Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. - Zhichao Duan 001; Xiuxing Li; Zhengyan Zhang; Zhenyu Li 008; Ning Liu 014; Jianyong Wang 001 (ICBK, 2021)

Jointly Modeling Fact Triples and Text Information for Knowledge Base Completion. - Xiuxing Li; Zhenyu Li 008; 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 008; Zhuo Wang 006; Jianyong Wang 001 (EMNLP (Findings), 2022)

Effective Few-Shot Named Entity Linking by Meta-Learning. - Xiuxing Li; Zhenyu Li 008; 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 008; Xiuxing Li; Zhichao Duan 001; Bowen Dong 005; Ning Liu 014; Jianyong Wang 001 (ICDE, 2023)

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering. - Zhenyu Li 008; Sunqi Fan; Yu Gu; Xiuxing Li; Zhichao Duan 001; Bowen Dong 005; Ning Liu 014; Jianyong Wang 001 (AAAI, 2024)

Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints. - Minjia Wang 001; Fangzhou Liu; Xiuxing Li; Bowen Dong 005; Zhenyu Li 008; Tengyu Pan; Jianyong Wang 001 (EMNLP, 2024)

UniMem: Towards a Unified View of Long-Context Large Language Models. - Junjie Fang; Likai Tang; Hongzhe Bi; Yujia Qin; Si Sun; Zhenyu Li 008; Haolun Li 003; Yongjian Li; Xin Cong; Yukun Yan; Xiaodong Shi; Sen Song; et al. (CoRR, 2024)

FocusLLM: Scaling LLM's Context by Parallel Decoding. - Zhenyu Li 008; Yike Zhang; Tengyu Pan; Yutao Sun; Zhichao Duan 001; Junjie Fang; Rong Han; Zixuan Wang; Jianyong Wang 001 (CoRR, 2024)

Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework. - Zhenyu Li 008; 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 008; Xiuxing Li; Jianyong Wang 001 (AAAI, 2025)

Maximum Score Routing For Mixture-of-Experts. - Bowen Dong 005; Yilong Fan; Yutao Sun; Zhenyu Li 008; Tengyu Pan; Zhou Xun; Jianyong Wang 001 (ACL (Findings), 2025)

FocusLLM: Precise Understanding of Long Context by Dynamic Condensing. - Zhenyu Li 008; Yike Zhang; Tengyu Pan; Yutao Sun; Zhichao Duan 001; Junjie Fang; Rong Han; Zixuan Wang; Jianyong Wang 001 (ACL (1), 2025)

Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings. - Tengyu Pan; Zhichao Duan 001; Zhenyu Li 008; Bowen Dong 005; 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 008; Ji Wu; Xiuxing Li; Jianyong Wang 001 (ICASSP, 2025)

FORA: An Efficient One-for-All Cross-Task Reasoning Framework for Financial Domain via LLMs. - Zhichao Duan 001; Tengyu Pan; Zhenyu Li 008; Bowen Dong 005; Xiuxing Li; Jianyong Wang 001 (WISE (Workshops, 1), 2025)

TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding. - Ziyu Wang; Tengyu Pan; Zhenyu Li 008; Wu Ji; Xiuxing Li; Jianyong Wang 001 (CoRR, 2025)

COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction. - Zhichao Duan 001; Tengyu Pan; Zhenyu Li 008; Xiuxing Li; Jianyong Wang 001 (CoRR, 2025)

Efficient Attention Mechanisms for Large Language Models: A Survey. - Yutao Sun; Zhenyu Li 008; Yike Zhang; Tengyu Pan; Bowen Dong 005; Yuyi Guo; Jianyong Wang 001 (CoRR, 2025)

Maximum Score Routing For Mixture-of-Experts. - Bowen Dong 005; Yilong Fan; Yutao Sun; Zhenyu Li 008; Tengyu Pan; Xun Zhou; Jianyong Wang 001 (CoRR, 2025)