Xiaohui Li

Institute of Physics — China

Computer Science · Physical Sciences

10h-index462citations33works2.02yr avg
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Research Topics

Explainable Artificial Intelligence (XAI)(8), Adversarial Robustness in Machine Learning(5), Physics of Superconductivity and Magnetism(4), Topic Modeling(3), Advanced Neural Network Applications(3)

Publications33 total

Electric-Field Induced Spin Wave Nonreciprocity in Noncoplanar Magnets
arXiv (Cornell University)·2025Open Access
Orbital magnetic field effect on spin waves in a triangular lattice tetrahedral antiferromagnetic insulator
Chinese Physics B·2025
Identifying effective nodes in term of the influence maximization on the social IoT networks using deep learning-based node embedding
Computing·2024· 6 cited
ViT-CX: Causal Explanation of Vision Transformers
2023· 25 citedOpen Access
Two-Stage Holistic and Contrastive Explanation of Image Classification
arXiv (Cornell University)·2023Open Access
Research on multi-label classification of Chinese judicial texts based on BERT-TextCNN
Third International Conference on Computer Vision and Data Mining (ICCVDM 2022)·2023
ViT-CX: Causal Explanation of Vision Transformers
arXiv (Cornell University)·2022· 2 citedOpen Access
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems
2022 IEEE 38th International Conference on Data Engineering (ICDE)·2022· 10 cited
Research on Bi-LSTM machine reading comprehension algorithm based on attention mechanism
Journal of Physics Conference Series·2022· 2 citedOpen Access
A Novel Meta-Attention Mechanism Based Few-Shot Learning Method
SSRN Electronic Journal·2022Open Access
An Experimental Study of Quantitative Evaluations on Saliency Methods
2021· 35 cited
Counterfactual Explanations in Explainable AI: A Tutorial
2021· 11 cited
Prioritized Experience Replay Method Based on Experience Reward
2021· 15 cited
Table of Contents
2021Open Access
Correlational graph attention-based Long Short-Term Memory network for multivariate time series prediction
Applied Soft Computing·2021· 43 cited
Quantitative Evaluations on Saliency Methods: An Experimental Study
arXiv (Cornell University)·2020· 14 citedOpen Access
A Survey of Data-driven and Knowledge-aware eXplainable AI
IEEE Transactions on Knowledge and Data Engineering·2020· 226 cited
Generalized Falicov-Kimball models
Physical review. B./Physical review. B·2019· 7 citedOpen Access
Orbital limit and Gaussian fluctuation effects in flat-band superconductors with pseudomagnetic fields
Physical review. B./Physical review. B·2019Open Access
Reverse-Learning Particle Swarm Optimization Algorithm Based on Niching Technology
2018· 4 cited
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Frequent Co-authors

Caleb Chen Cao(8), Yuhan Shi(3), Wei Bai(3), Lei Chen(3), Haoyang Li(3), Weiyan Xie(3), Nevin L. Zhang(3), Tomohiro Murata(3), Xiaomeng Wu(3), Xun Xue(2), Shuang Han(2), Hongbin Dong(2), Zewei Chen(2), Tai Kai Ng(2), Shendi Wang(2), Han Gao(1), Luyu Qiu(1), Cong Wang(1), Yuanyuan Gao(1), Shenjia Zhang(1)