Qingming Huang's Homepage

Professor at University of CAS

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Partial Publications (More in DBLP)

2022

  • Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochuncao, Qingming Huang. Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling. IEEE Trans. Pattern Anal. Mach. Intell., accepted (DOI: 10.1109/TPAMI.2022.3141095)
  • Qianqian Xu, Zhiyong Yang, Yangbangyan, Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang. Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3154-3169 (2022)
  • Runmin Cong, Ning Yang, Chongyi Li, Huazhu Fu, Yao Zhao, Qingming Huang, Sam Kwong. Global-and-Local Collaborative Learning for Co-Salient Object Detection. IEEE Trans. Cybernetics, accepted
  • Yunbin Tu, Liang Li, Li Su, Shengxiang Gao, Chenggang Yan, Zheng-Jun Zha, Zhengtao Yu, Qingming Huang. I2Transformer: Intra- and Inter-relation Embedding Transformer for TV Show Captioning. IEEE Trans. Image Processing, accepted (DOI: 10.1109/TIP.2022.3159472)
  • Dechao Meng, Liang Li, Xuejing Liu, Lin Gao, Qingming Huang. Viewpoint Alignment and Discriminative Parts Enhancement in 3D Space for Vehicle ReID. IEEE Trans. Multimedia, accepted (DOI: 10.1109/TMM.2022.3154102)
  • Liang Li, Xingyu Gao, Jincan Deng, Yunbin Tu, Zheng-Jun Zha, Qingming Huang. Long Short-Term Relation Transformer with Global Gating for Video Captioning. IEEE Trans. Image Processing, 31: 2726-2738 (2022).
  • Weidong Chen, Guorong Li, Xinfeng Zhang, Shuhui Wang, Liang Li, Qingming Huang. Weakly Supervised Text-based Actor-Action Video Segmentation by Clip-level Multi-instance Learning. ACM Trans. Multimedia Computing, Communications and Applications, accepted
  • Guanqi Ding, Xinzhe Han, Shuhui Wang, Shuzhe Wu, Xin Jin, Dandan Tu, Qingming Huang, Attribute Group Editing for Reliable Few-shot Image Generation, CVPR 2022.
  • Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang, Automatic Relation-aware Graph Network Proliferation, CVPR 2022.
  • Jiayu Xiao, Chaofei Wang, Liang Li, Zheng-Jun Zha, Qingming Huang, Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment, CVPR 2022.
  • Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang, Dist-PU: Positive-Unlabeled Learning From a Label Distribution Perspective, CVPR 2022.
  • Hanhua Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang, Ming-Hsuan Yang, Hierarchical Modular Network for Video Captioning, CVPR 2022.
  • Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang, ER: Equivariance Regularizer for Knowledge Graph Completion, AAAI 2022.
  • Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Geometry Interaction Knowledge Graph Embeddings, AAAI 2022.

