Xujiang Zhao
3 papers in the PaperMetrix corpus
Papers by this author
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Quantifying Classification Uncertainty using Regularized Evidential Neural Networks
2019 · arXiv (Cornell University)
Traditional deep neural nets (NNs) have shown the state-of-the-art performance in the task of classification in various applications. However, NNs have not considered any types of uncertainty associated with the class probabilities to minimize risk …
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Evidence-Based Out-of-Distribution Detection on Multi-Label Graphs
2025 · Society for Industrial and Applied Mathematics eBooks
The Out-of-Distribution (OOD) problem in graph-structured data is becoming increasingly important in various areas of research and applications, including social network recommendation [36], protein function detection[9, 21], etc. Furthermore, owing to the inherent multi-label properties …
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MixLLM: Dynamic Routing in Mixed Large Language Models
2025
Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human …