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2024

Out-of-Distribution Generalization With Causal Feature SeparationHaotian Wang 0001, Kun Kuang, Long Lan, Zige Wang, Wanrong Huang, Fei Wu 0001, Wenjing Yang 0002. tkde, 36(4):1758-1772, April 2024. [doi]

SiamATTRPN: Enhance Visual Tracking With Channel and Spatial AttentionHuayue Cai, Xiang Zhang 0008, Long Lan, Liyang Xu, Wenxin Shen, Junyang Chen, Victor C. M. Leung. tcss, 11(2):1958-1966, April 2024. [doi]

Discriminative object tracking by domain contrastHuayue Cai, Xiang Zhang 0008, Long Lan, Changcheng Xiao, Chuanfu Xu, Jie Liu 0002, Zhigang Luo. cviu, 239:103891, February 2024. [doi]

Enhancing accuracy of physically informed neural networks for nonlinear Schrödinger equations through multi-view transfer learningYikai Chen, Hongli Xiao, Xiao Teng, Wenjun Liu, Long Lan. inffus, 102:102041, February 2024. [doi]

DBTN: An adaptive neural network for multiple-disease detection via imbalanced medical images distributionXiang Li, Long Lan, Chang-Yong Sun, Shaowu Yang, Shuihua Wang, Wenjing Yang 0002, Heng Liu 0001, Yudong Zhang 0001. apin, 54(2):2188-2210, 2024. [doi]

Scaling Few-Shot Learning for the Open WorldZhipeng Lin, Wenjing Yang, Haotian Wang 0001, Haoang Chi, Long Lan, Ji Wang. AAAI 2024: 13846-13854 [doi]

Learning to Learn Better Visual PromptsFengxiang Wang, Wanrong Huang, Shaowu Yang, Qi Fan, Long Lan. AAAI 2024: 5354-5363 [doi]

Self-distillation Enhanced Vertical Wavelet Spatial Attention for Person Re-identificationYuxuan Zhang, Huibin Tan, Long Lan, Xiao Teng, Jing Ren, Yongjun Zhang. mmm 2024: 1-13 [doi]

2023

Domain Specified Optimization for Deployment AuthorizationHaotian Wang 0001, Haoang Chi, Wenjing Yang 0002, Zhipeng Lin, Mingyang Geng, Long Lan, Jing Zhang, Dacheng Tao. iccv 2023: 5072-5082 [doi]

Contrastive Transformer Hashing for Compact Video RepresentationXiaobo Shen 0001, Yue Zhou, Yun-Hao Yuan, Xichen Yang, Long Lan, Yuhui Zheng. TIP, 32:5992-6003, 2023. [doi]

SiamDF: Tracking training data-free siamese trackerHuayue Cai, Long Lan, Jing Zhang 0037, Xiang Zhang 0008, Zhigang Luo. NN, 165:705-720, August 2023. [doi]

Online intervention siamese trackingHuayue Cai, Long Lan, Jing Zhang 0037, Xiang Zhang 0008, Changcheng Xiao, Zhigang Luo. isci, 637:118954, August 2023. [doi]

Discriminative Geometric-Structure-Based Deep Hashing for Large-Scale Image RetrievalGuohua Dong, Xiang Zhang 0008, Xiaobo Shen 0001, Long Lan, Zhigang Luo, Xiaomin Ying. tcyb, 53(10):6236-6247, October 2023. [doi]

Enhanced Dcf Tracker Regularized by Reliable Sample ConstructionKun Hu, Mingyu Cao, Mengzhu Wang, Long Lan, Wenjing Yang 0002, Huibin Tan. icassp 2023: 1-5 [doi]

Meta attention for Off-Policy Actor-CriticJiateng Huang, Wanrong Huang, Long Lan, Dan Wu. NN, 163:86-96, 2023. [doi]

st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge ResultsBenjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang 0001, Yufei Xu, Jing Zhang 0037, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Zheng Ziqiang, Tuan Anh Vu, Hai Nguyen-Truong, Sai Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang. wacv 2023: 265-302 [doi]

Learning to Purification for Unsupervised Person Re-IdentificationLong Lan, Xiao Teng, Jing Zhang 0037, Xiang Zhang 0008, Dacheng Tao. TIP, 32:3338-3353, 2023. [doi]

Semantics-Enriched Cross-Modal Alignment for Complex-Query Video Moment RetrievalXingyu Shen, Xiang Zhang, Xun Yang, Yibing Zhan, Long Lan, Jianfeng Dong, Hongzhou Wu. mm 2023: 4109-4118 [doi]