2021

  • Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang. Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction. IEEE Trans. Pattern Anal. Mach. Intell., accepted (DOI: 10.1109/TPAMI.2021.3103741)
  • Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang. Learning with Multiclass AUC: Theory and Algorithms. IEEE Trans. Pattern Anal. Mach. Intell., accepted (DOI: 10.1109/TPAMI.2021.3101125)
  • Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang. Poisoning Attack against Estimating from Pairwise Comparisons. IEEE Trans. Pattern Anal. Mach. Intell., accepted (DOI: 10.1109/TPAMI.2021.3087514)
  • Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Qingming Huang, Qi Tian. Self-Regulated Learning for Egocentric Video Activity Anticipation. IEEE Trans. Pattern Anal. Mach. Intell., accepted (DOI: 10.1109/TPAMI.2021.3059923)
  • Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 858-872 (2021)
  • Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe. Viewpoint and Scale Consistency Reinforcement for UAV Vehicle Re-Identification. Int. J. Comput. Vis. 129(3): 719-735 (2021)
  • Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao. Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129(5): 1732-1753 (2021)
  • Jun Yu, Xingxin Xu, Fei Gao, Shengjie Shi, Meng Wang, Dacheng Tao, Qingming Huang. Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs. IEEE Trans. Cybernetics, 51(9): 4350-4362 (2021).
  • Dengchao Jin, Jianjun Lei, Bo Peng, Wanqing Li, Nam Ling, Qingming Huang. Deep Affine Motion Compensation Network for Inter Prediction in VVC. IEEE Trans. Circuits Syst. Video Techn., accepted (DOI: 10.1109/TCSVT.2021.3107135)
  • Yan Yang, Jun Yu, Jian Zhang, Weidong Han, Hanliang Jiang, Qingming Huang. Joint Embedding of Deep Visual and Semantic Features for Medical Image Report Generation. IEEE Trans. Multimedia, accepted (DOI: 10.1109/TMM.2021.3122542)
  • Xinfeng Zhang, Weisi Lin, Qingming Huang. Fine-Grained Image Quality Assessment: A Revisit and Further Thinking. IEEE Trans. Circuits Syst. Video Techn., accepted (DOI: 10.1109/TCSVT.2021.3096528)
  • Qixiang Ye, Fang Wan, Chang Liu, Qingming Huang, Xiangyang Ji. Continuation Multiple Instance Learning for Weakly and Fully Supervised Object Detection. IEEE Trans. Neural Netw. Learning Syst., accepted (DOI: 10.1109/TNNLS.2021.3070801)
  • Jincan Deng, Liang Li, Shuhui Wang, Beichen Zhang, Zheng-Jun Zha, Qingming Huang. Syntax-guided Hierarchical Attention Network forVideo Captioning. IEEE Trans. Circuits Syst. Video Techn., accepted (DOI: 10.1109/TCSVT.2021.3063423)
  • Xiaoting Fan, Jianjun Lei, Jie Liang, Yuming Fang, Nam Ling, Qingming Huang. Stereoscopic Image Retargeting Based on Deep Convolutional Neural Network. IEEE Trans. Circuits Syst. Video Techn., accepted (DOI: 10.1109/TCSVT.2021.3054062)
  • Zuyao Chen, Runmin Cong, Qianqian Xu, Qingming Huang. DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection. IEEE Trans. Image Processing, accepted (DOI: 10.1109/TIP.2020.3028289)
  • Kai Xu, Guorong Li, Qingming Huang. Self-Supervised Deep TripleNet for Video Object Segmentation. IEEE Trans. Multimedia, accepted (DOI: 10.1109/TMM.2020.3026913)
  • Jianjun Lei, Zhe Zhang, Xiaoting Fan, Bolan Yang, Xinxin Li, Chen Yi, Qingming Huang. Deep Stereoscopic Image Super-Resolution via Interaction Module. IEEE Trans. Circuits Syst. Video Techn. 31(8): 3051-3061 (2021)
  • Jianjun Lei, Xinyu Li, Bo Peng, Leyuan Fang, Nam Ling, Qingming Huang. Deep Spatial-Spectral Subspace Clustering for Hyperspectral Image. IEEE Trans. Circuits Syst. Video Techn. 31(7): 2686-2697 (2021)
  • Ting Yu, Jun Yu, Zhou Yu, Qingming Huang, Qi Tian. Long-Term Video Question Answering via Multimodal Hierarchical Memory Attentive Networks. IEEE Trans. Circuits Syst. Video Techn. 31(3): 931-944 (2021)
  • Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian. Graph Regularized Encoder-Decoder Networks for Image Representation Learning. IEEE Trans. Multimedia, accepted (DOI: 10.1109/TMM.2020.3020697)
  • Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Ke Ma, Xiaochun Cao, Qingming Huang. Neural Collaborative Preference Learning with Pairwise Comparisons. IEEE Trans. Multimedia, accepted (DOI: 10.1109/TMM.2020.3006373)
  • Zhe Wu, Li Su, Qingming Huang. Decomposition and Completion Network for Salient Object Detection. IEEE Trans. Image Processing 30(7): 6226-6239 (2021)
  • Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data. IEEE Trans. Multimedia 23: 1882-1894 (2021)
  • Shangzhi Teng, Shiliang Zhang, Qingming Huang, Nicu Sebe. Multi-View Spatial Attention Embedding for Vehicle Re-Identification. IEEE Trans. Circuits Syst. Video Techn. 30(2): 816-827 (2021)
  • Kai Xu, Longyin Wen, Guorong Li, Honggang Qi, Liefeng Bo, Qingming Huang. Learning Self-Supervised Space-Time CNN for Fast Video Style Transfer. IEEE Trans. Image Processing 30: 2501-2512 (2021)
  • Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Augmented Adversarial Training for Cross-modal Retrieval. IEEE Trans. Multimedia 23: 559-571 (2021)
  • Yifan Yang, Guorong Li, Dawei Du, Qingming Huang, Nicu Sebe. Embedding Perspective Analysis into Multi-Column Convolutional Neural Network for Crowd Counting. IEEE Trans. Image Processing 30: 1395-1407 (2021)
  • Chongyi Li, Runmin Cong, Kwong Tak Wu Sam, Junhui Hou, Huazhu Fu, Guopu Zhu, Dingwen Zhang, Qingming Huang. ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection. IEEE Trans. Cybernetics 51(1): 88-100 (2021)
  • Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang. When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. ICML 2021: 11820-11829.
  • Xu Yan, Zhengcong Fei, Zekang Li, Shuhui Wang, Qingming Huang, Qi Tian. Semi-Autoregressive Image Captioning. ACM MM 2021: 2708-2716.
  • Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang. When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking. NeurIPS 2021.
  • Jingru Gan, Jinchang Luo, Haiwei Wang, Shuhui Wang, Wei He, Qingming Huang. Multimodal Entity Linking: A New Dataset and A Baseline. ACM MM 2021: 993-100.
  • Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang. Learning Unified Embeddings for Recommendation via Meta-path Semantics. ACM MM 2021: 3909-3917.
  • Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang. Pareto Optimality for Fairness-constrained Collaborative Filtering. ACM MM 2021: 5619-5627.
  • Zitai Wang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang. Implicit Feedbacks Are Not Always Favorable: Iterative Relabeled One-Class Collaborative Filtering against Noisy Interactions. ACM MM 2021: 3070-3078.
  • Weidong Chen, Guorong Li, Xinfeng Zhang, Hongyang Yu, Shuhui Wang, Qingming Huang. Cascade Cross-modal Attention Network for Video Actor and Action Segmentation from a Sentence. ACM MM 2021: 4053-4062.
  • Xinzhe Han, Shuhui Wang, Chi Su, Qi Tian, Qingming Huang. Greedy Gradient Ensemble for Robust Visual Question Answering, International Conference on Computer Vision. ICCV 2021: 1564-1573.
  • Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe. Exploiting Inter-sample Relationship for Crowd Counting with Multi-expert Network. ICCV 2021.
  • Xinzhe Han, Shuhui Wang, Chi Su, Qi Tian, Qingming Huang. Greedy Gradient Ensemble for Robust Visual Question Answering. International Conference on Computer Vision (ICCV), Montreal, Canada, October 11-17, 2021, 1564-1573.
  • Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang. Rethinking Graph Neural Architecture Search from Message-passing. CVPR 2021: 6657-6666.
  • Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang. Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association. CVPR 2021: 16347-16356.
  • Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang. Deep Partial Rank Aggregation for Personalized Attributes. AAAI 2021: 678-688.
  • Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang. What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models. AAAI 2021: 1708-1716.
  • Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang. Dual Quaternion Knowledge Graph Embeddings. AAAI 2021: 6894-6902.
  • Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye. Nearest Neighbor Classifier Embedded Network for Active Learning. AAAI 2021: 10041-10048.

