Fumin Shen, Hanwang Zhang, Yang Yang, "Editorial: Binary representation learning in computer vision", Neurocomputing 2016.
Journal
Yazhou Yao, Jian Zhang, Fumin Shen*, Li Liu, Fan Zhu, Dongxiang Zhang, and Heng Tao Shen, "Towards Automatic Construction of Diverse, High-quality Image Datasets". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu and Heng Tao Shen, "Scalable Zero-Shot Learning via Binary
Visual-Semantic Embeddings". IEEE Transactions on Image Processing (TIP), 2019.
Xiang Zhou, Fumin Shen*, Li Liu, Wei Liu, Liqiang Nie, Yang Yang and Heng Tao Shen, "Graph Convolutional Network Hashing". IEEE Transactions on Cybernetics (TCYB), 2019.
Yazhou Yao, Fumin Shen*, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao, "Extracting Privileged Information for Enhancing Classifier Learning". IEEE Transactions on Image Processing, (TIP), 2018.
Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen and Ling Shao, "Binary Multi-View Clustering". IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 2018.
Yazhou Yao, Fumin Shen, Jian Zhang, Li Liu, Zhenmin Tang, Ling Shao, "Discovering and Distinguishing Multiple Visual Senses for Web Learning". IEEE Transactions on Multimedia, (TMM), 2018.
Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang and Heng Tao Shen, "Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization". IEEE Transactions on Pattern Analysis and Machine Intelligence, (TPAMI), 2018.
Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen and Xuelong Li, "Describing Video with Attention based Bidirectional LSTM". IEEE Transactions on Cybernetics, (TCYB), 2018.
Xiaobo Shen, Fumin Shen, Li Liu, Yun-Hao Yuan, Weiwei Liu, Quan-Sen Sun, "Multi-view Discrete Hashing for Scalable Multimedia Search". ACM Transactions on Intelligent Systems and Technology, (ACM TIST), 2018.
Chao Ma, Ivor W. Tsang, Fumin Shen, Chuancai Liu, "Error Correcting Input and Output Hashing". IEEE Transactions on Cybernetics, (TCYB), 2018.
Minxian Li, Fumin Shen, Jingya Wang, Chao Guan, Jinhui Tang, "Person re-identification with activity prediction based on hierarchical spatial-temporal model". Neurocomputing, 2018.
Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, Fumin Shen, "Recurrent attention network using spatial-temporal relations for action recognition". Signal Processing, 2018.
Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen and Heng Tao Shen, "Recognition and Detection of Two-person Interactive Actions Using
Automatically Selected Skeleton Features". IEEE Transactions on Human-Machine Systems (THMS), 2017.
Yang Long, Li Liu, Fumin Shen, Ling Shao, Xuelong Li, "Zero-shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation". IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.
Teng Long, Xing Xu, Fumin Shen*, Li Liu, Ning Xie, Yang Yang, "Zero-Shot Learning via Discriminative Representation Extraction". Pattern Recognition Letters (PRL), 2017.
Xiao Tan, Changming Sun, Fumin Shen, and Kwan-Yee K. Wong, "Efficient Message Passing Methods with Fully Connected Models for Early Vision". IEEE Transactions on Image Processing (TIP), 2017.
Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie and Heng Tao Shen, "Hashing with Angular Reconstructive Embeddings". IEEE Transactions on Image Processing (TIP), 2017.
Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen and Xiaofang Zhou, "Bilinear Optimized Product Quantization for Scalable Visual Content Analysis". IEEE Transactions on Image Processing (TIP), 2017.
Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen and Xuelong Li, "Discrete Nonnegative Spectral Clustering". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.
Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen, "Asymmetric Binary Coding for Image Search". IEEE Transactions on Multimedia (TMM), 2017.
Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen and Xuelong Li, "Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge". IEEE Transactions on Image Processing (TIP), 2017.
Yazhou Yao, Jian Zhang, Fumin Shen*, Xian-Sheng Hua, Jingsong Xu, Zhenmin Tang. "Exploiting Web Images for Dataset Construction: A Domain Robust Approach". IEEE Transactions on Multimedia (TMM), 2017.
Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen. "Robust Discrete Code Modeling for Supervised Hashing". Pattern Recognition (PR), 2017.
Liangfu Cao, Lianli Gao, Xing Xu, Fumin Shen, Yuan Wang, Jingkuan Song, "Multiple Hierarchical Deep Hashing for Large Scale Image Retrieval", Multimedia Tools and Applications (MTAP), 2017.
Xing Xu, Fumin Shen*, Yang Yang, Heng Tao Shen and Xuelong Li, "Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval", IEEE Transactions on Image Processing (TIP), 2017.