Self-aware circular response-guided attention for robust siamese trackingHuibin Tan, Mengzhu Wang, Tianyi Liang, Liyang Xu, Yuhua Tang, Long Lan, Wenjing Yang 0002. apin, 53(12):16293-16308, June 2023. [doi]

Local-to-Global Deep Clustering on Approximate Uniform ManifoldTuo Wang, Xiang Zhang 0008, Long Lan, Zhigang Luo. tkde, 35(5):5035-5046, May 2023. [doi]

Domain-specific feature recalibration and alignment for multi-source unsupervised domain adaptationMengzhu Wang, Dingyao Chen, Fangzhou Tan, Tianyi Liang, Long Lan, Xiang Zhang 0008, Zhigang Luo. iet-cvi, 17(1):26-38, February 2023. [doi]

SODA: Robust Training of Test-Time Data AdaptorsZige Wang, Yonggang Zhang, Zhen Fang, Long Lan, Wenjing Yang 0002, Bo Han 0003. nips 2023: [doi]

Class-specific and self-learning local manifold structure for domain adaptationWei Wang, Mengzhu Wang, Xiao Dong, Long Lan, Quannan Zu, Xiang Zhang, Cong Wang. PR, 142:109654, October 2023. [doi]

Reducing bi-level feature redundancy for unsupervised domain adaptationMengzhu Wang, Shanshan Wang 0008, Wei Wang, Li Shen, Xiang Zhang 0008, Long Lan, Zhigang Luo. PR, 137:109319, May 2023. [doi]

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph ClassificationNan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua 0001, Xiao Luo 0001. icml 2023: 40040-40053 [doi]

MagicFusion: Boosting Text-to-Image Generation Performance by Fusing Diffusion ModelsJing Zhao, Heliang Zheng, Chaoyue Wang, Long Lan, Wenjing Yang 0002. iccv 2023: 22535-22545 [doi]

Null-text Guidance in Diffusion Models is Secretly a Cartoon-style CreatorJing Zhao, Heliang Zheng, Chaoyue Wang, Long Lan, Wanrong Huang, Wenjing Yang 0002. mm 2023: 5143-5152 [doi]

2022

Counterfactual Causal Adversarial Networks for Domain AdaptationYan Jia 0001, Xiang Zhang 0008, Long Lan, Zhigang Luo. iconip 2023: 698-709 [doi]

Deep Co-Image-Label Hashing for Multi-Label Image RetrievalXiaobo Shen 0001, Guohua Dong, Yuhui Zheng, Long Lan, Ivor W. Tsang, Quan-Sen Sun. tmm, 24:1116-1126, 2022. [doi]

Logit Distillation via Student DiversityDingyao Chen, Long Lan, Mengzhu Wang, Xiang Zhang, Tianyi Liang, Zhigang Luo. iconip 2023: 338-349 [doi]

Frustratingly Easy Knowledge Distillation via Attentive Similarity MatchingDingyao Chen, Huibin Tan, Long Lan, Xiang Zhang, Tianyi Liang, Zhigang Luo. icpr 2022: 2357-2363 [doi]

Meta Discovery: Learning to Discover Novel Classes given Very Limited DataHaoang Chi, Feng Liu, Wenjing Yang, Long Lan, Tongliang Liu, Bo Han 0003, Gang Niu 0001, Mingyuan Zhou, Masashi Sugiyama. iclr 2022: [doi]

Online Multiple-Pedestrian Tracking With Detection-Pair-Based Graph Convolutional NetworksWeijiang Feng, Long Lan, Michael Buro, Zhigang Luo. iotj, 9(24):25086-25099, 2022. [doi]

Self-Reinforcing Feedback Domain Adaptation ChannelYan Jia, Xiang Zhang 0008, Long Lan, Zhigang Luo. iconip 2023: 140-152 [doi]

Label Propagated Nonnegative Matrix Factorization for ClusteringLong Lan, Tongliang Liu, Xiang Zhang 0008, Chuanfu Xu, Zhigang Luo. tkde, 34(1):340-351, 2022. [doi]

FAFMOTS: A Fast and Anchor Free Method for Online Joint Multi-Object Tracking and SegmentationShuman Li, Weijiang Feng, Longqi Yang, Wenjing Yang 0002, Shaowu Yang, Long Lan. ismar 2022: 465-470 [doi]

Redundancy, Context, and Preference: An Empirical Study of Duplicate Pull Requests in OSS ProjectsZhixing Li, Yue Yu, Minghui Zhou, Tao Wang 0006, Gang Yin, Long Lan, Huaimin Wang. TSE, 48(4):1309-1335, 2022. [doi]

