| 2026 | AAAI | Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding. | Youze Wang, Zijun Chen, Ruoyu Chen, Shishen Gu, Wenbo Hu, Jiayang Liu, Yinpeng Dong, Hang Su, Jun Zhu, Meng Wang, Richang Hong |
| 2025 | CVPR | Interpreting Object-level Foundation Models via Visual Precision Search. | Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Maosen Li, Zhen Huang, Hua Zhang, Xiaochun Cao |
| 2024 | AAAI | MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning. | Ying Mo, Jian Yang, Jiahao Liu, Qifan Wang, Ruoyu Chen, Jingang Wang, Zhoujun Li |
| 2024 | ICLR | Less is More: Fewer Interpretable Region via Submodular Subset Selection. | Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao |
| 2024 | ICLR | Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration. | Yujia Wang, Yuanpu Cao, Jingcheng Wu, Ruoyu Chen, Jinghui Chen |
| 2024 | MICCAI | Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance. | Weiyi Zhang, Siyu Huang, Jiancheng Yang, Ruoyu Chen, Zongyuan Ge, Yingfeng Zheng, Danli Shi, Mingguang He |
| 2021 | AMIA | Understanding Heart-Failure Patients EHR Clinical Features via SHAP Interpretation of Tree-Based Machine Learning Model Predictions. | Shuyu Lu, Ruoyu Chen, Wei Wei, Mia Belovsky, Xinghua Lu |
| 2019 | HCI | Trends in the Decline in Gait and Motor Ability of Older Adults: A Case Study Based on SHARE Data. | Ruoyu Chen, Jia Zhou |
| 2019 | IJCAI | Adaptive Joint Attention with Reinforcement Training for Convolutional Image Caption. | Ruoyu Chen, Zhongnian Li, Daoqiang Zhang |
| 2018 | IJCAI | Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information. | Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu |
| 2016 | DASC | A MapReduce-Based Framework for Analyzing Web Logs in Offline Streams. | Ruoyu Chen, Yangsen Zhang, RongRong Bi, Yuru Jiang, Yanhua Zhang |
| 2012 | SERVICES | Contracting of Web Services with Constraint Handling Rules. | Ruoyu Chen, Lejian Liao, Zhi Fang |
| 2010 | SNPD | Bounded Model Checking for Web Service Discovery and Composition. | Zhi Fang, Lejian Liao, Ruoyu Chen |