| 2025 | AAAI | Data with High and Consistent Preference Difference Are Better for Reward Model. | Qi Lin, Hengtong Lu, Caixia Yuan, Xiaojie Wang, Huixing Jiang, Wei Chen |
| 2025 | AAAI | A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation. | Shiyu Tian, Shuyue Xing, Xingrui Li, Yangyang Luo, Caixia Yuan, Wei Chen, Huixing Jiang, Xiaojie Wang |
| 2025 | ACL | Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models. | Yuheng Lu, Bingshuo Qian, Caixia Yuan, Huixing Jiang, Xiaojie Wang |
| 2024 | ACL | KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning. | Shiyu Tian, Yangyang Luo, Tianze Xu, Caixia Yuan, Huixing Jiang, Chen Wei, Xiaojie Wang |
| 2022 | ACL | Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning. | Yutao Mou, Keqing He, Yanan Wu, Zhiyuan Zeng, Hong Xu, Huixing Jiang, Wei Wu, Weiran Xu |
| 2022 | ACL | Co-VQA : Answering by Interactive Sub Question Sequence. | Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang |
| 2022 | NAACL | Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold. | Yanan Wu, Keqing He, Yuanmeng Yan, QiXiang Gao, Zhiyuan Zeng, Fujia Zheng, Lulu Zhao, Huixing Jiang, Wei Wu, Weiran Xu |
| 2022 | NAACL | Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization. | Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu |
| 2022 | SIGIR | ADPL: Adversarial Prompt-based Domain Adaptation for Dialogue Summarization with Knowledge Disentanglement. | Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Ruotong Geng, Huixing Jiang, Wei Wu, Weiran Xu |
| 2021 | AAAI | Converse, Focus and Guess - Towards Multi-Document Driven Dialogue. | Han Liu, Caixia Yuan, Xiaojie Wang, Yushu Yang, Huixing Jiang, Zhongyuan Wang |
| 2021 | ACL | Slot Transferability for Cross-domain Slot Filling. | Hengtong Lu, Zhuoxin Han, Caixia Yuan, Xiaojie Wang, Shuyu Lei, Huixing Jiang, Wei Wu |
| 2021 | ACL | Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System. | Yanan Wu, Zhiyuan Zeng, Keqing He, Hong Xu, Yuanmeng Yan, Huixing Jiang, Weiran Xu |
| 2021 | ACL | Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder. | Xiangyu Xi, Wei Ye, Shikun Zhang, Quanxiu Wang, Huixing Jiang, Wei Wu |
| 2021 | ACL | Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning. | Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Zijun Liu, Yanan Wu, Hong Xu, Huixing Jiang, Weiran Xu |
| 2021 | EMNLP | Task-Oriented Clustering for Dialogues. | Chenxu Lv, Hengtong Lu, Shuyu Lei, Huixing Jiang, Wei Wu, Caixia Yuan, Xiaojie Wang |
| 2021 | ICASSP | Improving Event Detection by Exploiting Label Hierarchy. | Xiangyu Xi, Wei Ye, Tong Zhang, Quanxiu Wang, Shikun Zhang, Huixing Jiang, Wei Wu |
| 2020 | COLING | Syntactic Graph Convolutional Network for Spoken Language Understanding. | Keqing He, Shuyu Lei, Yushu Yang, Huixing Jiang, Zhongyuan Wang |
| 2010 | NLDB | Second-Order HMM for Event Extraction from Short Message. | Huixing Jiang, Xiaojie Wang, Jilei Tian |