2020

  • Sicheng Zhao, Guiguang Ding, Yue Gao, Xin Zhao, Youbao Tang, Jungong Han, Qingming Huang. Discrete Probability Distribution Prediction of Image Emotions With Shared Sparse Learning. IEEE Trans. Affective Computing, 11(4): 574-587 (2020).
  • Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang. Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. IEEE Trans. Pattern Anal. Mach. Intell. (2020) (In Press, DOI: 10.1109/TPAMI.2020.2991344)
  • Jun Yu, Jing Li, Zhou Yu, Qingming Huang. Multimodal Transformer with Multi-View Visual Representation for Image Captioning. IEEE Trans. Circuits Syst. Video Techn. 30(12): 4467-4480 (2020)
  • Kaiwen Duan, Dawei Du, Honggang Qi, Qingming Huang. Detecting Small Objects Using a Channel-Aware Deconvolutional Network. IEEE Trans. Circuits Syst. Video Techn. 30(6): 1639-1652 (2020)
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Jinhui Hou, Qingming Huang, Sam Kwong. Going from RGB to RGBD Saliency: A Depth Guided Transformation Model. IEEE Trans. Cybernetics 50(8): 3627-3639 (2020)
  • Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe. The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline. Int. J. Comput. Vis. 128(5): 1141-1159 (2020)
  • Shuqiang Jiang, Weiqing Min, Yonggang Wen, Qingming Huang, Shuicheng Yan. Deep Neural Networks for Emerging Multimedia Computing and Applications. Neurocomputing 395: 117-118 (2020)
  • Fei Gao, Ziyun Li, Jun Yu, Junze Yu, Qingming Huang, Qi Tian. Style-adaptive Photo Aesthetic Rating via Convolutional Neural Networks and Multi-task Learning. Neurocomputing 395: 247-254 (2020)
  • Hongyang Yu, Guorong Li, Li Su, Bineng Zhong, Hongxun Yao, Qingming Huang. Conditional GAN Based Individual and Global Motion Fusion for Multiple Object Tracking in UAV Videos. Pattern Recognit. Lett. 131: 219-226 (2020)
  • Yiling Wu, Shuhui Wang, Qingming Huang. Online Fast Adaptive Low-rank Similarity Learning for Cross-Modal Retrieval. IEEE Trans. Multimedia 22(5): 1310-1322 (2020)
  • Xiaoting Fan, Jianjun Lei, Yuming Fang, Qingming Huang, Nam Ling, Chunping Hou. Stereoscopic Image Stitching via Disparity-Constrained Warping and Blending. IEEE Trans. Multimedia 22(3): 655-665 (2020)
  • Jun Yu, Chaoyang Zhu, Jian Zhang, Qingming Huang, Dacheng Tao. Spatial Pyramid-Enhanced NetVLAD with Weighted Triplet Loss for Place Recognition. IEEE Trans. Neural Netw. Learning Syst. 31(2): 661-674 (2020)
  • Bo Peng, Jianjun Lei, Huazhu Fu, Ling Shao, Qingming Huang. A Recursive Constrained Framework for Unsupervised Video Action Clustering. IEEE Trans. Ind. Informatics 16(1): 555-565 (2020)
  • Shuhao Cui, Jin Xuan, Shuhui Wang, Yuan He, Qingming Huang. Heuristic Adversarial Domain Adaptation. NeurIPS 2020: 7571-7583
  • Jin Wang. Chen Wang, Qingming Huang, Yunhui Shi, Jian-Fang Cai, Qing Zhu, Baocai Yin. Image Inpainting Based on Multi-frequency Probabilistic Inference Model. ACM Multimedia 2020: 1-9
  • Zhaobo Qi, Shuhui Wang, Chi Su, Li Su, Qingming Huang, Qi Tian. Towards More Explainability: Concept Knowledge Mining Network for Event Recognition. ACM Multimedia 2020: 3857-3865
  • Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Xiaocun Cao, Qingming Huang. Quaternion-Based Knowledge Graph Network for Recommendation. ACM Multimedia 2020: 880-888
  • Liang Li, Shijie Yang, Li Su, Shuhui Wang, Chenggang Yan, Zheng-Jun Zha, Qingming Huang. Diverter-Guider Recurrent Network for Diverse Poems Generation from Image. ACM Multimedia 2020: 3875-3883
  • Beichen Zhang, Liang Li, Li Su, Shuhui Wang, Jincan Deng, Zhengjun-Zha, Qingming Huang. Structural Semantic Adversarial Active Learning for Image Captioning. ACM Multimedia 2020: 1112-1121
  • Dechao Meng, Liang Li, Shuhui Wang, Xingyu Gao, Zhengjun-Zha, Qingming Huang. Fine-grained Feature Alignment with Part Perspective Transformation for Vehicle ReID. ACM Multimedia 2020: 619-627
  • Zhaobo Qi, Shuhui Wang, Chi Su, Weigang Zhang, Qingming Huang. Modeling Temporal Concept Receptive Field Dynamically for Untrimmed Video Analysis. ACM Multimedia 2020: 3798-3806
  • Peisong Wen, Roulin Yang, Qianqian Xu, Chen Qian, Qingming Huang, Ruimin Cong, Jianlou Si. DMVOS: Discriminative Matching for Real-time Video Object Segmentation. ACM Multimedia 2020: 2048-2056
  • Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang. Transferrable Referring Expression Grounding with Concept Transfer and Context Inheritance. ACM Multimedia 2020: 3938-3946
  • Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang. Task-distribution-aware Meta-learning for Cold-start CTR Prediction. ACM Multimedia 2020: 3514-3522
  • Zhenhuan Liu, Liang Li, Shaofei Cai, Jincan Deng, Qianqian Xu, Shuhui Wang, Qingming Huang. IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning. ACM Multimedia 2020: 322-330
  • Mingyao Hong, Guorong Li, Xinfeng Zhang, Qingming Huang. Generalized Zero-Shot Video Classification via Generative Adversarial Networks. ACM Multimedia 2020: 2419-2426
  • Shuhao Cui, Shuhui Wang, Junbao Zhuo, Chi Su, Qingming Huang, Qi Tian. Gradually Vanishing Bridge for Adversarial Domain Adaptation. CVPR 2020: 12452-12461
  • Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang, Qi Tian. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization on Output under Label Insufficient Situations. CVPR 2020: 3941-3950
  • Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe. Reverse Perspective Network for Perspective-Aware Object Counting. CVPR 2020: 4373-4382
  • Dechao Meng, Liang Li, Xuejing Liu, Yadong Li, Shijie Yang, Zheng-Jun Zha, Xingyu Gao, Shuhui Wang, Qingming Huang. Parsing-based View-aware Embedding Network for Vehicle Re-Identification. CVPR 2020: 7101-7110
  • Jun Wei, Shuhui Wang, Zhe Wu, Chi Su, Qingming Huang, Qi Tian. Label Decoupling Framework for Salient Object Detection. CVPR 2020: 13022-13031
  • Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha, Qingming Huang. State-relabeling Adversarial Active Learning. CVPR 2020: 8753-8762
  • Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao. Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. AAAI 2020: 262-269
  • Yifan Yang, Guorong Li, Yuankai Qi, Qingming Huang. Release the Power of Online-training for Robust Visual Tracking. AAAI 2020: 12645-12652
  • Jun Wei, Shuhui Wang, Qingming Huang. Cross Feature Feedback Network for Salient Object Detection. AAAI 2020: 12321-12328
  • Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang. Global Context-Aware Progressive Aggregation Network for Salient Object Detection. AAAI 2020: 10599-10606
  • Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian. A Structured Latent Variable Recurrent Network With Stochastic Attention For Generating Weibo Comments. IJCAI 2020: 3962-3968
  • Xinzhe Han, Shuhui Wang, Chi Su, Weigang Zhang, Qingming Huang, Qi Tian. Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision. ECCV 2020: 553-570
  • Kaiwen Duan, Lingxi Xie, Honggang Qi, Song Bai, Qingming Huang, Qi Tian. Corner Proposal Network for Anchor-free, Two-stage Object Detection. ECCV 2020: 399-416
  • Yifan Yang, Guorong Li, Zhe Wu, Li Su, Qingming Huang, Nicu Sebe. Weakly-Supervised Crowd Counting Learns from Sorting rather than Locations. ECCV 2020: 1-17

