I am currently a postdoctoral researcher at Beihang University, supervised by Prof. Chunming Hu and Prof. Richong Zhang. Before that, I obtained my Ph.D. degree from Beihang University in June 2025. My research interests focus on Knowledge Graph Link Prediction and Text Data Augmentation.

Publications

Selected

1. Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen and Ziqiao Wang: Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations. WWW 2025.
2. Fanshuang Kong, Richong Zhang and Ziqiao Wang: LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning. KDD 2025.
3. Fanshuang Kong, Richong Zhang, Ziqiao Wang and Yongyi Mao: On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning. AAAI 2024.
4. Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah and Yongyi Mao: DropMix: A Textual Data Augmentation Combining Dropout with Mixup. EMNLP 2022.
5. Fanshuang Kong, Richong Zhang, Hongyu Guo, Samuel Mensah, Zhiyuan Hu and Yongyi Mao: A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity. WWW 2019 (Short Paper).
6. Fanshuang Kong, Richong Zhang, Yongyi Mao and Ting Deng: LENA: Locality- Expanded Neural Embedding for Knowledge Base Completion. AAAI 2019.
7. Richong Zhang, Fanshuang Kong, Chenyue Wang, Yongyi Mao: Embedding of Hierarchically Typed Knowledge Bases. AAAI 2018.

Preprints

1. Fanshuang Kong, Richong Zhang, Zhijie Nie, Ziqiao Wang and Qiang Sun: Fine-tuning Aligned Classifiers for Merging Outputs: Towards a Superior Evaluation Protocol in Model Merging. Under Review.
2. Fanshuang Kong, Richong Zhang and Ziqiao Wang: Activated Parameter Locating via Causal Intervention for Model Merging. Under Review.
3. Junhao Zhang, Richong Zhang, Fanshuang Kong, Ziyang Miao, Yanhan Ye and Yaowei Zheng: Lost-in-the-Middle in Long-Text Generation: Synthetic Dataset, Evaluation Framework, and Mitigation. Under Review.

Others

1. Dezhi Liu, Richong Zhang, Junfan Chen, Fanshuang Kong, Jaein Kim: Incomplete Graph Learning via Data and Representation-level Interaction. Knowledge-Based Systems 2025.
2. Xuefeng Zhang, Richong Zhang, Xiaoyang Li, Fanshuang Kong, Junfan Chen, Samuel Mensah, and Yongyi Mao: Word Sense Disambiguation by Refining Target Word Embedding. WWW 2023.
3. Yuhang Bai, Richong Zhang, Fanshuang Kong, Junfan Chen and Yongyi Mao: Hypernym Discovery via a Recurrent Mapping Model. Findings of ACL 2021.
4. Richong Zhang, Samuel Mensah, Fanshuang Kong, Zhiyuan Hu, Yongyi Mao and Xudong Liu: Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities. TOIS 2020.