Ma, Huimin

26 publications

NeurIPS 2025 AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios Yunhao Hou, Bochao Zou, Min Zhang, Ran Chen, Shangdong Yang, Yanmei Zhang, Junbao Zhuo, Siheng Chen, Jiansheng Chen, Huimin Ma

AAAI 2025 A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion Jiawei Li, Hongwei Yu, Jiansheng Chen, Xinlong Ding, Jinlong Wang, Jinyuan Liu, Bochao Zou, Huimin Ma

ICCV 2025 DADet: Safeguarding Image Conditional Diffusion Models Against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection Hongwei Yu, Xinlong Ding, Jiawei Li, Jinlong Wang, Yudong Zhang, Rongquan Wang, Huimin Ma, Jiansheng Chen

ICML 2025 From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models Xinyang Li, Siqi Liu, Bochao Zou, Jiansheng Chen, Huimin Ma

AAAI 2025 Image-to-Video Adaptation with Outlier Modeling and Robust Self-Learning Junbao Zhuo, Shuhui Wang, Zhenghan Chen, Li Shen, Qingming Huang, Huimin Ma

ICCV 2025 Kaleidoscopic Background Attack: Disrupting Pose Estimation with Multi-Fold Radial Symmetry Textures Xinlong Ding, Hongwei Yu, Jiawei Li, Feifan Li, Yu Shang, Bochao Zou, Huimin Ma, Jiansheng Chen

NeurIPS 2025 MVSMamba: Multi-View Stereo with State Space Model Jianfei Jiang, Qiankun Liu, Hongyuan Liu, Haochen Yu, Liyong Wang, Jiansheng Chen, Huimin Ma

ICCV 2025 MonoMVSNet: Monocular Priors Guided Multi-View Stereo Network Jianfei Jiang, Qiankun Liu, Haochen Yu, Hongyuan Liu, Liyong Wang, Jiansheng Chen, Huimin Ma

AAAI 2025 ProtoCar: Learning 3D Vehicle Prototypes from Single-View and Unconstrained Driving Scene Images Hongyuan Liu, Haochen Yu, Bochao Zou, Juntao Lyu, Qi Mei, Jiansheng Chen, Huimin Ma

AAAI 2025 RRT-MVS: Recurrent Regularization Transformer for Multi-View Stereo Jianfei Jiang, Liyong Wang, Haochen Yu, Tianyu Hu, Jiansheng Chen, Huimin Ma

AAAI 2025 RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement Bochao Zou, Zizheng Guo, Xiaocheng Hu, Huimin Ma

CVPR 2025 SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation Jihuai Zhao, Junbao Zhuo, Jiansheng Chen, Huimin Ma

NeurIPS 2024 ODGEN: Domain-Specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu, Shiyu Li, Yuxuan Liu, Jian Yuan, Ping Huang, Jiulong Shan, Huimin Ma

AAAI 2024 Step Vulnerability Guided Mean Fluctuation Adversarial Attack Against Conditional Diffusion Models Hongwei Yu, Jiansheng Chen, Xinlong Ding, Yudong Zhang, Ting Tang, Huimin Ma

AAAI 2024 Transferable Adversarial Attacks for Object Detection Using Object-Aware Significant Feature Distortion Xinlong Ding, Jiansheng Chen, Hongwei Yu, Yu Shang, Yining Qin, Huimin Ma

ECCV 2024 Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and Visual Analysis Strategy Hong Zhang, Yixuan Lyu, Qian Yu, Hanyang Liu, Huimin Ma, Yuan Ding, Yifan Yang

ICML 2024 Unveiling the Dynamics of Information Interplay in Supervised Learning Kun Song, Zhiquan Tan, Bochao Zou, Huimin Ma, Weiran Huang

ECCV 2024 Upper-Body Hierarchical Graph for Skeleton Based Emotion Recognition in Assistive Driving Jiehui Wu, Jiansheng Chen, Qifeng Luo, Siqi Liu, Youze Xue, Huimin Ma

NeurIPS 2023 FD-Align: Feature Discrimination Alignment for Fine-Tuning Pre-Trained Models in Few-Shot Learning Kun Song, Huimin Ma, Bochao Zou, Huishuai Zhang, Weiran Huang

ICCV 2021 Defending Against Universal Adversarial Patches by Clipping Feature Norms Cheng Yu, Jiansheng Chen, Youze Xue, Yuyang Liu, Weitao Wan, Jiayu Bao, Huimin Ma

NeurIPS 2021 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems Jiayu Chen, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang, Yi Wu

CVPR 2017 Multi-View 3D Object Detection Network for Autonomous Driving Xiaozhi Chen, Huimin Ma, Ji Wan, Bo Li, Tian Xia

ICCV 2017 Single Image Action Recognition Using Semantic Body Part Actions Zhichen Zhao, Huimin Ma, Shaodi You

CVPR 2016 Monocular 3D Object Detection for Autonomous Driving Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang, Huimin Ma, Sanja Fidler, Raquel Urtasun

NeurIPS 2015 3D Object Proposals for Accurate Object Class Detection Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Andrew G Berneshawi, Huimin Ma, Sanja Fidler, Raquel Urtasun

CVPR 2015 Improving Object Proposals with Multi-Thresholding Straddling Expansion Xiaozhi Chen, Huimin Ma, Xiang Wang, Zhichen Zhao