| 2026 | AAAI | Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts. | Xu Liu, Yongheng Zhang, Qiguang Chen, Yao Li, Sheng Wang, Libo Qin |
| 2025 | ACL | CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models. | Yongheng Zhang, Xu Liu, Ruoxi Zhou, Qiguang Chen, Hao Fei, Wenpeng Lu, Libo Qin |
| 2025 | ICASSP | Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images. | Yongheng Zhang, Danfeng Yan |
| 2025 | ICASSP | Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression. | Yongheng Zhang, Danfeng Yan |
| 2024 | ACL | AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought. | Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin |
| 2024 | EMNLP | Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information. | Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin |
| 2024 | ICASSP | LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification. | Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin |