| 2025 | ACL | Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding. | Zhanpeng Chen, Mingxiao Li, Ziyang Chen, Nan Du, Xiaolong Li, Yuexian Zou |
| 2025 | ACL | ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks. | Zijing Zhang, Zhanpeng Chen, He Zhu, Ziyang Chen, Nan Du, Xiaolong Li |
| 2025 | EMNLP | VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training. | Zhanpeng Chen, Chengjin Xu, Yiyan Qi, Xuhui Jiang, Jian Guo |
| 2024 | ACL | MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. | Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang, Yuexian Zou |
| 2024 | ACL | Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. | Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou |
| 2024 | CIKM | SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. | Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Zhichang Wang, Zhiqi Huang, Yuexian Zou |
| 2024 | EMNLP | Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System. | Zhanpeng Chen, Zhihong Zhu, Wanshi Xu, Xianwei Zhuang, Yuexian Zou |
| 2024 | EMNLP | Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection. | Zhanpeng Chen, Zhihong Zhu, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou |
| 2024 | EMNLP | Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System. | Wanshi Xu, Xuxin Cheng, Zhihong Zhu, Zhanpeng Chen, Yuexian Zou |
| 2024 | EMNLP | What are the Generator Preferences for End-to-end Task-Oriented Dialog System? | Wanshi Xu, Xianwei Zhuang, Zhanpeng Chen, Zhihong Zhu, Xuxin Cheng, Yuexian Zou |
| 2024 | EMNLP | Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory. | Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen, Yuxin Xie, Liming Liang, Yuexian Zou |