Long Lan (蓝龙)
State Key Laboratory of High Performance Computing (HPCL)
School of Computer
National University of Defense Technology
Greetings! I am an Associate Professor with the School of Computer, at the National University of Defense Technology (NUDT). I received my Ph. D. degree from the NUDT in 2017 supervised by Prof. Zhigang Luo. I was a two-year (2015-2016) visiting student with the Centre for Quantum Computation and Intelligent Systems (QCIS), at the University of Technology, Sydney (UTS) supervised by Prof. Dacheng Tao.
Research Interests
My research interests mainly lie in designing efficient learning algorithms for real-world computer vision tasks
Visual Object Detection and Tracking (Multi-object Tracking, Video Object Detection)
Person Re-identification
Few Shot learning (Transfer Learning)
News
03/2024, congras to Jingyi, our joint paper has been accepted by TPAMI
03/2024, congras to Haoang, our joint paper has been accepted by IJCV
02/2024, congras to Huayue, our joint paper has been accepted by CVIU
02/2024, congras to Huayue, our joint paper has been accepted by Neural Networks
12/2023, congras to Zhipeng, our joint paper has been accepted by AAAI2024
12/2023, congras to Fengxiang, our joint paper has been accepted by AAAI2024
11/2023, congras to Yikai, a paper has been accepted by Information Fusion
10/2023, a paper has been accepted by IEEE TIP
09/2023, congras to Zige, our joint paper has been accepted by NeurIPS2023
07/2023, congras to Xingyu, our joint paper has been accepted by MM2023
07/2023, congras to Zhao Jing, our joint paper has been accepted by MM2023
07/2023, congras to Haotian, our joint paper has been accepted by ICCV2023
07/2023, congras to Zhao Jing, our joint paper has been accepted by ICCV2023
06/2023, a paper has been accepted by IEEE TIP
06/2023, a paper has been accepted by IEEE TNNLS
05/2023, a paper has been accepted by Neural Networks
05/2023, a paper has been accepted by Information Sciences
04/2023, a paper has been accepted by IEEE TCSS
03/2023, our joint paper has been accepted by ICASSP.
07/2023, I accepted the invitation to serve as an PC for ICONIPS 2023.
07/2023, I accepted the invitation to serve as an PC for ICDM 2023.
06/2023, I accepted the invitation to serve as an PC for NeurIPS 2023.
Selected Journal Publications
Tackling Noisy Labels with Network Parameter Additive Decomposition.
Wang, jingyi, Xiaobo Xia, Long Lan, Xinghao Wu, Jun Yu, Wenjing Yang, and Bo Han, Tongliang, Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI2024).Does Confusion really Hurt Novel Class Discovery?
Chi, Haoang, Yang Wenjing, Liu Feng, Lan Long, Qin Tao, Han, Bo
International Journal of Computer Vision (IJCV2024).Learning to Purification for Unsupervised Person Re-identification.
Long Lan, Xiao Teng, Jing Zhang, Xiang Zhang, Dacheng Tao
IEEE Transactions on Image Processing (T-IP2023).Highly Efficient Active Learning with Tracklet-aware Co-cooperative Annotators for Person Re-Identification.
Xiao Teng, Long Lan, Jing Zhao, Xueqiong Li, Yuhua Tang
IEEE Transactions on Neural Networks and Learning Systems. (T-NNLS2023).Local-to-Global Deep Clustering on ApproximateUniform Manifold.
Tuo Wang, Xiang Zhang, Long Lan, Zhigang Luo
IEEE Transactions on Knowledge and Data Engineering (T-KDE2023).Enhancing the association in multi‐object tracking via neighbor graph.
Tianyi Liang, Long Lan, Xiang Zhang, Xindong Peng, Zhigang Luo
International Journal of Intelligent Systems (IJIS2022).A robust quadruple adaptation network in few-shot scenarios.
Haoang Chi, Shengang Li, Wenjing Yang, Long Lan
Knowledge-Based Systems (KBS2022).Online Multiple-Pedestrian Tracking With Detection-Pair-Based Graph Convolutional Networks.
Weijiang Feng, Long Lan, Michael Buro, Zhigang Luo
IEEE Internet of Things Journal (IoTJ2022).Nocal-siam: Refining visual features and response with advanced non-local blocks for real-time siamese tracking.
