| 2026 | ICDE | SSC-Join: An Efficient Syntactic-Semantic Collaboration Based Set Semantic Similarity Join Algorithm. | Lianyin Jia, Chengchen Zeng, Mengjuan Li, Suprio Ray, Yinong Chen, Jiaman Ding, Xiuxing Li |
| 2026 | SIGIR | An Asymmetric-difference based Document Exact Similarity Search Algorithm. | Lianyin Jia, Yongxue Zhao, Mengjuan Li, Xiuxing Li, Ying Jiang, Jiaman Ding |
| 2025 | AAAI | COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction. | Zhichao Duan, Tengyu Pan, Zhenyu Li, Xiuxing Li, Jianyong Wang |
| 2025 | ACL | Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings. | Tengyu Pan, Zhichao Duan, Zhenyu Li, Bowen Dong, Ning Liu, Xiuxing Li, Jianyong Wang |
| 2025 | ICASSP | 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 |
| 2025 | ICDE | A Length Enhanced B | Lianyin Jia, Shiqi Luo, Jiaman Ding, Suprio Ray, Mengjuan Li, Xiuxing Li |
| 2025 | WISE | FORA: An Efficient One-for-All Cross-Task Reasoning Framework for Financial Domain via LLMs. | Zhichao Duan, Tengyu Pan, Zhenyu Li, Bowen Dong, Xiuxing Li, Jianyong Wang |
| 2024 | AAAI | FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering. | Zhenyu Li, Sunqi Fan, Yu Gu, Xiuxing Li, Zhichao Duan, Bowen Dong, Ning Liu, Jianyong Wang |
| 2024 | AAAI | TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling. | Longxiang Liu, Xiuxing Li, Yang Feng |
| 2024 | EMNLP | 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 |
| 2024 | ICASSP | Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models. | Xiu Su, Shan You, Hongyan Xu, Xiuxing Li, Jun Long, Yi Chen, Chang Xu |
| 2023 | ICDE | Toward a Unified Framework for Unsupervised Complex Tabular Reasoning. | Zhenyu Li, Xiuxing Li, Zhichao Duan, Bowen Dong, Ning Liu, Jianyong Wang |
| 2022 | EMNLP | Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling. | Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang |
| 2022 | ICDE | Effective Few-Shot Named Entity Linking by Meta-Learning. | Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang |
| 2020 | DASFAA | Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. | Ning Liu, Wei Zhang, Xiuxing Li, Haitao Yuan, Jianyong Wang |
| 2019 | DASFAA | Knowledge Base Error Detection with Relation Sensitive Embedding. | San Kim, Xiuxing Li, Kaiyu Li, Jianhua Feng, Yan Huang, Songfan Yang |
| 2017 | ICDE | An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes. | Yong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing, Xiaojie Yuan |