    2019

  • Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang, Qi Tian. SkeletonNet: A Hybrid Network with a Skeleton-Embedding Process for Multi-view Image Representation Learning. IEEE Trans. Multimedia, 21(11): 2916-2929 (2019)
  • Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Online Asymmetric Metric Learning with Multi-Layer Similarity Aggregation for Cross-Modal Retrieval. IEEE Trans. Image Processing, 28(9): 4299-4312 (2019)
  • Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao. From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 844-856 (2019) [pdf]
  • Yuankai Qi, Shengping Zhang, Lei Qin, Qingming Huang, Hongxun Yao, Jongwoo Lim, Ming-Hsuan Yang. Hedging Deep Features for Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 41(5): 1116-1130 (2019) [pdf]
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Weisi Lin, Qingming Huang, Xiaochun Cao, Chunping Hou. An Iterative Co-Saliency Framework for RGBD Images. IEEE Trans. Cybernetics 49(1): 233-246 (2019)
  • Zhiyong Yang, Qianqian Xu, Weigang Zhang, Xiaochun Cao, Qingming Huang. Split Multiplicative Multi-view Subspace Clustering. IEEE Trans. Image Processing 28(10): 5147-5160 (2019)
  • Zhe Wu, Li Su, Qingming Huang. Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction. IEEE Trans. Circuits Syst. Video Techn. 29(10): 2960-2971 (2019)
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Ming-Ming Cheng, Weisi Lin, Qingming Huang. Review of Visual Saliency Detection with Comprehensive Information. IEEE Trans. Circuits Syst. Video Techn. 29(10): 2941-2959 (2019)
  • Zhe Xue, Junping Du, Min Zuo, Guorong Li, Qingming Huang. Label Correlation Guided Deep Multi-View Image Annotation. IEEE Access 7(1): 134707-134717 (2019)
  • Junbiao Pang, Jing Huang, Yong Du, Haitao Yu, Qingming Huang, Baocai Yin. Learning to Predict Bus Arrival Time from Heterogeneous Measurements via Recurrent Neural Network. IEEE Trans. Intelligent Transportation Systems 20(9): 3283-3293 (2019)
  • Jun Huang, Xiwen Qu, Guorong Li, Feng Qin, Xiao Zheng, Qingming Huang. Multi-View Multi-Label Learning With View-Label-Specific Features. IEEE Access 7(1): 100979-100992 (2019)
  • Jianjun Lei, Lijie Niu, Huazhu Fu, Bo Peng, Qingming Huang, Chunping Hou. Person Re-Identification by Semantic Region Representation and Topology Constraint. IEEE Trans. Circuits Syst. Video Techn. 29(8): 2453-2466 (2019)
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Fatih Porikli, Qingming Huang, and Chunping Hou. Video Saliency Detection via Sparsity-based Reconstruction and Propagation. IEEE Trans. Image Processing 28(10): 4819-4831 (2019)
  • Junbiao Pang, Fei Tao, Qingming Huang, Qi Tian, Baocai Yin. Two Birds with One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics from Multimodal Web Data. IEEE Trans. Neural Netw. Learning Syst. 30(8): 2397-2409 (2019)
  • Zhe Xue, Junping Du, Dawei Du, Guorong Li, Qingming Huang, Siwei Lyu. Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification. IEEE Signal Process. Lett. 26(8): 1177-1181 (2019)
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Nam Ling. HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images. IEEE Trans. Multimedia 21(7): 1660-1671 (2019)
  • Yuankai Qi, Lei Qin, Shengping Zhang, Qingming Huang, Hongxun Yao. Robust Visual Tracking via Scale-and-state-awareness. Neurocomputing 329: 75-85 (2019)
  • Yiling Wu, Shuhui Wang, Qingming Huang. Multi-modal Semantic Autoencoder for Cross-modal Retrieval. Neurocomputing 331: 165-175 (2019)
  • Shuhui Wang, Liang Li, Chenxue Yang, Qingming Huang. Regularized Topic-aware Latent Influence Propagation in Dynamic Relational Networks. GeoInformatica 23(3): 329-352 (2019)
  • Junbiao Pang, Anjing Hu, Qingming Huang, Qi Tian, Baocai Yin. Increasing Interpretation of Web Topic Detection via Prototype Learning from Sparse Poisson Deconvolution. IEEE Trans. Cybernetics, 49(3): 1072-1083 (2019)
  • Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao. iSplit LBI: Individualized Partial Ranking with Ties via Split LBI. NeurIPS (2019): 3896-3906
  • Zhiyong Yang, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang. Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer. NeurIPS (2019): 5846-5857
  • Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang. DM2C: Deep Mixed-Modal Clustering. NeurIPS (2019): 5880-5890
  • Zhe Wu, Li Su, Qingming Huang. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection. CVPR 2019: 3907-3916 [pdf]
  • Junbao Zhuo, Shuhui Wang, Shuhao Cui, Qingming Huang. Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization. CVPR 2019: 750-759 [pdf]
  • Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang. Spatiotemporal CNN for Video Object Segmentation. CVPR 2019: 1379-1388 [pdf]
  • Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao. Deep Robust Subjective Visual Property Prediction in Crowdsourcing. CVPR 2019: 8993-9001 [pdf]
  • Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang. Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding. ICCV (2019): 2611-2620
  • Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, Qi Tian. CenterNet: Keypoint Triplets for Object Detection. ICCV (2019): 6568-6577
  • Zhe Wu, Li Su, Qingming Huang. Cross Refinement Network for Edge-Aware Salient Object Detection. ICCV (2019): 7263-7272
  • Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang. Learning Personalized Attribute Preference via Multi-task AUC Optimization. AAAI 2019: 5660-5667 [pdf]
  • Yuankai Qi, Shengping Zhang, Weigang Zhang, Li Su, Qingming Huang, Ming-Hsuan Yang. Learning Attribute-Specific Representations for Visual Tracking. AAAI 2019: 8835-8842 [pdf]
  • Shijie Yang, Liang Li, Shuhui Wang, Dechao Meng, Qingming Huang, Qi Tian. SRN: Structured Stochastic Recurrent Network for Linguistic Video Prediction. ACM Multimedia 2019: 21-29
  • Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Learning Fragment Self-Attention Embeddings for Image-Text Matching. ACM Multimedia 2019: 2088-2096
  • Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang. Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding. ACM Multimedia 2019: 539-547
  • Peng Zhang, Li Su, Liang Li, Bingkun Bao, Pamela Cosman, Guorong Li, Qingming Huang. Training Efficient Saliency Prediction Model with Knowledge Distillation. ACM Multimedia 2019: 512-520
  • Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang. Duet Robust Deep Subspace Clustering. ACM Multimedia 2019: 1596-1604
  • Shilong Bao, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang. Collaborative Preference Embedding against Sparse Labels. ACM Multimedia 2019: 2079-2087
  • Zitai Wang, Qianqian Xu, Ke Ma, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang. Adversarial Preference Learning with Pairwise Comparisons. ACM Multimedia 2019: 656-664

