| 2026 | AAAI | AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs. | Boyu Chang, Qi Wang, Xi Guo, Zhixiong Nan, Yazhou Yao, Tianfei Zhou |
| 2026 | AAAI | PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement. | Zijun Tan, Chuan Fu, Tan Guo, Zhixiong Nan, Pengzhan Zhou, Xinggan Peng, Fulin Luo |
| 2025 | CVPR | MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism. | Zhixiong Nan, Xianghong Li, Jifeng Dai, Tao Xiang |
| 2023 | ICCV | FBLNet: FeedBack Loop Network for Driver Attention Prediction. | Yilong Chen, Zhixiong Nan, Tao Xiang |
| 2023 | IROS | A Fast and Map-Free Model for Trajectory Prediction in Traffics. | Junhong Xiang, Jingmin Zhang, Zhixiong Nan |
| 2021 | IJCNN | DSP-Net: Dense-to-Sparse Proposal Generation Approach for 3D Object Detection on Point Cloud. | Xinrui Yan, Yuhao Huang, Shitao Chen, Zhixiong Nan, Jingmin Xin, Nanning Zheng |
| 2020 | IJCNN | A Deep Model for Joint Object Detection and Semantic Segmentation in Traffic Scenes. | Jizhi Peng, Zhixiong Nan, Linhai Xu, Jingmin Xin, Nanning Zheng |
| 2019 | AAAI | Recognizing Unseen Attribute-Object Pair with Generative Model. | Zhixiong Nan, Yang Liu, Nanning Zheng, Song-Chun Zhu |