| 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 |
| 2022 | ICASSP | Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification. | Jiabao Xu, Peijie Huang, Youming Peng, Jiande Ding, Boxi Huang, Simin Huang |
| 2022 | ICASSP | A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling. | Zhanbiao Zhu, Peijie Huang, Haojing Huang, Shudong Liu, Leyi Lao |
| 2021 | ICASSP | GAN-Based Out-of-Domain Detection Using Both In-Domain and Out-of-Domain Samples. | Chaojie Liang, Peijie Huang, Wenbin Lai, Ziheng Ruan |
| 2021 | ICASSP | Knowledge-Based Chat Detection with False Mention Discrimination. | Wei Liu, Peijie Huang, Dongzhu Liang, Zihao Zhou |
| 2019 | Interspeech | Latent Topic Attention for Domain Classification. | Peisong Huang, Peijie Huang, Wencheng Ai, Jiande Ding, Jinchuan Zhang |
| 2016 | ICMLC | Empirical evaluation of contextual combinations in recommendation system. | Ziwei Fan, Ying-Zhi Peng, Peijie Huang, Pi-Yuan Lin, Yi-Kui Chen, Zhen-Fa Chen, Kai-Yin Li |
| 2015 | CCGRID | Discriminative Model for Google Host Load Prediction with Rich Feature Set. | Peijie Huang, Dashu Ye, Ziwei Fan, Peisen Huang, Xuezhen Li |
| 2015 | CCGRID | Modeling the Task of Google MapReduce Workload. | Xiaoyang Lin, Piyuan Lin, Peijie Huang, Linxiao Chen, Ziwei Fan, Peisen Huang |
| 2015 | ICMLC | A feature generation framework for Google trace analysis. | Ziwei Fan, Peijie Huang, Peisen Huang, Linxiao Chen, Yu-Qing Xiao, Ming-Xiang Huo, Yu Liang |
| 2015 | ICMLC | A sparse feature representation for genetic data analysis. | Hua-Hao Liu, Peijie Huang, Pi-Yuan Lin, Wen-Hu Lin, Pei-Heng Qi, Chong-Hua Song |
| 2010 | ICMLC | Research on examination of broiler price periods in data mining. | Xu-Dong Lin, Shang-Wei Yan, Pi-Yuan Lin, Peijie Huang |
| 2007 | ICCS | Macro Adjustment Based Task Scheduling in Hierarchical Grid Market. | Peijie Huang, Hong Peng, Xuezhen Li |
| 2006 | VRST | Traversal fields for ray tracing dynamic scenes. | Peijie Huang, Wencheng Wang, Gang Yang, Enhua Wu |