Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. - Bowen Dong 005; Yuan Yao 013; Ruobing Xie; Tianyu Gao 001; Xu Han 007; Zhiyuan Liu 001; Fen Lin 002; Leyu Lin; Maosong Sun 001 (COLING, 2020)

Prompt Tuning for Discriminative Pre-trained Language Models. - Yuan Yao 013; Bowen Dong 005; Ao Zhang; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu 001; Leyu Lin; Maosong Sun 001; Jianyong Wang 001 (ACL (Findings), 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)

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)

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)

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)

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)