Yao Lei Xu
Imperial College London
H-index: 6
Europe-United Kingdom
Top articles of Yao Lei Xu
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Modeling of Multiway Data on Graphs
Neural Computation
2023/7/12
Yao Lei Xu
H-Index: 2
Tensorgpt: Efficient compression of the embedding layer in llms based on the tensor-train decomposition
arXiv preprint arXiv:2307.00526
2023/7/2
Yao Lei Xu
H-Index: 2
Financial News Classification Model for NLP-based Bond Portfolio Construction
2023/6/11
Yao Lei Xu
H-Index: 2
A comparative study on ML-based approaches for Main Entity Detection in Financial Reports
2023/6/11
Yao Lei Xu
H-Index: 2
Text Mining for Sentiment Analysis in Bond Portfolio Construction
2023/6/11
Yao Lei Xu
H-Index: 2
Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in Large-Scale Statistical Learning
2023/6/4
Yao Lei Xu
H-Index: 2
Hierarchical graph learning for stock market prediction via a domain-aware graph pooling operator
2023/6/4
Yao Lei Xu
H-Index: 2
Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains
arXiv preprint arXiv:2303.13565
2023/3/23
Yao Lei Xu
H-Index: 2
Complexity-based Financial Stress Evaluation
arXiv preprint arXiv:2212.02281
2022/12/5
Yao Lei Xu
H-Index: 2
Graph and tensor-train recurrent neural networks for high-dimensional models of limit order books
2022/11/2
Efficient Hyperparameter Optimization Through Tensor Completion
2022/9/29
Yao Lei Xu
H-Index: 2
Danilo Mandic
H-Index: 48
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]
IEEE Signal Processing Magazine
2022/8/29
Ilya Kisil
H-Index: 4
Yao Lei Xu
H-Index: 2
Variational Bayesian Tensor Networks with Structured Posteriors
2022/5/23
Yao Lei Xu
H-Index: 2
Low-complexity attention modelling via graph tensor networks
2022/5/23
Yao Lei Xu
H-Index: 2
Reducing computational complexity of tensor contractions via tensor-train networks
arXiv preprint arXiv:2109.00626
2021/9/1
Ilya Kisil
H-Index: 4
Yao Lei Xu
H-Index: 2
Recurrent graph tensor networks: A low-complexity framework for modelling high-dimensional multi-way sequences
2021/8/23
Yao Lei Xu
H-Index: 2
Tensor-train recurrent neural networks for interpretable multi-way financial forecasting
2021/7/18
Yao Lei Xu
H-Index: 2
Graph theory for metro traffic modelling
2021/7/18
Yao Lei Xu
H-Index: 2
Tensor Networks for Multi-Modal Non-Euclidean Data
arXiv preprint arXiv:2103.14998
2021/3/27
Yao Lei Xu
H-Index: 2
A Tensorized Spectral Attention Mechanism for Efficient Natural Language Processing
the Second Workshop on Quantum Tensor Networks in Machine Learning, 35th Conference on Neural Information Processing Systems (NIPS)
2021
Yao Lei Xu
H-Index: 2
