| 2026 | PAKDD | DENI: A Density-Enhanced Hybrid Sampling Framework with Neighborhood Information for Noisy Imbalanced Classification. | Tian Tan, Yuhong Xu, Peijie Huang |
| 2025 | ACL | Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models. | Weizhen Li, Junbao Huang, Peijie Huang, Yuhong Xu, Jiekun Fan |
| 2025 | ACL | ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent. | Shangjian Yin, Peijie Huang, Jiatian Chen, Haojing Huang, Yuhong Xu |
| 2025 | COLING | MIDLM: Multi-Intent Detection with Bidirectional Large Language Models. | Shangjian Yin, Peijie Huang, Yuhong Xu |
| 2025 | EMNLP | From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection. | Junbao Huang, Weizhen Li, Peijie Huang, Yuhong Xu |
| 2025 | ICASSP | Multi-level Encoder with Global Topic for Task-oriented Dialogue Summarization. | Zhuoqi He, Peijie Huang, Yuhong Xu, Youming Peng, Mingzhi Xu, Xinyang Lin |
| 2025 | ICASSP | Enhancing Cross-Domain Slot Filling with Joint LLM Data Generation and Data Curation. | Peijie Huang, Weizhen Li, Yuhong Xu, Junbao Huang |
| 2024 | AAAI | Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction. | Shangjian Yin, Peijie Huang, Yuhong Xu |
| 2024 | ACL | DMIN: A Discourse-specific Multi-granularity Integration Network for Conversational Aspect-based Sentiment Quadruple Analysis. | Peijie Huang, Xisheng Xiao, Yuhong Xu, Jiawei Chen |
| 2024 | EMNLP | Logits Reranking via Semantic Labels for Hard Samples in Text Classification. | Peijie Huang, Junbao Huang, Yuhong Xu, Weizhen Li, Xisheng Xiao |
| 2024 | ICASSP | Exploring Label Hierarchy in Dialogue Intent Classification. | Simin Huang, Peijie Huang, Yuhong Xu, Jingzhou Liang, Jingde Niu |
| 2024 | ICASSP | Anchor-Guided GAN with Contrastive Loss for Low-Resource Out-of-Domain Detection. | Jiankai Zhu, Peijie Huang, Ziheng Ruan, Yuhui Zhu, Chaojie Liang, Yuhong Xu |
| 2023 | ICASSP | SDTN: Speaker Dynamics Tracking Network for Emotion Recognition in Conversation. | Jiawei Chen, Peijie Huang, Guotai Huang, Qianer Li, Yuhong Xu |
| 2021 | IJCNN | Local Tangent Generative Adversarial Network for Imbalanced Data Classification. | Zhihao Li, Zhiwen Yu, Kaixiang Yang, Yifan Shi, Yuhong Xu, C. L. Philip Chen |
| 2019 | CIKM | Understanding Default Behavior in Online Lending. | Yang Yang, Yuhong Xu, Chunping Wang, Yizhou Sun, Fei Wu, Yueting Zhuang, Ming Gu |
| 2010 | CVPR | Robust video denoising using low rank matrix completion. | Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu |