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)

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

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

FocusLLM: Precise Understanding of Long Context by Dynamic Condensing. - Zhenyu Li; 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; Bowen Dong; Ning Liu 014; Xiuxing Li; Jianyong Wang 001 (ACL (1), 2025)

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. - Weilin Zhao; Tengyu Pan; Xu Han 007; Yudi Zhang; Sun Ao; Yuxiang Huang; Kaihuo Zhang; Weilun Zhao; Yuxuan Li; Jie Zhou 016; Hao Zhou 012; Jianyong Wang 001; et al. (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)

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)

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. - Weilin Zhao; Tengyu Pan; Xu Han 007; Yudi Zhang; Ao Sun; Yuxiang Huang; Kaihuo Zhang; Weilun Zhao; Yuxuan Li; Jianyong Wang 001; Zhiyuan Liu 001; Maosong Sun 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)

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

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