| 2026 | AAAI | ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks. | Tairan Huang, Qiang Chen, Beibei Hu, Yunlong Zhao, Hongyan Xu, Zhiyuan Chen, Yi Chen, Xiu Su |
| 2025 | APWEB | MNS-EA: A Mixed Negative Sampling-Based Entity Alignment Model. | Yong Feng, Han Yan, Xinliang Xia, Changshun Zhou, Yongxin Jia, Rongbing Wang, Hongyan Xu |
| 2025 | APWEB | MultiRelE: Multi-relation Knowledge Graph Embedding Model. | Hongyan Xu, Yongxin Jia, Han Yan, Tingzhe Han |
| 2025 | ICML | TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging. | Chuang Liu, Hongyan Xu, Yichao Cao, Xiu Su, Zhe Qu, Tianfa Li, Shan An, Haogang Zhu |
| 2025 | MICCAI | UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution. | Hongyan Xu, Arcot Sowmya, Ian Katz, Dadong Wang |
| 2024 | ICASSP | Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models. | Xiu Su, Shan You, Hongyan Xu, Xiuxing Li, Jun Long, Yi Chen, Chang Xu |
| 2024 | ICASSP | TCNAS: Transformer Architecture Evolving in Code Clone Detection. | Hongyan Xu, Xiaohuan Pei, Xiu Su, Shan You, Chang Xu |
| 2024 | ICML | Detecting Any instruction-to-answer interaction relationship: Universal Instruction-to-Answer Navigator for Med-VQA. | Zhongze Wu, Hongyan Xu, Yitian Long, Shan You, Xiu Su, Jun Long, Yueyi Luo, Chang Xu |
| 2023 | ACL | Pre-trained Personalized Review Summarization with Effective Salience Estimation. | Hongyan Xu, Hongtao Liu, Zhepeng Lv, Qing Yang, Wenjun Wang |
| 2023 | CIKM | Sentiment-aware Review Summarization with Personalized Multi-task Fine-tuning. | Hongyan Xu, Hongtao Liu, Zhepeng Lv, Qing Yang, Wenjun Wang |
| 2023 | MICCAI | Detection of Basal Cell Carcinoma in Whole Slide Images. | Hongyan Xu, Dadong Wang, Arcot Sowmya, Ian Katz |
| 2022 | DASFAA | Towards Personalized Review Generation with Gated Multi-source Fusion Network. | Hongtao Liu, Wenjun Wang, Hongyan Xu, Qiyao Peng, Pengfei Jiao, Yueheng Sun |
| 2022 | ICASSP | Data Agnostic Filter Gating For Efficient Deep Networks. | Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya |
| 2022 | IJCNN | Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis. | Hongyan Xu, Dadong Wang, Arcot Sowmya |
| 2022 | WWW | Towards a Multi-View Attentive Matching for Personalized Expert Finding. | Qiyao Peng, Hongtao Liu, Yinghui Wang, Hongyan Xu, Pengfei Jiao, Minglai Shao, Wenjun Wang |
| 2021 | APSEC | PGraph: A Graph-based Structure for Interactive Event Exploration on Social Media. | Yang Yu, Minglai Shao, Hongyan Xu, Ying Sun, Wenjun Wang, Bofei Ma |
| 2021 | DASFAA | Neural Adversarial Review Summarization with Hierarchical Personalized Attention. | Hongyan Xu, Hongtao Liu, Wenjun Wang, Pengfei Jiao |
| 2021 | SIGIR | Transformer Reasoning Network for Personalized Review Summarization. | Hongyan Xu, Hongtao Liu, Pengfei Jiao, Wenjun Wang |
| 2020 | DASFAA | Mutual Self Attention Recommendation with Gated Fusion Between Ratings and Reviews. | Qiyao Peng, Hongtao Liu, Yang Yu, Hongyan Xu, Weidi Dai, Pengfei Jiao |
| 2020 | ICONIP | Key Nodes Cluster Augmented Embedding for Heterogeneous Information Networks. | Hongyan Xu, Wenjun Wang, Hongtao Liu, Mengxuan Zhang, Qiang Tian, Pengfei Jiao |
| 2020 | IJCAI | Emotion Recognition Using Multi-core Tensor Learning and Multimodal Physiological Signal. | Hongyan Xu, Jiajia Tang, Jianhai Zhang, Li Zhu |
| 2020 | SIGIR | Neural Unified Review Recommendation with Cross Attention. | Hongtao Liu, Wenjun Wang, Hongyan Xu, Qiyao Peng, Pengfei Jiao |
| 2019 | DASFAA | Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors. | Xianchen Wang, Hongtao Liu, Peiyi Wang, Fangzhao Wu, Hongyan Xu, Wenjun Wang, Xing Xie |
| 2019 | ISPA | An Application Model of GNN in Session Recommendation. | Yong Feng, Fuhai Wang, Kai Zhang, Rongbing Wang, Hongyan Xu |
| 2019 | PAKDD | SSNE: Status Signed Network Embedding. | Chunyu Lu, Pengfei Jiao, Hongtao Liu, Yaping Wang, Hongyan Xu, Wenjun Wang |
| 2018 | PAKDD | NE-FLGC: Network Embedding Based on Fusing Local (First-Order) and Global (Second-Order) Network Structure with Node Content. | Hongyan Xu, Hongtao Liu, Wenjun Wang, Yueheng Sun, Pengfei Jiao |