Object-oriented Domain Adaptation for Cell Detection on Pathology ImageBoqun Pan, Nan Jiang, Chuanfu Xu, Weijiang Chen, Long Lan. iciscae 2022: 266-270 [doi]

Bilateral Dependency Optimization: Defending Against Model-inversion AttacksXiong Peng, Feng Liu, Jingfeng Zhang, Long Lan, Junjie Ye, Tongliang Liu, Bo Han 0003. kdd 2022: 1358-1367 [doi]

Joint Modality Synergy and Spatio-temporal Cue Purification for Moment LocalizationXingyu Shen, Long Lan, Huibin Tan, Xiang Zhang, Xurui Ma, Zhigang Luo. mir 2022: 369-379 [doi]

Toward to Real Low-Resolution Person Re-identification: A New Dataset and BaselineDongting Sun, Lulu Yang, Long Lan, Zhigang Luo. icmcs 2022: 1-6 [doi]

APT-36K: A Large-scale Benchmark for Animal Pose Estimation and TrackingYuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang 0037, Long Lan, Dacheng Tao. nips 2022: [doi]

Heterogeneous Pseudo-Supervised Learning for Few-shot Person Re-IdentificationJing Zhao, Long Lan, Da Huang, Jing Ren, Wenjing Yang 0002. NN, 154:521-537, 2022. [doi]

Privacy-Preserving Action RecognitionChengming Zou, Ducheng Yuan, Long Lan, Haoang Chi. icassp 2022: 2175-2179 [doi]

2021

Learning deep discriminative embeddings via joint rescaled features and log-probability centersHuayue Cai, Xiang Zhang 0008, Long Lan, Guohua Dong, Chuanfu Xu, Xinwang Liu, Zhigang Luo. PR, 114:107852, 2021. [doi]

A robust quadruple adaptation network in few-shot scenariosHaoang Chi, Shengang Li, Wenjing Yang, Long Lan. kbs, 232:107506, 2021. [doi]

TOHAN: A One-step Approach towards Few-shot Hypothesis AdaptationHaoang Chi, Feng Liu 0003, Wenjing Yang 0002, Long Lan, Tongliang Liu, Bo Han 0003, William K. Cheung, James T. Kwok. nips 2021: 20970-20982 [doi]

Near-Online Multi-Pedestrian Tracking via Combining Multiple Consistent Appearance CuesWeijiang Feng, Long Lan, Yong Luo 0002, Yue Yu, Xiang Zhang 0008, Zhigang Luo. tcsv, 31(4):1540-1554, 2021. [doi]

Attention-Based Fault-Tolerant Approach for Multi-Agent Reinforcement Learning SystemsShanzhi Gu, Mingyang Geng, Long Lan. entropy, 23(9):1133, 2021. [doi]

Semantic-consistent cross-modal hashing for large-scale image retrievalXuesong Gu, Guohua Dong, Xiang Zhang 0008, Long Lan, Zhigang Luo. ijon, 433:181-198, 2021. [doi]

Meta Actor-Critic Framework for Multi-Agent Reinforcement LearningJiateng Huang, Wanrong Huang, Dan Wu, Long Lan. aipr2 2021: 636-643 [doi]

Enhancing the association in multi-object tracking via neighbor graphTianyi Liang, Long Lan, Xiang Zhang 0008, Xindong Peng, Zhigang Luo. ijis, 36(11):6713-6730, 2021. [doi]

A generic MOT boosting framework by combining cues from SOT, tracklet and re-identificationTianyi Liang, Long Lan, Xiang Zhang 0008, Zhigang Luo. kais, 63(8):2109-2127, 2021. [doi]

Unsupervised Discriminative Deep Hashing With Locality and Globality PreservationZhuyi Ni, Zexuan Ji, Long Lan, Yun-Hao Yuan, Xiaobo Shen 0001. spl, 28:518-522, 2021. [doi]

ANF: Attention-Based Noise Filtering Strategy for Unsupervised Few-Shot ClassificationGuangsen Ni, Hongguang Zhang, Jing Zhao, Liyang Xu, Wenjing Yang, Long Lan. pricai 2021: 109-123 [doi]

Nocal-Siam: Refining Visual Features and Response With Advanced Non-Local Blocks for Real-Time Siamese TrackingHuibin Tan, Xiang Zhang 0008, Zhipeng Zhang, Long Lan, Wenju Zhang, Zhigang Luo. TIP, 30:2656-2668, 2021. [doi]

