| 2025 | AAAI | SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning. | Xu Zhang, Jin Yuan, Hanwang Zhang, Guojin Zhong, Yongsheng Zang, Jiacheng Lin, Zhiyong Li |
| 2025 | AAAI | DECIDER: Difference-aware Contrastive Diffusion Model with Adversarial Perturbations for Image Change Captioning. | Guojin Zhong, Jinhong Hu, Jiajun Chen, Jin Yuan, Wenbo Pan |
| 2025 | ECAI | CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation. | Jinhong Hu, Xiaoping Wang, Shuyin Huang, Guojin Zhong, Kaitai Liu, Kai Lu |
| 2025 | ICCV | AVAM: A Universal Training-Free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-Image Question Answering. | Kang Zeng, Guojin Zhong, Jintao Cheng, Jin Yuan, Zhiyong Li |
| 2025 | ICLR | Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection. | Guojin Zhong, Pan Wang, Jin Yuan, Zhiyong Li, Long Chen |
| 2024 | IJCAI | CF-Deformable DETR: An End-to-End Alignment-Free Model for Weakly Aligned Visible-Infrared Object Detection. | Haolong Fu, Jin Yuan, Guojin Zhong, Xuan He, Jiacheng Lin, Zhiyong Li |