2018

  • Junbiao Pang, Jing Huang, Xue Yang, Zuyun Wang, Haitao Yu, Qingming Huang, Baocai Yin. Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization. IEEE Trans. Intelligent Transportation Systems 19(10): 3208-3219 (2018) [pdf]
  • Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou. Co-Saliency Detection for RGBD Images Based on Multi-Constraint Feature Matching and Cross Label Propagation. IEEE Trans. Image Processing 27(2): 568-579 (2018) [pdf]
  • Dawei Du, Longyin Wen, Honggang Qi, Qingming Huang, Qi Tian, Siwei Lyu. Iterative Graph Seeking for Object Tracking. IEEE Trans. Image Processing 27(4): 1809-1821 (2018) [pdf]
  • Yuankai Qi, Lei Qin, Jian Zhang, Shengping Zhang, Qingming Huang, Ming-Hsuan Yang. Structure-Aware Local Sparse Coding for Visual Tracking. IEEE Trans. Image Processing 27(8): 3857-3869 (2018) [pdf]
  • Chunjie Zhang, Guibo Zhu, Chao Liang, Yifan Zhang, Qingming Huang, Qi Tian. Image Class Prediction by Joint Object, Context, and Background Modeling. IEEE Trans. Circuits Syst. Video Techn. 28(2): 428-438 (2018) [pdf]
  • Zhe Xue, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang. Bilevel Multiview Latent Space Learning. IEEE Trans. Circuits Syst. Video Techn. 28(2): 327-341 (2018) [pdf]
  • Jun Huang, Guorong Li, Qingming Huang, Xindong Wu. Joint Feature Selection and Classification for Multilabel Learning. IEEE Trans. Cybernetics 48(3): 876-889 (2018) [pdf]
  • Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian. Generalized Semi-supervised and Structured Subspace Learning for Cross-Modal Retrieval. IEEE Trans. Multimedia 20(1): 128-141 (2018) [pdf]
  • Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang. From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. AAAI 2018: 515-522 [pdf]
  • Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao. HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation. AAAI 2018: 4326-4334 [pdf]
  • Tao Hu, Honggang Qi, Jizheng Xu, Qingming Huang. Facial Landmarks Detection by Self-Iterative Regression Based Landmarks-Attention Network. AAAI 2018: 6926-6933 [pdf]
  • Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer. Affective Image Content Analysis: A Comprehensive Survey. IJCAI 2018: 5534-5541 [pdf]
  • Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao. A Margin-based MLE for Crowdsourced Partial Ranking. ACM Multimedia 2018: 591-599 [pdf]
  • Yangbangyan Jiang, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang. When to Learn What: Deep Cognitive Subspace Clustering. ACM Multimedia 2018: 718-726 [pdf]
  • Yiling Wu, Shuhui Wang, Qingming Huang. Learning Semantic Structure-preserved Embeddings for Cross-modal Retrieval. ACM Multimedia 2018: 825-833 [pdf]
  • Liang Li, Shuhui Wang, Shuqiang Jiang, Qingming Huang. Attentive Recurrent Neural Network for Weak-supervised Multi-label Image Classification. ACM Multimedia 2018: 1092-1100 [pdf]
  • Shuhui Wang, Yangyu Chen, Junbao Zhuo, Qingming Huang, Qi Tian. Joint Global and Co-Attentive Representation Learning for Image-Sentence Retrieval. ACM Multimedia 2018: 1398-1406 [pdf]
  • Yangyu Chen, Shuhui Wang, Weigang Zhang, Qingming Huang. Less Is More: Picking Informative Frames for Video Captioning. ECCV (13) 2018: 367-384 [pdf]
  • Dawei Du, Yuankai Qi, Hongyang Yu, Yi-Fan Yang, Kaiwen Duan, Guorong Li, Weigang Zhang, Qingming Huang, Qi Tian. The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking. ECCV (10) 2018: 375-391 [pdf]

