publications

2025

1. 

   TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models

   Yuxuan Gu, Wuyang Zhou , Giorgos Iacovides , and 1 more author

   arXiv preprint arXiv:2509.03234, 2025

   arXiv Bib PDF

   @article{gu2025tera,
     title = {TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models},
     author = {Gu, Yuxuan and Zhou, Wuyang and Iacovides, Giorgos and Mandic, Danilo},
     journal = {arXiv preprint arXiv:2509.03234},
     year = {2025},
   }

2. 

   TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs

   Yuxuan Gu, Wuyang Zhou , Giorgos Iacovides , and 1 more author

   IEEE International Joint Conference on Neural Networks (IJCNN 2025), 2025

   arXiv Bib PDF Code

   @article{gu2025tensorllm,
     title = {TensorLLM: Tensorising Multi-Head Attention for Enhanced Reasoning and Compression in LLMs},
     author = {Gu, Yuxuan and Zhou, Wuyang and Iacovides, Giorgos and Mandic, Danilo},
     journal = {IEEE International Joint Conference on Neural Networks (IJCNN 2025)},
     year = {2025}
   }

2024

1. 

   Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network

   Yuxuan Gu, Catherine Spurin , and Gege Wen

   NeurIPS 2024 Workshop on Machine Learning and the Physical Sciences, 38th conference on Neural Information Processing Systems (NeurIPS), 2024

   arXiv Bib PDF Poster

   @article{gu2024learning,
     title = {Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network},
     author = {Gu, Yuxuan and Spurin, Catherine and Wen, Gege},
     journal = {NeurIPS 2024 Workshop on Machine Learning and the Physical Sciences, 38th conference on Neural Information Processing Systems (NeurIPS)},
     year = {2024}
   }