| 2026 | AAAI | RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting. | Xin Mei, Rui Mao, Xiaoyan Cai, Libin Yang, Erik Cambria |
| 2025 | AAAI | Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples. | Yeyuan Wang, Dehong Gao, Lei Yi, Linbo Jin, Jinxia Zhang, Libin Yang, Xiaoyan Cai |
| 2025 | ACL | ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning. | Yeyuan Wang, Dehong Gao, Rujiao Long, Lei Yi, Linbo Jin, Libin Yang, Xiaoyan Cai |
| 2025 | ICASSP | CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models. | Yeyuan Wang, Dehong Gao, Bin Li, Rujiao Long, Lei Yi, Xiaoyan Cai, Libin Yang, Jinxia Zhang, Shanqing Yu, Qi Xuan |
| 2025 | KSEM | Mask-Guided Visual Text Transformer for Radiology Reports Representation Learning. | Jiazheng Sun, Xiaoyan Cai |
| 2024 | EMNLP | MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning. | Yufei Ma, Zihan Liang, Huangyu Dai, Ben Chen, Dehong Gao, Zhuoran Ran, Zihan Wang, Linbo Jin, Wen Jiang, Guannan Zhang, Xiaoyan Cai, Libin Yang |
| 2024 | EMNLP | Self-Renewal Prompt Optimizing with Implicit Reasoning. | Zihan Liang, Ben Chen, Zhuoran Ran, Zihan Wang, Huangyu Dai, Yufei Ma, Dehong Gao, Xiaoyan Cai, Libin Yang |
| 2024 | RecSys | MLoRA: Multi-Domain Low-Rank Adaptive Network for CTR Prediction. | Zhiming Yang, Haining Gao, Dehong Gao, Luwei Yang, Libin Yang, Xiaoyan Cai, Wei Ning, Guannan Zhang |
| 2024 | WWW | General2Specialized LLMs Translation for E-commerce. | Kaidi Chen, Ben Chen, Dehong Gao, Huangyu Dai, Wen Jiang, Wei Ning, Shanqing Yu, Libin Yang, Xiaoyan Cai |
| 2022 | EMNLP | An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs. | Xin Mei, Libin Yang, Xiaoyan Cai, Zuowei Jiang |
| 2019 | ICDM | Citation Recommendation with a Content-Sensitive DeepWalk Based Approach. | Lantian Guo, Xiaoyan Cai, Haohua Qin, Yangming Guo, Fei Li, Gang Tian |
| 2018 | AAAI | Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation. | Xiaoyan Cai, Junwei Han, Libin Yang |
| 2018 | EMNLP | A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. | Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun |
| 2018 | ISMIS | A Novel Personalized Citation Recommendation Approach Based on GAN. | Ye Zhang, Libin Yang, Xiaoyan Cai, Hang Dai |
| 2011 | IJCNLP | Simultaneous Clustering and Noise Detection for Theme-based Summarization. | Xiaoyan Cai, Renxian Zhang, Dehong Gao, Wenjie Li |
| 2010 | COLING | Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization. | Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan |
| 2010 | PRICAI | A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization. | Xiaoyan Cai, Wenjie Li |