2017

  • Honggang Qi, Qingming Huang, Wen Gao. A Bit-Plane Decomposition Matrix-Based VLSI Integer Transform Architecture for HEVC. IEEE Trans. Circuits and Systems 64-II(3): 349-353 (2017) [pdf]
  • Yanhao Zhang, Lei Qin, Rongrong Ji, Sicheng Zhao, Qingming Huang, Jiebo Luo. Exploring Coherent Motion Patterns via Structured Trajectory Learning for Crowd Mood Modeling. IEEE Trans. Circuits Syst. Video Techn. 27(3): 635-648 (2017) [pdf]
  • Chunjie Zhang, Qingming Huang, Qi Tian. Contextual Exemplar Classifier-Based Image Representation for Classification. IEEE Trans. Circuits Syst. Video Techn. 27(8): 1691-1699 (2017) [pdf]
  • Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu. Geometric Hypergraph Learning for Visual Tracking. IEEE Trans. Cybernetics 47(12): 4182-4195 (2017) [pdf]
  • Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Multimodal Similarity Gaussian Process Latent Variable Model. IEEE Trans. Image Processing 26(9): 4168-4181 (2017) [pdf]
  • Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian. Cross-Modal Retrieval Using Multiordered Discriminative Structured Subspace Learning. IEEE Trans. Multimedia 19(6): 1220-1233 (2017) [pdf]
  • Chunjie Zhang, Chao Liang, Liang Li, Jing Liu, Qingming Huang, Qi Tian. Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks. IEEE Trans. Neural Netw. Learning Syst. 28(7): 1550-1559 (2017) [pdf]
  • Jiaming Zhang, Shuhui Wang, Qingming Huang. Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieval. ACM Trans. Intelligent Systems and Technology 8(3): 38:1-38:21 (2017) [pdf]
  • Yiling Wu, Shuhui Wang, Qingming Huang. Online Asymmetric Similarity Learning for Cross-Modal Retrieval. CVPR 2017: 3984-3993 [pdf]
  • Shijie Yang, Liang Li, Shuhui Wang, Weigang Zhang, Qingming Huang. A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning. CVPR 2017: 7053-7061 [pdf]
  • Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Multimodal Gaussian Process Latent Variable Models with Harmonization. ICCV 2017: 5039-5047 [pdf]
  • Liang Zhang, Bingpeng Ma, Jianfeng He, Guorong Li, Qingming Huang, Qi Tian. Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval. IJCAI 2017: 3406-3412 [pdf]
  • Xinge Zhu, Liang Li, Weigang Zhang, Tianrong Rao, Min Xu, Qingming Huang, Dong Xu. Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition. IJCAI 2017: 3595-3601 [pdf]
  • Junbao Zhuo, Shuhui Wang, Weigang Zhang, Qingming Huang. Deep Unsupervised Convolutional Domain Adaptation. ACM Multimedia 2017: 261-269 [pdf]
  • Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian. Multi-Networks Joint Learning for Large-Scale Cross-Modal Retrieval. ACM Multimedia 2017: 907-915 [pdf]
  • Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao. Exploring Outliers in Crowdsourced Ranking for QoE. ACM Multimedia 2017: 1540-1548 [pdf]

2016

  • Dawei Du, Honggang Qi, Wenbo Li, Longyin Wen, Qingming Huang, Siwei Lyu. Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph. IEEE Trans. Image Processing 25(8): 3572-3584 (2016) [pdf]
  • Jun Huang, Guorong Li, Qingming Huang, Xindong Wu. Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 28(12): 3309-3323 (2016) [pdf]
  • Lingyang Chu, Yanyan Zhang, Guorong Li, Shuhui Wang, Weigang Zhang, Qingming Huang. Effective Multimodality Fusion Framework for Cross-Media Topic Detection. IEEE Trans. Circuits Syst. Video Techn. 26(3): 556-569 (2016) [pdf]
  • Yingkun Xu, Lei Qin, Qingming Huang. Coupling Reranking and Structured Output SVM Co-Train for Multitarget Tracking. IEEE Trans. Circuits Syst. Video Techn. 26(6): 1084-1098 (2016) [pdf]
  • Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang. Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. IEEE Trans. Multimedia 18(6): 1201-1216 (2016) [pdf]
  • Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang. Corrections to Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. IEEE Trans. Multimedia 18(10): 2127 (2016) [pdf]
  • Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin. Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection. IEEE Trans. Multimedia 18(12): 2482-2493 (2016) [pdf]
  • Zhe Xue, Guorong Li, Qingming Huang. Joint Multi-View Representation Learning and Image Tagging. AAAI 2016: 1366-1372 [pdf]
  • Yuankai Qi, Shengping Zhang, Lei Qin, Hongxun Yao, Qingming Huang, Jongwoo Lim, Ming-Hsuan Yang. Hedged Deep Tracking. CVPR 2016: 4303-4311 [pdf]
  • Yanhao Zhang, Lei Qin, Qingming Huang, Kuiyuan Yang, Jun Zhang, Hongxun Yao. From Seed Discovery to Deep Reconstruction: Predicting Saliency in Crowd via Deep Networks. ACM Multimedia 2016: 72-76 [pdf]
  • Jianfeng He, Bingpeng Ma, Shuhui Wang, Yugui Liu, Qingming Huang. Cross-modal Retrieval by Real Label Partial Least Squares. ACM Multimedia 2016: 227-231 [pdf]
  • Liang Zhang, Bingpeng Ma, Guorong Li, Qingming Huang, Qi Tian. PL-ranking: A Novel Ranking Method for Cross-Modal Retrieval. ACM Multimedia 2016: 1355-1364 [pdf]
  • Li Shen, Zhouchen Lin, Qingming Huang. Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks. ECCV (7) 2016: 467-482 [pdf]

