教育背景

2020.09-2024.09 西安交通大学 控制科学与工程 博士 导师：郑南宁教授  

2015.09-2018.01 国防科技大学 摄影测量与遥感 硕士   

2010.09-2015.06  大连理工大学 电子信息工程英语强化

工作经历

2024.10-至今 西安交通大学 人工智能学院 助理教授 合作导师：郑南宁教授                              

2018.05-2020.08  深圳码隆科技有限公司  算法研发工程师 

学术成果

期刊论文

[1] Miao Kang, Liushuai Shi, Ke Ye, Sanping Zhou, and Nanning Zheng. "Query-enhanced motion transformer with dilated static query and bridged dynamic query." Pattern Recognition 2025.

[2] Miao Kang, Xiaojun Hu, Weilin Huang, Matthew R. Scott, and Mauricio Reyes. "Dual-stream pyramid registration network." Medical image analysis 2022.

[3] Miao Kang, Shengqi Wang, Sanping Zhou, Ke Ye, Jingjing Jiang, and Nanning Zheng. "Ffinet: Future feedback interaction network for motion forecasting." IEEE Transactions on Intelligent Transportation Systems 2024.

[4] Miao Kang, Kefeng Ji, Xiangguang Leng, and Zhao Lin. "Contextual region-based convolutional neural network with multilayer fusion for SAR ship detection." Remote Sensing 2017.(ESI高被引论文)

[5] Miao Kang, Jingwen Fu, Sanping Zhou, Songyi Zhang, and Nanning Zheng. "Learning to predict diverse trajectory from human motion patterns." Neurocomputing 2022.

[6] Miao Kang, Kefeng Ji, Xiangguang Leng, Xiangwei Xing, and Huanxin Zou. "Synthetic aperture radar target recognition with feature fusion based on a stacked autoencoder." Sensors 2017.

[7] Lin, Zhao, Kefeng Ji, Miao Kang, Xiangguang Leng, and Huanxin Zou. "Deep convolutional highway unit network for SAR target classification with limited labeled training data." IEEE Geoscience and Remote Sensing Letters 2017.

[8] 康妙, 计科峰, 冷祥光, 邢相薇, 邹焕新. "基于栈式自编码器特征融合的 SAR 图像车辆目标识别." 雷达学报2017.

会议论文

[1] Miao Kang, Xiangguang Leng, Zhao Lin, and Kefeng Ji. "A modified faster R-CNN based on CFAR algorithm for SAR ship detection." RSIP, 2017.(引用次数324)

[2] Xiaojun Hu†, Miao Kang†, Weilin Huang, Matthew R. Scott, Roland Wiest, and Mauricio Reyes. "Dual-Stream Pyramid Registration Network." MICCAI, 2019.(共同一作)

[3]  Tao, Lesong, Miao Kang, Jinpeng Dong, Songyi Zhang, Ke Ye, Shitao Chen, and Nanning Zheng. "POAQL: A partially observable altruistic q-learning method for cooperative multi-agent reinforcement learning." ICRA 2024.

[4]Song, Xingchen, Miao Kang, Sanping Zhou, Jianji Wang, Yishu Mao, and Nanning Zheng. "Pedestrian intention prediction based on traffic-aware scene graph model." IROS, 2022.

[5]Ye, Ke, Sanping Zhou, Miao Kang, Jingwen Fu, and Nanning Zheng. "Vehicle Trajectory Prediction with Soft Behavior Constraints." IROS, 2024.

[6] Wang, Shengqi, Yuhao Huang, Miao Kang, Badong Chen, and Nanning Zheng. "3d-mbnet: Intention based multimodal vehicle trajectory prediction with 3d social convolution." ITSC 2022.

专利

[1] 康妙,石刘帅,付臻,叶锞,周三平,郑南宁. 基于运动查询增强的弱势道路使用者轨迹预测方法及系统，申请号：2025102977669

[2] 计科峰; 康妙; 冷祥光; 邹焕新; 雷琳; 孙浩; 李智勇; 周石琳 ; 基于栈式自编码器的特征融合方法, 2019-9-13, 专利号201710082865.0

获奖

[1] Miao Kang, Liushuai Shi, Sanping Zhou, et al. Second Place Award on CVPR 2023 Waymo Open Dataset Motion Prediction Challenge 国际竞赛奖

[2]康妙; 湖南省优秀硕士毕业论文, 湖南省教育厅, 省级奖, 2020

项目经历