimization is one of the methods to study real world uncertainty problems, which contain uncertain data and therefore are not well …