| 2026 | AAAI | VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models. | Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu, Zekang Du, Mengyang Wu, Pingping Zhang, Kun Li, Hongzheng Yang, Wenao Ma, Jiaheng Wei, Qinbin Li, Kangcheng Liu, Wenqiang Lei |
| 2026 | ACL | Evian: Towards Explainable Visual Instruction-tuning Data Auditing. | Zimu Jia, Mingjie Xu, Andrew Estornell, Jiaheng Wei |
| 2025 | AAAI | ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation. | Mengyang Wu, Yuzhi Zhao, Jialun Cao, Mingjie Xu, Zhongming Jiang, Xuehui Wang, Qinbin Li, Guangneng Hu, Shengchao Qin, Chi-Wing Fu |
| 2025 | WACV | LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations. | Mingjie Xu, Mengyang Wu, Yuzhi Zhao, Jason Chun Lok Li, Weifeng Ou |
| 2024 | AAAI | Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process. | Mingjie Xu, Feng Lu |
| 2023 | AAAI | Learning a Generalized Gaze Estimator from Gaze-Consistent Feature. | Mingjie Xu, Haofei Wang, Feng Lu |
| 2023 | BMVC | Joint Low-light Enhancement and Super Resolution with Image Underexposure Level Guidance. | Mingjie Xu, Chaoqun Zhuang, Feifan Lv, Feng Lu |
| 2022 | IJCNN | Adaptive Sparse Self-attention for Object Detection. | Mingjie Xu, Yonghong Song, Kangkang Xie, Pengcheng Guo, Jiaxi Mu, Wen Liu, Zhengyang Wang |
| 2014 | MASS | Toward Fast and Deterministic Clone Detection for Large Anonymous RFID Systems. | Kai Bu, Mingjie Xu, Xuan Liu, Jiaqing Luo, Shigeng Zhang |
| 2004 | IGARSS | Experiments on Remote Sensing image cube and its OLAP. | Mingjie Xu |
| 2004 | IGARSS | Research on remote sensing image data mining prototype system and the RSIDMM-DTM. | Mingjie Xu, Lun Wu |