Yazhou Yao, Jian Zhang, Fumin Shen, Xiansheng Hua, Jingsong Xu, Zhenmin Tang, "A new web-supervised method for image dataset constructions", Neurocomputing, 2017.
Lianli Gao, Xiangpeng Li, Xing Xu, Jie Shao, Fumin Shen, Jingkuan Song, "Kernel based Latent Semantic Sparse Hashing for Large-scale Retrieval from Heterogeneous Data Sources", Neurocomputing, 2017.
Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang and Dong Yue, "Learning Robust and Discriminative Low-rank Representations for Face Recognition with Occlusion", Pattern Recognition (PR), 2017.
Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen and Heng Tao Shen, "Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications", ACM Transactions on Information Systems (TOIS), 2017.
Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding and Jungong Han, "Sequential Discrete Hashing for Scalable Cross-modality Similarity Retrieval", IEEE Transactions on Image Processing (TIP), 2017.
Xiaoyu Du, Yang Yang, Liu Yang, Fumin Shen, Zhiguang Qin, Jinhui Tang, "Captioning Videos using Large-scale Image Corpus", Journal of Computer Science and Technology (JCST), 2017.
Sixiu Chen, Fumin Shen*, Yang Yang, Xing Xu, Jingkuan Song, "Supervised hashing with adaptive discrete optimization for multimedia retrieval", Neurocomputing, 2016.
Zhongyu Li, Ruogu Fang, Fumin Shen and Shaoting Zhang, "Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search, Pattern Recognition (PR), 2016.
Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, and Dacheng Tao, "Joint Hierarchical Category Structure Learning and Large-Scale Image Classification", IEEE Transactions on Image Processing (TIP), 2016.
Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao, "A Fast Optimization Method for General Binary Code Learning", IEEE Transactions on Image Processing (TIP), 2016.
Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen, "Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval", IEEE Transactions on Cybernetics (TCYB), 2016.
Yi Bin, Yang Yang, Fumin Shen, Xing Xu, "Combining multi-representation for multimedia event detection using co-training", Neurocomputing, 2016.
Yuan Wang, Dongxiang Zhang, Qing Liu, Fumin Shen and Loo Hay Lee, "Towards Enhancing the Last-Mile Delivery: An Effective Crowd-Tasking
Model with Scalable Solutions", Transportation Research Part E: Logistics and
Transportation Review (TRE), 2016.
Zhao Guo, Lianli Gao, xiantong zhen, Fuhao Zou, Fumin Shen, Kai Zheng, "Spatial and Temporal Scoring for Egocentric Video Summarization", Neurocomputing, 2016.
Yan Xu, Fumin Shen*, Xing Xu, Lianli Gao, Yuan Wang and Xiao Tan, "Large-scale Image Retrieval with Supervised Sparse Hashing", Neurocomputing, 2016.
Rui Yao, Shixiong Xia, Fumin Shen, Yong Zhou and Qiang Niu, "Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker", IEEE Signal Processing Letters, 2016.
Qi Ge, Fumin Shen, Xiao-Yuan Jing, Fei Wu, Shi-Peng Xie, Dong Yue, Hai-Bo Li, "Active Contour Evolved by Joint Probability Classification on Riemannian Manifold", Signal, Image and Video Processing, 2016.
Mingxing Zhang, Yang Yang, Fumin Shen, Hanwang Zhang and Yuan Wang, "Multi-view feature selection and classification for Alzheimer’s Disease diagnosis", Multimedia Tools and Applications (MTAP), 2016.
Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang and Heng Tao Shen, "Face Image Classification by Pooling Raw Features", Pattern Recognition (PR), 2016.
Xiaobo Shen, Fumin Shen, Quan-Sen Sun, Yun-Hao Yuan and Heng Tao Shen, “Robust Cross-view Hashing for Multimedia Retrieva”, IEEE Signal Processing Letters (SPL), 2016.
Yang Yang, Fumin Shen*, Heng Tao Shen, Hanxi Li and Xuelong Li, “Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing”, IEEE Transactions on Big Data (TBD), 2016.
Hanxi Li, Fumin Shen*, Chunhua Shen, Yang Yang, Yongsheng Gao, “Face Recognition Using Linear Representation Ensembles”, Pattern Recognition (PR), 2016.
Zhenyu Wang, Wankou Yang and Fumin Shen, “Face Recognition Using A Low-Rank Representation Based Projections Method”, Neural Processing Letters (NPL), 2016.
Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu and Jie Shao, “Face Identification with Second-Order Pooling in Single-layer Networks”, Neurocomputing, 2016.