InterBN: Channel Fusion for Adversarial Unsupervised Domain AdaptationMengzhu Wang, Wei Wang, Baopu Li, Xiang Zhang, Long Lan, Huibin Tan, Tianyi Liang, Wei Yu, Zhigang Luo. mm 2021: 3691-3700 [doi]

Model Compression for a Plasticity Neural Network in a Maze Exploration ScenarioBaolun Yu, Wanrong Huang, Long Lan, Yuhua Tang. iconip 2021: 488-497 [doi]

2020

Learning sequence-to-sequence affinity metric for near-online multi-object trackingWeijiang Feng, Long Lan, Xiang Zhang 0008, Zhigang Luo. kais, 62(10):3911-3930, 2020. [doi]

Towards Making Unsupervised Graph Hashing RobustXuesong Gu, Guohua Dong, Xiang Zhang 0008, Long Lan, Zhigang Luo. icmcs 2020: 1-6 [doi]

Semi-online Multi-people Tracking by Re-identificationLong Lan, Xinchao Wang, Gang Hua 0001, Thomas S. Huang, Dacheng Tao. ijcv, 128(7):1937-1955, 2020. [doi]

Robust Similarity-Based Concept Factorization for Data RepresentationXingyu Shen, Xiang Zhang 0008, Long Lan, Qing Liao 0001, Zhigang Luo. access, 8:81394-81411, 2020. [doi]

Transductive Nonnegative Matrix Tri-FactorizationXiao Teng, Long Lan, Xiang Zhang 0008, Guohua Dong, Zhigang Luo. access, 8:81331-81347, 2020. [doi]

Enhancing Stock Price Trend Prediction via a Time-Sensitive Data Augmentation MethodXiao Teng, Tuo Wang, Xiang Zhang 0008, Long Lan, Zhigang Luo. complexity, 2020, 2020. [doi]

Object-aware semantics of attention for image captioningShiwei Wang, Long Lan, Xiang Zhang 0008, Guohua Dong, Zhigang Luo. mta, 79(3-4):2013-2030, 2020. [doi]

GateCap: Gated spatial and semantic attention model for image captioningShiwei Wang, Long Lan, Xiang Zhang 0008, Zhigang Luo. mta, 79(17-18):11531-11549, 2020. [doi]

Pairwise Similarity Regularization for Adversarial Domain AdaptationHaotian Wang, Wenjing Yang, Ji Wang, Ruxin Wang, Long Lan, Mingyang Geng. mm 2020: 2409-2418 [doi]

Correlation Self-Expression Shrunk for Subspace ClusteringTuo Wang, Xiang Zhang 0008, Long Lan, Qing Liao 0001, Chuanfu Xu, Zhigang Luo. access, 8:16595-16605, 2020. [doi]

Enhancing unsupervised domain adaptation by discriminative relevance regularizationWenju Zhang, Xiang Zhang 0008, Long Lan, Zhigang Luo. kais, 62(9):3641-3664, 2020. [doi]

Maximum Mean and Covariance Discrepancy for Unsupervised Domain AdaptationWenju Zhang, Xiang Zhang 0008, Long Lan, Zhigang Luo. npl, 51(1):347-366, 2020. [doi]

Robust Normalized Squares Maximization for Unsupervised Domain AdaptationWenju Zhang, Xiang Zhang, Qing Liao 0001, Wenjing Yang, Long Lan, Zhigang Luo. CIKM 2020: 2317-2320 [doi]

2019

Stacked Marginal Time Warping for Temporal AlignmentXiang Zhang 0008, Liquan Nie, Long Lan, Xuhui Huang, Zhigang Luo. npl, 49(2):711-735, 2019. [doi]

Label guided correlation hashing for large-scale cross-modal retrievalGuohua Dong, Xiang Zhang 0008, Long Lan, Shiwei Wang, Zhigang Luo. mta, 78(21):30895-30922, 2019. [doi]

The Improvement of Traditional Indoor Localization Model Using Magnetic Field Based on SmartphoneShanzhi Gu, Ruyi Yao, Long Lan, Chao Guo, Feng Gao, Chuanfu Xu. iske 2019: 694-700 [doi]

Person Entity Attribute Extraction Based on Siamese NetworkYangchen Huang, Aiping Li, Bin Zhou 0004, Jiuming Huang, Long Lan, Xiaoyao Yin, Yan Jia 0001. access, 7:64506-64516, 2019. [doi]

