| 2025 | KDD | LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning. | Fanshuang Kong, Richong Zhang, Ziqiao Wang |
| 2025 | WWW | Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations. | Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen, Ziqiao Wang |
| 2024 | AAAI | On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning. | Fanshuang Kong, Richong Zhang, Ziqiao Wang, Yongyi Mao |
| 2023 | WWW | Word Sense Disambiguation by Refining Target Word Embedding. | Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, Yongyi Mao |
| 2022 | EMNLP | DropMix: A Textual Data Augmentation Combining Dropout with Mixup. | Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao |
| 2021 | ACL | Hypernym Discovery via a Recurrent Mapping Model. | Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen, Yongyi Mao |
| 2019 | AAAI | LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion. | Fanshuang Kong, Richong Zhang, Yongyi Mao, Ting Deng |
| 2019 | WWW | A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity. | Fanshuang Kong, Richong Zhang, Hongyu Guo, Samuel Mensah, Zhiyuan Hu, Yongyi Mao |
| 2018 | AAAI | Embedding of Hierarchically Typed Knowledge Bases. | Richong Zhang, Fanshuang Kong, Chenyue Wang, Yongyi Mao |