Mingxing Zhang, Yang Yang, Hanwang Zhang and Fumin Shen, “L2,p-norm and Sample Constraint Based Feature Selection and Classification for AD Diagnosis”, Neurocomputing, 2016.
Xiang Zhou, Fumin Shen*, Yang Yang, Guangwei Gao, Yuan Wang, “Binary Code Learning via Optimal Class Representations”, Neurocomputing, 2016.
Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen, “Robust regression based face recognition with fast outlier removal”, Multimedia Tools and Applications (MTAP), 2016.
Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen, “Hashing on Nonlinear Manifolds”, IEEE Transactions on Image Processing (TIP), Vol. 24, Issue:6, pp. 1839-1851, 2015.
Hoangvu Nguyen, Wankou Yang, Fumin Shen, “Kernel Low-Rank Representation for Face Recognition”, Neurocomputing, Vol. 155, Issue:1, pp. 32-42, 2015.
Wankou Yang, Karl Ricanek, Fumin Shen, “Image classification using local linear regression”, Neural Computing and Applications, Vol. 25, Issue:7, pp. 1913-1920, 2014.
Fumin Shen, Chunhua Shen, Rhys Hill, Anton van den Hengel, “Fast Approximate L∞-Minimization: Speeding Up Robust Regression”, Computational Statistics & Data Analysis (CSDA), Vol .77, pp. 25-37, 2014.
Jingsong Xu, Qiang Wu, Jian Zhang, Fumin Shen, Zhenmin Tang, “Boosting Separability in Semi-supervised Learning for Object Classification”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 24, pp. 1197-1208, 2013.
Fumin Shen, Chunhua Shen, Anton van den Hengel, Zhenmin Tang, “Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis”, IEEE Transactions on Image Processing (TIP), Vol. 22, Issue: 5, pp. 1836-1847, 2013.
Fumin Shen, Zhenmin Tang, Jingsong Xu, “Locality constrained representation based classification with spatial pyramid patches”, Neurocomputing, Vol. 101, pp. 104-115, 2013.
Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang, “UBoost: Boosting with the Universum”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 34, Issue 4, pp. 825-832, 2012
Conference
Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen and Wei Liu, "Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Zhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yao Sun, Si Liu, Yi Zhou and Ling Shao, "Building Detail-Sensitive Semantic Segmentation Networks with Polynomial Pooling". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Jiaxin Chen, Jie Qin, Li Liu, Fan Zhu, Fumin Shen, Jin Xie and Ling Shao, "Deep Sketch-Shape Hashing with Segmented 3D Stochastic Viewing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen, "TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights". European Conference on Computer Vision (ECCV), 2018.
Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool, "Generative Domain-Migration Hashing for Sketch-to-Image Retrieval". European Conference on Computer Vision (ECCV), 2018.
Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen, "Highly-Economized Multi-View Binary Compression for Scalable Image Clustering". European Conference on Computer Vision (ECCV), 2018.
Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, et al., "Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States". European Conference on Computer Vision (ECCV), 2018.
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang, "Neural Stereoscopic Image Style Transfer". European Conference on Computer Vision (ECCV), 2018.
Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen, "Visual Spatial Attention Network for Relationship Detection". ACM International Conference on Multimedia (MM), 2018. (Oral)
Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang, "Learning to Synthesize 3D Indoor Scenes from Monocular Images". ACM International Conference on Multimedia (MM), 2018. (Oral)
Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng, "A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition". ACM International Conference on Multimedia (MM), 2018.
Teng Long, Xing Xu, Yoyo Li, Fumin Shen, Jingkuan Song, Heng Tao Shen, "Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning". ACM International Conference on Multimedia (MM), 2018.
Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, Liqiang Nie, "Chat More: Deepening and Widening the Chatting Topic via A Deep Model". ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2018.
Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen, "GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder". ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2018. (short)
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Xiansheng Hua, Zhenmin Tang, "Extracting Privileged Information from Untagged Corpora for Classifier Learning". International Joint Conference on Artificial Intelligence (IJCAI), 2018.
Yuming Shen, Li Liu, Fumin Shen and Ling Shao, "Zero-Shot Sketch-Image Hashing". IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (spotlight), 2018.
Xing Xu, Jingkuan Song, Huimin Lu, Yang Yang, Fumin Shen and Zi Huang, "Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval". ACM International Conference on Multimedia Retrieval (ICMR), 2018.
Xing Xu, Jingkuan Song, Huimin Lu, He Li, Yang Yang and Fumin Shen, "Dual Learning for Visual Question Generation". IEEE International Conference on Multimedia and Expo (ICME), 2018.
Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen and Zi Huang, "Discrete Binary Hashing Towards Efficient Fashion Recommendation". 23rd International Conference on Database Systems for Advanced Applications (DASFAA), 2018.
Yazhou Yao, Jian Zhang, Fumin Shen*, Wankou Yang, Pu Huang, Zhenmin Tang, "Discovering and Distinguishing Multiple Visual Senses for Polysemous Words". AAAI Conference on Artificial Intelligence (AAAI), 2018.
Chenlu Liu, Xing Xu, Yang Yang, Huimin Lu, Fumin Shen, Yanli Ji. "Domain Invariant Subspace Learning for Cross-Modal Retrieval". International Conference on Multimedia Modelling (MMM), 2018.
Fumin Shen, Xin Gao, Li Liu, Yang Yang and Heng Tao Shen. "Deep Asymmetric Pairwise Hashing". ACM International Conference on Multimedia (MM) (oral), 2017.
Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. "Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval". ACM International Conference on Multimedia (MM), 2017.
Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao and Heng Tao Shen. "Movie Fill in the Blank with Adaptive Temporal Attention and Description Update". ACM International Conference on Information and Knowledge Management (CIKM) (oral), 2017.
Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen. "Classification by Retrieval: Binarizing Data and Classifier". ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (oral), 2017.
Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen. "Unifying Multi-Source Social Media Data for Personalized Travel Route Planning". ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017. (short)
Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang and Heng Tao Shen. "Event Early Embedding: Predicting Event Volume Dynamics at Early Stage". ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017. (short)
Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang. "Transductive Visual-Semantic Embedding for Zero-shot Learning", ACM International Conference on Multimedia Retrieval (ICMR), 2017.
Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song. "Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Li Liu, Fumin Shen, Yuming Shen, Xianglong Liu, Ling Shao. "Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Li Liu, Ling Shao, Fumin Shen, Mengyang Yu. "Discretely Coding Semantic Rank Orders for Image Hashing", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Yang Long, Li Liu, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han. "From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Jie Qin, Li Liu, Ling Shao, Fumin Shen, Bingbing Ni, Jiaxin Chen, Yunhong Wang. "Zero-Shot Action Recognition with Error-Correcting Output Codes", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Jie Qin, Li Liu, Ling Shao, Bingbing Ni, Chen Chen, Fumin Shen, Yunhong Wang. "Binary Coding for Partial Action Analysis with Limited Observation Ratios", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Xin Gao, Fumin Shen*, Yang Yang, Xing Xu, Hanxi Li and Heng Tao Shen, "Asymmetric Sparse Hashing", IEEE International Conference on Multimedia and Expo (ICME), 2017.
Yahui Xu, Yang Yang, Fumin Shen, Yuxuan Zhou, Xing Xu and Heng Tao Shen, "Attribute Hashing for Zero-Shot Image Retrieval", IEEE International Conference on Multimedia and Expo (ICME), 2017.
Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen and Heng Tao Shen, "Unsupervised Cross-modal Retrieval through Adversarial Learning", IEEE International Conference on Multimedia and Expo (ICME), 2017.
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen and Fatih Porikli, "Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation", IEEE International Conference on Multimedia and Expo (ICME), 2017.
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen and Quan-Sen Sun, "Compressed K-means for Large-scale Clustering", AAAI Conference on Artificial Intelligence (AAAI), San Francisco, 2017.
Xiu Huang, Yang Yang, Yue Hu, Fumin Shen and Jie Shao. "Dynamic User Attribute Discovery on Social Media". Asia Pacific Web Conference (APWeb), 2016.
Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen, "Zero-Shot Hashing Via Transferring Supervised Knowledge", ACM Multimedia (MM), 2016.
Jingkuan Song, Lianli Gao, Mihai Marian Puscas, Feiping Nie, Fumin Shen, Nicu Sebe, "Joint Graph Learning and Video Segmentation Via Multiple Cues and Topology Calibration", ACM Multimedia (MM), 2016.
Xing Xu, Fumin Shen, Zi Huang, Yang Yang, Li He, Jingkuan Song, "Cross-modal Retrieval with Label Completion", ACM Multimedia (MM), 2016. (short)
Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen, "Bidirectional Long-Short Term Memory for Video Description", ACM Multimedia (MM), 2016. (short)
Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, A Unified Framework for Discrete Spectral Clustering, International Joint Conference on Artificial Intelligence (IJCAI), 2016.
Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Discriminant Cross-modal hashing, ACM International Conference on Multimedia Retrieval (ICMR), 2016. (short)
Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Chua Tat-Seng, Discrete Collaborative Filtering, ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR), 2016.