魏东
职称:副研究员
联系电话:
电子邮箱:dongwei@hhu.edu.cn
教育背景

2013.09-2017.06,南京理工大学,计算机科学与技术,学士

2017.09-2022.06,南京理工大学,计算机科学与技术,博士

2022.08-2025.06,南京理工大学,控制科学与工程,博士后
研究领域
人体运动预测与合成、姿态估计、图像集分类与视频检索、生成模型等计算机视觉方向(主要关注让机器理解与生成人类行为的核心问题)
获奖情况
 
学术成果

代表性论文:

[1] Dong Wei, Huaijiang Sun, Bin Li, Xiaoning Sun, Shengxiang Hu, Weiqing Li, Jianfeng Lu. NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis. ICLR, 2024. (机器学习三大会)

[2] Dong Wei, Xiaoning Sun, Xizhan Gao, Shengxiang Hu, Huaijiang Sun. ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency. CVPR, 2025. (CCF A, Highlight)

[3] Xiaoning Sun, Huaijiang Sun, Bin Li, Dong Wei*(通讯), Weiqing Li, Jianfeng Lu. MoML: Online Meta Adaptation for 3D Human Motion Prediction. CVPR, 2024. (CCF A)

[4] Dong Wei, Huaijiang Sun, Xiaoning Sun, Shengxiang Hu. NeRMo: Learning Implicit Neural Representations for 3D Human Motion Prediction. ECCV, 2024. (计算机视觉三大会,Oral)

[5] Dong Wei, Huaijiang Sun, Bin Li, Jianfeng Lu, Weiqing Li, Xiaoning Sun, Shengxiang Hu. Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction. AAAI, 2023. (CCF A

[6] Dong Wei, Xiaoning Sun, Huaijiang Sun, Shengxiang Hu, Bin Li, Weiqing Li, Jianfeng Lu. Enhanced Fine-Grained Motion Diffusion for Text-Driven Human Motion Synthesis. AAAI, 2024. (CCF A)

[7] Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao. Discrete Metric Learning for Fast Image Set Classification. IEEE TIP, 2022. (SCI一区TOPIF: 13.7CCF A)

[8] Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren. Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning with Applications to Image Set Analysis. IEEE TMM, 2022. (SCI一区TOP期刊,IF: 9.7)

[9] Xiaoning Sun, Huaijiang Sun, Dong Wei*(通讯), Jin Wang, Bin Li, Weiqing Li, Jianfeng Lu. Unified Privileged Knowledge Distillation Framework for Human Motion Prediction. IEEE TCSVT, 2024. (SCI一区TOP期刊,IF: 11.1)

[10] Shengxiang Hu, Huaijiang Sun, Dong Wei*(通讯), Jin Wang. Diffusion-Refinement Pose Estimation with Hybrid-Representation. IEEE TIM, 2025.

[11] Shengxiang Hu, Huaijiang Sun, Dong Wei, Xiaoning Sun, Jin Wang. Continuous Heatmap Regression for Pose Estimation via Implicit Neural Representation. NeurIPS, 2024. (CCF A)

[12] Shengxiang Hu, Huaijiang Sun, Bin Li, Dong Wei, Weiqing Li, Jianfeng Lu. Fast Adaptation for Human Pose Estimation via Meta-Optimization. CVPR, 2024. (CCF A)

科研项目:

主持国家自然科学基金青年项目、江苏省自然科学基金青年项目和中国博士后科学基金面上项目,并参与多项相关科研项目。