An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes. - Yong Zhang 002; Xiuxing Li; Jin Wang 007; Ying Zhang 015; Chunxiao Xing; Xiaojie Yuan (ICDE, 2017)

Knowledge Base Error Detection with Relation Sensitive Embedding. - San Kim; Xiuxing Li; Kaiyu Li; Jianhua Feng; Yan Huang; Songfan Yang (DASFAA (1), 2019)

Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. - Ning Liu 014; Wei Zhang 056; Xiuxing Li; Haitao Yuan 002; Jianyong Wang 001 (DASFAA (1), 2020)

Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. - Zhichao Duan 001; Xiuxing Li; Zhengyan Zhang; Zhenyu Li; Ning Liu 014; Jianyong Wang 001 (ICBK, 2021)

Jointly Modeling Fact Triples and Text Information for Knowledge Base Completion. - Xiuxing Li; Zhenyu Li; Zhichao Duan 001; Jiacheng Xu; Ning Liu 014; Jianyong Wang 001 (ICBK, 2021)

Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling. - Zhichao Duan 001; Xiuxing Li; Zhenyu Li; Zhuo Wang 006; Jianyong Wang 001 (EMNLP (Findings), 2022)

Effective Few-Shot Named Entity Linking by Meta-Learning. - Xiuxing Li; Zhenyu Li; Zhengyan Zhang; Ning Liu 014; Haitao Yuan 002; Wei Zhang 056; Zhiyuan Liu 001; Jianyong Wang 001 (ICDE, 2022)

Toward a Unified Framework for Unsupervised Complex Tabular Reasoning. - Zhenyu Li; Xiuxing Li; Zhichao Duan 001; Bowen Dong; Ning Liu 014; Jianyong Wang 001 (ICDE, 2023)

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today. - Zhuo Wang 006; Rongzhen Li; Bowen Dong; Jie Wang; Xiuxing Li; Ning Liu 014; Chenhui Mao; Wei Zhang 056; Liling Dong; Jing Gao; Jianyong Wang 001 (CoRR, 2023)

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering. - Zhenyu Li; Sunqi Fan; Yu Gu; Xiuxing Li; Zhichao Duan 001; Bowen Dong; Ning Liu 014; Jianyong Wang 001 (AAAI, 2024)

TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling. - Longxiang Liu; Xiuxing Li; Yang Feng (AAAI, 2024)

Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints. - Minjia Wang; Fangzhou Liu; Xiuxing Li; Bowen Dong; Zhenyu Li; Tengyu Pan; Jianyong Wang 001 (EMNLP, 2024)

Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models. - Xiu Su; Shan You; Hongyan Xu 002; Xiuxing Li; Jun Long; Yi Chen; Chang Xu 002 (ICASSP, 2024)

MetaDD: Boosting Dataset Distillation with Neural Network Architecture-Invariant Generalization. - Yunlong Zhao 003; Xiaoheng Deng; Xiu Su; Hongyan Xu 002; Xiuxing Li; Yijing Liu; Shan You (CoRR, 2024)

BLSAN: A Brain Lateralization-Guided Subject Adaptive Network for Motor Imagery Classification. - Fulin Wei; Xueyuan Xu; Qing Li 027; Xiuxing Li; Xia Wu 001 (IEEE Signal Process. Lett., 2024)

MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning. - Yan Zhuang; Junyan Zhang; Ruogu Lu; Kunlun He; Xiuxing Li (ACM Trans. Intell. Syst. Technol., 2024)

BDAN-SPD: A Brain Decoding Adversarial Network Guided by Spatiotemporal Pattern Differences for Cross-Subject MI-BCI. - Fulin Wei; Xueyuan Xu; Xiuxing Li; Xia Wu 001 (IEEE Trans. Ind. Informatics, 2024)

Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework. - Zhenyu Li; Xiuxing Li; Sunqi Fan; Jianyong Wang 001 (IEEE Trans. Knowl. Data Eng., 2024)

COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction. - Zhichao Duan 001; Tengyu Pan; Zhenyu Li; Xiuxing Li; Jianyong Wang 001 (AAAI, 2025)

Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings. - Tengyu Pan; Zhichao Duan 001; Zhenyu Li; Bowen Dong; Ning Liu 014; Xiuxing Li; Jianyong Wang 001 (ACL (1), 2025)

TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding. - Ziyu Wang; Tengyu Pan; Zhenyu Li; Ji Wu; Xiuxing Li; Jianyong Wang 001 (ICASSP, 2025)

A Length Enhanced B+-Tree Based Index for Efficient Set Similarity Query. - Lianyin Jia; Shiqi Luo; Jiaman Ding; Suprio Ray; Mengjuan Li; Xiuxing Li (ICDE, 2025)

TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding. - Ziyu Wang; Tengyu Pan; Zhenyu Li; Wu Ji; Xiuxing Li; Jianyong Wang 001 (CoRR, 2025)

Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification. - Kexin Di; Xiuxing Li; Yuyang Han; Ziyu Li; Qing Li 027; Xia Wu 001 (CoRR, 2025)

COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction. - Zhichao Duan 001; Tengyu Pan; Zhenyu Li; Xiuxing Li; Jianyong Wang 001 (CoRR, 2025)

BrainyMP: Enhancing Motion Planning Using Graph Neural Network Inspired by Brain Spatial Relational Memory. - Tianyuan Jia; Ziyu Li; Qing Li 027; Xiuxing Li; Xia Wu 001 (IEEE Trans. Intell. Transp. Syst., 2025)

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning. - Chang Tian; Matthew B. Blaschko; Mingzhe Xing; Xiuxing Li; Yinliang Yue; Marie-Francine Moens (CoRR, 2025)