| 2026 | AAAI | MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging. | Shufeng Kong, Zijie Wang, Nuan Cui, Hao Tang, Yihan Meng, Yuanyuan Wei, Feifan Chen, Yingheng Wang, Zhuo Cai, Yaonan Wang, Yulong Zhang, Yuzheng Li, Zibin Zheng, Caihua Liu, Hao Liang |
| 2025 | ICASSP | Capturing Rich Behavior Representations: A Dynamic Action Semantic-Aware Graph Transformer for Video Captioning. | Caihua Liu, Xu Li, Wenjing Xue, Wei Tang, Xia Feng |
| 2024 | HCI | Factors Influencing Data Completeness in Electronic Records: A Case Study in a Chinese Manufacturing Enterprise. | Chaowang Lan, Guochao Peng, Hui Zhou, Lishen Su, Yaosheng Huang, Dayou Wu, Caihua Liu |
| 2024 | HCI | Learning to Effectively Identify Reliable Content in Health Social Platforms with Large Language Models. | Caihua Liu, Hui Zhou, Lishen Su, Yaosheng Huang, Guochao Peng, Dayou Wu, Shufeng Kong |
| 2024 | UAI | ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning. | Shufeng Kong, Caihua Liu, Carla Gomes |
| 2023 | HCI | Explore Data Quality Challenges Based on Data Structure of Electronic Health Records. | Caihua Liu, Guochao Alex Peng, Chaowang Lan, Shufeng Kong |
| 2023 | HCI | A Taxonomy of Factors Influencing Data Quality. | Caihua Liu, Didar Zowghi, Guochao Peng |
| 2023 | ICASSP | ScaleMix: Intra- And Inter-Layer Multiscale Feature Combination for Change Detection. | Rui Huang, Qingyi Zhao, Ruofei Wang, Caihua Liu, Sihua Gao, Yuxiang Zhang, Wei Fan |
| 2023 | IJCAI | Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. | Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang |
| 2023 | IJCAI | IPGPT: Solving Integer Programming Problems with Sequence to Contrastive Multi-Label Learning. | Shufeng Kong, Caihua Liu, Carla P. Gomes |
| 2022 | ICONIP | Hierarchical Multimodal Attention Network Based on Semantically Textual Guidance for Video Captioning. | Caihua Liu, Xiaoyi Ma, Xinyu He, Tao Xu |
| 2022 | UIC | Latent Dynamic Token Vision Transformer for Pedestrian Attribute Recognition. | Xia Feng, Jiaxian Guo, Caihua Liu |
| 2021 | HCI | A Systematic Review of Information Quality of Artificial Intelligence Based Conversational Agents in Healthcare. | Caihua Liu, Bingqian Zhang, Guochao Peng |
| 2021 | HCI | Users Adaptation and Infusion of Smart City App. | Bingqian Zhang, Caihua Liu, Yongxin Kong, Yuwen Wang, Guochao Peng |
| 2021 | PRICAI | A Fully Dynamic Context Guided Reasoning and Reconsidering Network for Video Captioning. | Xia Feng, Xinyu He, Rui Huang, Caihua Liu |
| 2020 | ICPR | Context Visual Information-based Deliberation Network for Video Captioning. | Min Lu, Xueyong Li, Caihua Liu |
| 2015 | ICMLC | Fine-grained acronym expansion identification using latent-state neural structured prediction model. | Jie Liu, Caihua Liu, Qinghua Hu, Yalou Huang |
| 2013 | ICMLC | Handwritten character recognition with sequential convolutional neural network. | Caihua Liu, Jie Liu, Fang Yu, Yalou Huang, Jimeng Chen |