Huiqi Deng
Xi'an Jiaotong University(CN)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Bayesian Modeling and Causal Inference, Time Series Analysis and Forecasting
Most-Cited Works
- → Explainability for Large Language Models: A Survey(2024)483 cited
- → Machine learning model to predict recurrent ulcer bleeding in patients with history of idiopathic gastroduodenal ulcer bleeding(2019)60 cited
- → Invariant subspace learning for time series data based on dynamic time warping distance(2020)33 cited
- → UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction(2019)21 cited
- → Discovering and Explaining the Representation Bottleneck of DNNs(2021)16 cited
- → A Unified Taylor Framework for Revisiting Attribution Methods(2021)15 cited
- A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality Prediction.(2018)
- → Robust Shapelets Learning: Transform-Invariant Prototypes(2018)5 cited
- → Defining and Quantifying the Emergence of Sparse Concepts in DNNs(2021)3 cited