博士，厦门市高层次留学人才，福建省教育厅“虚拟现实与三维可视化”高校重点实验室成员。长期从事计算机视觉，深度学习等领域的研究，在ECCV，CVPR，ICCV，TIP，TPAMI等期刊、会议上发表论文十余篇，其中第一作者6篇。授权美国专利1项。在华为2012实验室温哥华研究中心，阿里巴巴集团，蚂蚁集团等企业工作5年多，有较为丰富的工业界算法研发和落地经验。
研究方向：计算机视觉，深度学习
电子邮箱：minlongl@xmut.edu.cn
教育背景
2011.08-2018.09 浙江大学 工学博士
2015.01-2019.02 Simon Fraser University 哲学博士
2007.09-2011.06 浙江大学 工学学士
工作经历
2025.03-至今 厦门理工学院 讲师
2022.01-2025.02 蚂蚁集团 算法专家
2020.11-2021.12 阿里巴巴集团 算法专家
2019.08-2020.10 华为2012实验室，温哥华研究中心 算法工程师
期刊论文
[1] Minlong Lu, Ze-Nian Li, Yueming Wang, Gang Pan. Deep Attention Network for Egocentric Action Recognition. IEEE Transactions on Image Processing (TIP), 2019. (中科院一区top，CCF A类)
[2] Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang. Entity-Graph Enhanced Cross-Modal Pretraining for Instance-Level Product Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023. (中科院一区top，CCF A类)
[3] Xiao Dong, Gengwei Zhang, Xunlin Zhan, Yi Ding, Yunchao Wei, Minlong Lu, Xiaodan Liang. Caption-Aided Product Detection via Collaborative Pseudo-Label Harmonization. IEEE Transactions on Multimedia (TMM), 2023. (中科院一区)
[4] Jianqiao Li, Minlong Lu, Ze-Nian Li. Continuous Depth Map Reconstruction from Light Fields. IEEE Transactions on Image Processing (TIP), 2015. (中科院一区top，CCF A类)
[5] Yueming Wang, Minlong Lu, Zhaohui Wu, Liwen Tian, Kedi Xu, Xiaoxiang Zheng, Gang Pan. Visual Cue-guided Rat Cyborg for Automatic Navigation. IEEE Computational Intelligence Magazine, 2015. (一作为导师，JCR一区)
[6] Yuting Zhang, Gang Pan, Kui Jia, Minlong Lu, Yueming Wang, Zhaohui Wu. Accelerometer-based Gait Recognition by Sparse Representation of Signature Points with Clusters. IEEE Transactions on Cybernetics, 2015. (中科院一区top)
会议论文
[1] Minlong Lu, Yichen Lu, Siwei Nie, Xudong Yang, Xiaobo Zhang. Self-Supervised Video Copy Localization with Regional Token Representation. European Conference on Computer Vision (ECCV), 2024. (计算机视觉顶会)
[2] Sifeng He, Yue He, Minlong Lu, Chen Jiang, Xudong Yang, Feng Qian, Xiaobo Zhang, Lei Yang, Jiandong Zhang. TransVCL: Attention-Enhanced Video Copy Localization Network with Flexible Supervision. AAAI Conference on Artificial Intelligence (AAAI), 2023. (CCF A类)
[3] Xiao Dong, Xunlin Zhan, Yangxin Wu, Yunchao Wei, Michael C. Kampffmeyer, Xiaoyong Wei, Minlong Lu, Yaowei Wang, Xiaodan Liang. M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining. Computer Vision and Pattern Recognition (CVPR), 2022. (CCF A类)
[4] Tianshu Wang, Hongyu Lin, Cheng Fu, Xianpei Han, Le Sun, Feiyu Xiong, Hui Chen, Minlong Lu, Xiuwen Zhu. Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction. International Joint Conference on Artificial Intelligence (IJCAI), 2022. (CCF A类)
[5] Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang. Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining. International Conference on Computer Vision (ICCV), 2021. (CCF A类)
[6] Minlong Lu, Danping Liao, Ze-Nian Li. Learning Spatiotemporal Attention for Egocentric Action Recognition. International Workshop on Egocentric Perception, Interaction and Computing, in conjunction with ICCV 2019.
[7] Minlong Lu, Zhiwei Deng, Ze-Nian Li. Learning Contextual Dependencies for Optical Flow with Recurrent Neural Networks. Asian Conference on Computer Vision (ACCV), 2016. (Oral)
[8] Yueming Wang, Minlong Lu, Zhaohui Wu, Liwen Tian, Weidong Hua, Xiaoxiang Zheng, Kedi Xu, Gang Pan. Ratbot: A Rat “Understanding” What Humans See. International Workshop on Intelligence Science, in conjunction with IJCAI, 2013. (一作为导师)
[9] Minlong Lu, Yueming Wang, Gang Pan. Generating Fluent Tubes In Video Synopsis. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013.
发明专利
[1] Kevin Cannons, Zhan Xu, Minlong Lu. Systems, methods, and media for main group identification in images via social relation recognition. US Patent 12148215.
