| 2026 | AAAI | FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory. | Jibin Peng, Di Lin, Zhecheng Xu, Haoran Lu, Ruonan Liu, Wuyuan Xie, Miaohui Wang, Lingyu Liang, Yi Wang, Qing Guo |
| 2026 | AAAI | Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation. | Xuesong Zhang, Yunbo Xu, Jia Li, Ruonan Liu, Zhenzhen Hu |
| 2025 | ICCV | NoiseController: Towards Consistent Multi-View Video Generation via Noise Decomposition and Collaboration. | Haotian Dong, Xin Wang, Di Lin, Yipeng Wu, Qin Chen, Ruonan Liu, Kairui Yang, Ping Li, Qing Guo |
| 2025 | ICCV | Noise-Modeled Diffusion Models for Low-Light Spike Image Restoration. | Ruonan Liu, Lin Zhu, Xijie Xiang, Lizhi Wang, Hua Huang |
| 2025 | ICRA | VLN-KHVR: Knowledge-And-History Aware Visual Representation for Continuous Vision-and-Language Navigation. | Ping Kong, Ruonan Liu, Zongxia Xie, Zhibo Pang |
| 2025 | INDIN | Anomaly Detection of Marine Engines using Graph Network AutoEncoder with Multi-scale Feature Fusion. | Tong Ge, Siheng Zhao, Shifei Ma, Ruonan Liu |
| 2025 | INDIN | Causal Regularization Graph Attention Network for Stable Variables Decoupling and Fault Diagnosis of Complex Industrial Processes. | Ruonan Liu, Puyuan Hu, Siheng Zhao, Shifei Ma, Di Lin, Weidong Zhang |
| 2025 | IROS | PhysGCN-DL: Physics-Informed Graph Convolutional Networks with Diversity-Aware Loss Optimization for Multimodal Pedestrian Trajectory Prediction. | Zihan Jiang, Ruonan Liu, Yibo Zhou, Haibo Lu, BoYuan Yang, Di Lin, Weidong Zhang |
| 2025 | IROS | CVLN-Think: Causal Inference with Counterfactual Style Adaptation for Continuous Vision-and-Language Navigation. | Ruonan Liu, Shuai Wu, Di Lin, Weidong Zhang |
| 2025 | ICRA | Map-SemNav: Advancing Zero-Shot Continuous Vision-and-Language Navigation Through Visual Semantics and Map Integration. | Shuai Wu, Ruonan Liu, Zongxia Xie, Zhibo Pang |
| 2024 | IROS | Multiple Visual Features in Topological Map for Vision-and-Language Navigation. | Ruonan Liu, Ping Kong, Weidong Zhang |
| 2024 | IECON | Dynamic Confusion-Aware Correlation Network for Cross-Domain Fault Diagnosis. | Jinyuan Zhang, Boyuan Yang, Ruonan Liu |