Xiaoxuan Liao

According to our database, Xiaoxuan Liao authored at least 8 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Fine-Tuning Approach for T5 Using Knowledge Graphs to Address Complex Tasks.

Xiaoxuan Liao, Binrong Zhu, Jacky He, Guiran Liu, Hongye Zheng, Jia Gao

CoRR, February, 2025

A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning.

Jia Gao, Shuangquan Lyu, Guiran Liu, Binrong Zhu, Hongye Zheng, Xiaoxuan Liao

CoRR, February, 2025

Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models.

Xiaoxuan Liao, Chihang Wang, Shicheng Zhou, Jiacheng Hu, Hongye Zheng, Jia Gao

CoRR, January, 2025

Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer.

Jia Gao, Guiran Liu, Binrong Zhu, Shicheng Zhou, Hongye Zheng, Xiaoxuan Liao

CoRR, January, 2025

2024

Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models.

Shuo Wang, Chihang Wang, Jia Gao, Zhen Qi, Hongye Zheng, Xiaoxuan Liao

CoRR, 2024

Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks.

Jiacheng Hu, Xiaoxuan Liao, Jia Gao, Zhen Qi, Hongye Zheng, Chihang Wang

CoRR, 2024

Adaptive Optimization for Enhanced Efficiency in Large-Scale Language Model Training.

Jiajing Chen, Bingying Liu, Xiaoxuan Liao, Jia Gao, Hongye Zheng, Yue Li

CoRR, 2024

Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs.

Junliang Du, Guiran Liu, Jia Gao, Xiaoxuan Liao, Jiacheng Hu, Linxiao Wu

CoRR, 2024