| 2026 | AAAI | A Reasoning Paradigm for Named Entity Recognition. | Hui Huang, Yanping Chen, Ruizhang Huang, Chuan Lin, Yongbin Qin |
| 2026 | AAAI | Intuitive Thinking: Expanding Large Language Models' Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction. | Lintao Long, Ruizhang Huang, Ruina Bai, Yongbin Qin, Qihang Fu |
| 2025 | ACL | Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks. | Qihang Fu, Yongbin Qin, Ruizhang Huang, Yanping Chen, Yulin Zhou, Lintao Long |
| 2025 | COLING | CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning. | Jinze Sun, Yongpan Sheng, Lirong He, Yongbin Qin, Ming Liu, Tao Jia |
| 2025 | PRICAI | An Active Structure-Learning Strategy for LLMs-Based Document-Level Event Extraction. | Jinming Zhang, Yanping Chen, Anqi Zou, Ruizhang Huang, Yongbin Qin |
| 2024 | CVPR | MoCha-Stereo: Motif Channel Attention Network for Stereo Matching. | Ziyang Chen, Wei Long, He Yao, Yongjun Zhang, Bingshu Wang, Yongbin Qin, Jia Wu |
| 2023 | ICDM | Deep Multi-kernel Clustering Network. | Lina Ren, Ruizhang Huang, Shengwei Ma, Yongbin Qin, Yanping Chen, Chuan Lin |