 |
个人简介Personal Profile
时增林，男，博士，合肥工业大学计算机与信息学院教授、博士生导师，国家级青年人才。2022年4月博士毕业于荷兰阿姆斯特丹大学。2022年7月至2023年12月在新加坡科技研究局任研究科学家。主要从事多媒体计算、计算机视觉和机器学习领域的研究。当前研究主要围绕自适应机器学习和多模态大模型，特别聚焦于可持续学习、测试时自适应学习、大模型微调（参数高效微调、指令微调和对齐微调）、检索增强生成等具体研究方向。已发表数十篇学术论文，包括TPAMI, IJCV, TIP, CVPR, ICCV等领域内顶级期刊和顶级会议，谷歌学术总引用1200余次。
-热烈欢迎今年保研(2025年9月入学)的学生提前联系沟通~
-热烈欢迎明年申博(2025年9月入学)的学生提前联系沟通~
代表性论文：
[1]Zenglin Shi, Pascal Mettes, Cees G. M. Snoek. "Focus for Free in Density-Based Counting",International Journal of Computer Vision (IJCV), 2023. (CCF A类)
[2]Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek. "On Measuring and Controlling the Spectral Bias of the Deep Image Prior",International Journal of Computer Vision (IJCV), 2022. (CCF A类)
[3]Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G. M. Snoek. "Unsharp Mask Guided Filtering",IEEE Transactions on Image processing (TIP), 2021.(CCF A类)
[4] Le Zhang*,Zenglin Shi*（共同一作）, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen. "Ordered or Orderless: A Revisit for Video based Person Re-ID",IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.(CCF A类)
[5] Le Zhang*,Zenglin Shi*（共同一作）, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng. "Nonlinear Regression via Deep Negative Correlation Learning",IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.(CCF A类)
[6]Zenglin Shi,Pascal Mettes, Cees G. M. Snoek. "Counting with Focus for Free",International Conference on Computer Vision (ICCV), 2019.(CCF A类)
[7]Zenglin Shi, Le Zhang, Yun Liu, Xiaofeng Cao, Yangdong Ye, Ming-Ming Cheng, and Guoyan Zheng. "Crowd Counting with Deep Negative Correlation Learning",IEEEConference on Computer Vision and Pattern Recognition (CVPR), 2018.(CCF A类)
[8]Zenglin Shi, Guodong Zeng, Le Zhang, Xiahai Zhuang, Lei Li, Guang Yang, and Guoyan Zheng. "Bayesian VoxDRN: A Probabilistic Deep Voxelwise Dilated Residual Network for WholeHeart Segmentation from 3D MR Images'',International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2018(CCF B类)
[9]Zenglin Shi, Le Zhang, Yibo Sun and Yandong Ye. "Multiscale Multitask Deep NetVLAD for Crowd Counting",IEEE Transactions on Industrial Informatics (TII), 2018. (中科院一区)
[10]Zenglin Shi, Yangdong Ye, Yunpeng Wu. "Rank-based Pooling for Deep Convolutional Neural Networks",Neural Networks, 2016.(CCF B类)