Dialogue State Tracking with Explicit Slot Connection Modeling. - Yawen Ouyang; Moxin Chen; Xinyu Dai; Yinggong Zhao; Shujian Huang; Jiajun Chen 001 (ACL, 2020)

Energy-based Unknown Intent Detection with Data Manipulation. - Yawen Ouyang; Jiasheng Ye; Yu Chen; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (ACL/IJCNLP (Findings), 2021)

MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification. - Pengfei Sun; Yawen Ouyang; Wenming Zhang; Xinyu Dai (IJCAI, 2021)

Towards Multi-label Unknown Intent Detection. - Yawen Ouyang; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Self-Supervised Task Augmentation for Few-Shot Intent Detection. - Pengfei Sun; Yawen Ouyang; Dingjie Song; Xin-Yu Dai (J. Comput. Sci. Technol., 2022)

On Prefix-tuning for Lightweight Out-of-distribution Detection. - Yawen Ouyang; Yongchang Cao; Yuan Gao; Zhen Wu 002; Jianbing Zhang; Xinyu Dai (ACL (1), 2023)

Debias NLU Datasets via Training-free Perturbations. - Qi Guo; Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2023)

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Yawen Ouyang; Jianbing Zhang; Xinyu Dai (EMNLP, 2023)

Episode-Based Prompt Learning for Any-Shot Intent Detection. - Pengfei Sun; Dingjie Song; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (NLPCC (1), 2023)

IDOS: A Unified Debiasing Method via Word Shuffling. - Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Baohua Zhang; Jiaying Zhang; Xinyu Dai (NLPCC (2), 2023)

Cobra Effect in Reference-Free Image Captioning Metrics. - Zheng Ma; Changxin Wang; Yawen Ouyang; Fei Zhao 012; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (CoRR, 2024)

A Periodic Bayesian Flow for Material Generation. - Hanlin Wu; Yuxuan Song; Jingjing Gong; Ziyao Cao; Yawen Ouyang; Jianbing Zhang; Hao Zhou 012; Wei-Ying Ma; Jingjing Liu (ICLR, 2025)

MoMa: A Modular Deep Learning Framework for Material Property Prediction. - Botian Wang; Yawen Ouyang; Yaohui Li; Yiqun Wang; Haorui Cui; Jianbing Zhang; Xiaonan Wang; Wei-Ying Ma; Hao Zhou 012 (CoRR, 2025)