Another Robust NMF: Rethinking the Hyperbolic Tangent Function and Locality ConstraintXingyu Shen, Xiang Zhang 0008, Long Lan, Qing Liao, Zhigang Luo. access, 7:31089-31102, 2019. [doi]

Nonnegative Constrained Graph Based Canonical Correlation Analysis for Multi-view Feature LearningHuibin Tan, Xiang Zhang 0008, Long Lan, Xuhui Huang, Zhigang Luo. npl, 50(2):1215-1240, 2019. [doi]

Person re-identification via adaptive verification lossHui Tian, Xiang Zhang 0008, Long Lan, Zhigang Luo. ijon, 359:93-101, 2019. [doi]

Neighbors-Based Graph Construction for Dimensionality ReductionHui Tian, Long Lan, Xiang Zhang 0008, Zhigang Luo. access, 7:138963-138971, 2019. [doi]

Cascade Semantic Fusion for Image CaptioningShiwei Wang, Long Lan, Xiang Zhang 0008, Guohua Dong, Zhigang Luo. access, 7:66680-66688, 2019. [doi]

Attentional Residual Dense Factorized Network for Real-Time Semantic SegmentationLulu Yang, Long Lan, Xiang Zhang 0008, Xuhui Huang, Zhigang Luo. icann 2019: 200-212 [doi]

Deep Entity Linking via Eliminating Semantic Ambiguity With BERTXiaoyao Yin, Yangchen Huang, Bin Zhou 0004, Aiping Li, Long Lan, Yan Jia 0001. access, 7:169434-169445, 2019. [doi]

2018

Low-Rank Matrix Recovery via Continuation-Based Approximate Low-Rank MinimizationXiang Zhang 0008, Yongqiang Gao, Long Lan, Xiaowei Guo, Xuhui Huang, Zhigang Luo. pricai 2018: 559-573 [doi]

Flexible ranking extreme learning machine based on matrix-centering transformationShizhao Chen, Kai Chen, Chuanfu Xu, Long Lan. ijcnn 2018: 1-8 [doi]

Multi-granularity Hierarchical Attention Siamese Network for Visual TrackingXing Chen, Xiang Zhang, Huibin Tan, Long Lan, Zhigang Luo, Xuhui Huang. ijcnn 2018: 1-8 [doi]

Cross-Layer Convolutional Siamese Network for Visual TrackingYanyin Chen, Xing Chen, Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo. iconip 2018: 146-156 [doi]

Discrete Graph Hashing via Affine TransformationGuohua Dong, Xiang Zhang 0008, Long Lan, Xuhui Huang, Zhigang Luo. icmcs 2018: 1-6 [doi]

AttResNet: Attention-based ResNet for Image CaptioningYunmeng Feng, Long Lan, Xiang Zhang, Chuanfu Xu, Zhenghua Wang, Zhigang Luo. acai2 2018: [doi]

Background Subtraction via 3D Convolutional Neural NetworksYongqiang Gao, Huayue Cai, Xiang Zhang, Long Lan, Zhigang Luo. icpr 2018: 1271-1276 [doi]

Interacting Tracklets for Multi-Object TrackingLong Lan, Xinchao Wang, Shiliang Zhang, Dacheng Tao, Wen Gao 0001, Thomas S. Huang. TIP, 27(9):4585-4597, 2018. [doi]

Margin-Embedding Canonical Correlation Analysis with Feature Selection for Person Re-IdentificationLinfei Ma, Xiang Zhang 0008, Long Lan, Xuhui Huang, Zhigang Luo. icip 2018: 1648-1652 [doi]

Ranking-Embedded Transfer Canonical Correlation Analysis for Person Re-IdentificationLinfei Ma, Xiang Zhang, Long Lan, Xuhui Huang, Zhigang Luo. ijcnn 2018: 1-8 [doi]

Graph-Laplacian Correlated Low-Rank Representation for Subspace ClusteringTuo Wang, Huayue Cai, Xiang Zhang 0008, Long Lan, Xuhui Huang, Zhigang Lu. icip 2018: 3748-3752 [doi]

2016

Online Multi-Object Tracking by Quadratic Pseudo-Boolean OptimizationLong Lan, Dacheng Tao, Chen Gong, Naiyang Guan, Zhigang Luo. IJCAI 2016: 3396-3402 [doi]

2015

Labelwalking nonnegative matrix factorizationLong Lan, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo. icassp 2015: 2299-2303 [doi]

2014

2012

Semi-supervised Non-negative Patch Alignment FrameworkLong Lan, Xuhui Huang, Naiyang Guan, Zhigang Luo, Xiang Zhang. icmla 2012: 174-178 [doi]

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