Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature. - Linxiao Wu; Yuanshuai Luo; Binrong Zhu; Guiran Liu; Rui Wang; Qian Yu (ICBASE, 2024)

Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications. - Shaobo Liu; Guiran Liu; Binrong Zhu; Yuanshuai Luo; Linxiao Wu; Rui Wang (ICMLCA, 2024)

Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state. - Guiran Liu; Binrong Zhu (CoRR, 2024)

A Review of Intelligent Device Fault Diagnosis Technologies Based on Machine Vision. - Guiran Liu; Binrong Zhu (CoRR, 2024)

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, 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, 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, 2025)

Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction. - Xiaokai Wang; Guiran Liu; Binrong Zhu; Jacky He; Hongye Zheng; Hanlu Zhang (CoRR, 2025)

Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models. - Jacky He; Guiran Liu; Binrong Zhu; Hanlu Zhang; Hongye Zheng; Xiaokai Wang (CoRR, 2025)

Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning. - Hanlu Zhang; Yumeng Ma; Shuo Wang; Guiran Liu; Binrong Zhu (CoRR, 2025)

Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models. - Hongye Zheng; Yichen Wang; Ray Pan; Guiran Liu; Binrong Zhu; Hanlu Zhang (CoRR, 2025)

MARNet: Multi-scale adaptive relational network for robust point cloud completion via cross-modal fusion. - Jinlong Xie; Liping Zhang; Long Cheng 003; Jian Yao 005; Pengjiang Qian; Binrong Zhu; Guiran Liu (Inf. Fusion, 2026)