| 2026 | ACL | EvoMemKG: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning. | Shiyu Tian, Shuyue Xing, Zhuoxin Han, Caixia Yuan, Xiaojie Wang |
| 2026 | ICPR | Partial-Correlation Learning for Large Language Models with Skip-Tuning. | Yuheng Lu, Zuhe Song, Caixia Yuan, Xiaojie Wang |
| 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 |
| 2025 | EMNLP | CoTD-PO: Chain-of-Thought Distillation with Preference Optimization. | Lujie Niu, Haochen Sun, Fangkun Zhao, Sheng Chen, Zimeng Bai, Jiawei Zhang, Caixia Yuan, Xiaojie Wang |
| 2025 | EMNLP | Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents. | Haochen Sun, Shuwen Zhang, Lujie Niu, Lei Ren, Hao Xu, Hao Fu, Fangkun Zhao, Caixia Yuan, 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 |
| 2023 | AAAI | SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. | Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang |
| 2023 | ACL | Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. | Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang |
| 2023 | EMNLP | Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading. | Yangyang Luo, Shiyu Tian, Caixia Yuan, Xiaojie Wang |
| 2023 | ICASSP | Joint Modeling for ASR Correction and Dialog State Tracking. | Deyuan Wang, Tiantian Zhang, Caixia Yuan, Xiaojie Wang |
| 2023 | ICASSP | An Asynchronous Updating Reinforcement Learning Framework for Task-Oriented Dialog System. | Sai Zhang, Yuwei Hu, Xiaojie Wang, Caixia Yuan |
| 2023 | IWCMC | Introducing Natural Language-based Instruction Protocol for Intelligent Machine Collaborations. | Haobing Gong, Hui Gao, Yuting Feng, Caixia Yuan |
| 2022 | ACL | A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. | Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang |
| 2022 | ACL | Learn to Adapt for Generalized Zero-Shot Text Classification. | Yiwen Zhang, Caixia Yuan, Xiaojie Wang, Ziwei Bai, Yongbin Liu |
| 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 | EMNLP | Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. | Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang |
| 2021 | EMNLP | Task-Oriented Clustering for Dialogues. | Chenxu Lv, Hengtong Lu, Shuyu Lei, Huixing Jiang, Wei Wu, Caixia Yuan, Xiaojie Wang |
| 2019 | CoNLL | MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention. | Jiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai |
| 2012 | ICPR | A Linear Max K-min classifier. | Mingzhi Dong, Liang Yin, Weihong Deng, Qiang Wang, Caixia Yuan, Jun Guo, Li Shang, Liwei Ma |
| 2009 | ACL | Accurate Learning for Chinese Function Tags from Minimal Features. | Caixia Yuan, Fuji Ren, Xiaojie Wang |
| 2008 | IJCNLP | BUPT Systems in the SIGHAN Bakeoff 2007. | Ying Qin, Caixia Yuan, Jiashen Sun, Xiaojie Wang |