Huibin Tan, Xiang Zhang, Zhipeng Zhang, Long Lan, Wenju Zhang, Zhigang Luo
IEEE Transactions on Image Processing (T-IP2021).Semi-online Multi-people Tracking by Re-identification.
Long Lan, Xinchao Wang, Gang Hua, Thomas S Huang, Dacheng Tao
International Journal of Computer Vision (IJCV2020).Label Propagation Non-negative Matrix Factorization for Clustering.
Long Lan, Tongliang Liu, Xiang Zhang, Chuanfu Xu, Zhigang Luo
IEEE Transactions on Knowledge and Data Engineering (T-KDE2020).Near-Online Multi-pedestrian Tracking via Combining Multiple Consistent Appearance Cues.
Weijiang Feng, Long Lan, Yong Luo, Yue Yu, Xiang Zhang, Zhigang Luo
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT2020).Learning Sequence-to-sequence Affinity Metric for Near-Online Multi-Object Tracking.
Weijiang Feng, Long Lan, Xiang Zhang, Zhigang Luo
Knowledge and Information Systems (KAIS2020).Object-aware Semantics of Attention for Image Captioning.
Shiwei Wang, Long Lan, Xiang Zhang, Guohua Dong, Zhigang Luo
Multimedia Tools and Applications (MTAP), 79(3): 2013-2030, 2020.GateCap: Gated spatial and semantic attention model for image captioning.
Shiwei Wang, Long Lan, Xiang Zhang, Zhigang Luo
Multimedia Tools and Applications (MTAP), 79(3): 1-19, 2020.Maximum Mean and Covariance Discrepancy for Unsupervised Domain Adaptation.
Wenju Zhang, Xiang Zhang, Long Lan, Zhigang Luo
Neural Processing Letters (NPL), 51(1): 347-366, 2020.Person Re-identification via Adaptive Verification Loss.
Hui Tian, Xiang Zhang, Long Lan, Zhigang Luo
Neurocomputing 359: 93-101, 2019.Interacting Tracklets for Multi-object Tracking.
Long Lan, Xinchao Wang, Shiliang Zhang, Dacheng Tao, Wen Gao, Thomas S Huang
IEEE Transactions on Image Processing (T-IP), 27(9): 4585-4597, 2018.
Selected Conference Publications
Scaling Few-Shot Learning for the Open World.
Zhipeng, Lin, Wenjing Yang, Haotian Wang, Haoang Chi, Long Lan, and Ji Wang
In AAAI2024: 1358-1367.Learning to Learn Better Visual Prompts.
Fengxiang, Wang, Wanrong Huang, Shaowu Yang, Fan Qi, and Long Lan
In AAAI2024: 1358-1367.Semantics-Enriched Cross-Modal Alignment for Complex-Query Video Moment Retrieval.
Xingyu Shen, Xiang Zhang, Xun Yang, Yibing Zhan, Long Lan, Jianfeng Dong, Hongzhou Wu
In ACM MM2023: 1358-1367.Null-text guidance in diffusion models is secretly a cartoon-style creator.
Jing Zhao, Heliang Zheng, Chaoyue Wang, Long Lan, Wanrong Huang, Wenjing Yang
In ICCV2023: 1358-1367.Bilateral Dependency Optimization: Defending Against Model-inversion Attacks.
Xiong Peng, Feng Liu, Jingfeng Zhang, Long Lan, Junjie Ye, Tongliang Liu, Bo Han
In ACM SIGKDD2022: 1358-1367.Toward to Real Low-Resolution Person Re-identification: A New Dataset and Baseline.
Dongting Sun, Lulu Yang, Long Lan, Zhigang Luo
In ICME2022.Meta discovery: Learning to discover novel classes given very limited data.
Haoang Chi, Feng Liu, Wenjing Yang, Long Lan, Tongliang Liu, Bo Han, Gang Niu, Mingyuan Zhou, Masashi Sugiyama
In ICLR2021 : 2534-2538.TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation.
Haoang Chi, Feng Liu, Wenjing Yang, Long Lan, Tongliang Liu, Bo Han, William Cheung, James Kwok
In NeurIPS2021 :3025-3030.Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization.
Long Lan, Dacheng Tao, Chen Gong, Naiyang Guan, Zhigang Luo
In IJCAI: 3396-3402.Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization.
Naiyang Guan, Dacheng Tao, Long Lan, Zhigang Luo, Xuejun Yang
In ECCV workshop (ECCV-2014 Best Paper Award): 802-817.