| 2026 | AAAI | Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving. | Dacheng Liao, Mengshi Qi, Liang Liu, Huadong Ma |
| 2025 | AAAI | Towards Efficient Object Re-Identification with a Novel Cloud-Edge Collaborative Framework. | Chuanming Wang, Yuxin Yang, Mengshi Qi, Huanhuan Zhang, Huadong Ma |
| 2025 | AAAI | VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things. | Yaoyao Zhong, Mengshi Qi, Rui Wang, Yuhan Qiu, Yang Zhang, Huadong Ma |
| 2025 | CVPR | Global-Local Tree Search in VLMs for 3D Indoor Scene Generation. | Wei Deng, Mengshi Qi, Huadong Ma |
| 2025 | CVPR | T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving. | Changsheng Lv, Mengshi Qi, Liang Liu, Huadong Ma |
| 2024 | AAAI | SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation. | Changsheng Lv, Mengshi Qi, Xia Li, Zhengyuan Yang, Huadong Ma |
| 2024 | AAAI | Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature. | Wulian Yun, Mengshi Qi, Chuanming Wang, Huadong Ma |
| 2024 | ECCV | Semi-supervised Teacher-Reference-Student Architecture for Action Quality Assessment. | Wulian Yun, Mengshi Qi, Fei Peng, Huadong Ma |
| 2024 | ECCV | Decomposed Vector-Quantized Variational Autoencoder for Human Grasp Generation. | Zhe Zhao, Mengshi Qi, Huadong Ma |
| 2024 | ICASSP | Multi-Stage Contrastive Regression for Action Quality Assessment. | Qi An, Mengshi Qi, Huadong Ma |
| 2023 | ICCV | Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding. | Pengfei Zhu, Mengshi Qi, Xia Li, Weijian Li, Huadong Ma |
| 2022 | CVPR | RGB-Depth Fusion GAN for Indoor Depth Completion. | Haowen Wang, Mingyuan Wang, Zhengping Che, Zhiyuan Xu, Xiuquan Qiao, Mengshi Qi, Feifei Feng, Jian Tang |
| 2020 | CVPR | Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation. | Mengshi Qi, Jie Qin, Yu Wu, Yi Yang |
| 2019 | CVPR | Attentive Relational Networks for Mapping Images to Scene Graphs. | Mengshi Qi, Weijian Li, Zhengyuan Yang, Yunhong Wang, Jiebo Luo |
| 2019 | CVPR | KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing. | Mengshi Qi, Yunhong Wang, Jie Qin, Annan Li |
| 2018 | ECCV | stagNet: An Attentive Semantic RNN for Group Activity Recognition. | Mengshi Qi, Jie Qin, Annan Li, Yunhong Wang, Jiebo Luo, Luc Van Gool |
| 2016 | ICIP | DEEP-CSSR: Scene classification using category-specific salient region with deep features. | Mengshi Qi, Yunhong Wang |