2015

  • Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei. ALID: Scalable Dominant Cluster Detection. PVLDB 8(8): 826-837 (2015) [pdf]
  • Li Shen, Gang Sun, Qingming Huang, Shuhui Wang, Zhouchen Lin, Enhua Wu. Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification. IEEE Trans. Image Processing 24(10): 3109-3123 (2015) [pdf]
  • Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Qingming Huang, Qi Tian. Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks. IEEE Trans. Image Processing 24(12): 5777-5788 (2015) [pdf]
  • Yanhao Zhang, Lei Qin, Rongrong Ji, Hongxun Yao, Qingming Huang. Social Attribute-Aware Force Model: Exploiting Richness of Interaction for Abnormal Crowd Detection. IEEE Trans. Circuits Syst. Video Techn. 25(7): 1231-1245 (2015) [pdf]
  • Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin. Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification. IEEE Trans. Cybernetics 45(12): 2937-2947 (2015) [pdf]
  • Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin. Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Trans. Multimedia 17(6): 843-853 (2015) [pdf]
  • Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Similarity Gaussian Process Latent Variable Model for Multi-modal Data Analysis. ICCV 2015: 4050-4058 [pdf]
  • Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu. Adaptive Sharing for Image Classification. IJCAI 2015: 2183-2190 [pdf]
  • Zhiyi Wang, Liang Li, Qingming Huang. Cross-media Topic Detection with Refined CNN based Image-Dominant Topic Model. ACM Multimedia 2015: 1171-1174 [pdf]

2014

  • Shiliang Zhang, Qi Tian, Qingming Huang, Wen Gao, Yong Rui. Cascade Category-Aware Visual Search. IEEE Trans. Image Processing 23(6): 2514-2527 (2014) [pdf]
  • Shiliang Zhang, Qi Tian, Qingming Huang, Wen Gao, Yong Rui. USB: Ultrashort Binary Descriptor for Fast Visual Matching and Retrieval. IEEE Trans. Image Processing 23(8): 3671-3683 (2014) [pdf]
  • Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao. Online HodgeRank on Random Graphs for Crowdsourceable QoE Evaluation. IEEE Trans. Multimedia 16(2): 373-386 (2014) [pdf]
  • Xi Wang, Li Su, Honggang Qi, Qingming Huang, Guorong Li. Face Distortion Recovery Based on Online Learning Database for Conversational Video. IEEE Trans. Multimedia 16(8): 2130-2140 (2014) [pdf]
  • Shu Lin, Qing-Jie Kong, Qingming Huang. A Simulation Analysis on the Existence of Network Traffic Flow Equilibria. IEEE Trans. Intelligent Transportation Systems 15(4): 1706-1713 (2014) [pdf]

2013

  • Shiliang Zhang, Qi Tian, Ke Lu, Qingming Huang, Wen Gao. Edge-SIFT: Discriminative Binary Descriptor for Scalable Partial-Duplicate Mobile Search. IEEE Trans. Image Processing 22(7): 2889-2902 (2013) [pdf]
  • Liang Li, Shuqiang Jiang, Zheng-Jun Zha, Zhipeng Wu, Qingming Huang. Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching. IEEE MultiMedia 20(3): 13-23 (2013) [pdf]
  • Guorong Li, Qingming Huang, Lei Qin, Shuqiang Jiang. SSOCBT: A Robust Semisupervised Online CovBoost Tracker That Uses Samples Differently. IEEE Trans. Circuits Syst. Video Techn. 23(4): 695-709 (2013) [pdf]
  • Lingyang Chu, Shuqiang Jiang, Shuhui Wang, Yanyan Zhang, Qingming Huang. Robust Spatial Consistency Graph Model for Partial Duplicate Image Retrieval. IEEE Trans. Multimedia 15(8): 1982-1996 (2013) [pdf]
  • Li Shen, Shuhui Wang, Gang Sun, Shuqiang Jiang, Qingming Huang. Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization. CVPR 2013: 383-390 [pdf]
  • Huiying Liu, Dong Xu, Qingming Huang, Wen Li, Min Xu, Stephen Lin. Semantically-Based Human Scanpath Estimation with HMMs. ICCV 2013: 3232-3239 [pdf]
  • Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao. Robust evaluation for quality of experience in crowdsourcing. ACM Multimedia 2013: 43-52 [pdf]
  • Chunjie Zhang, Shuhui Wang, Chao Liang, Jing Liu, Qingming Huang, Haojie Li, Qi Tian. Beyond bag of words: image representation in sub-semantic space. ACM Multimedia 2013: 497-500 [pdf]
  • Chunjie Zhang, Yifan Zhang, Shuhui Wang, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian. Undo the codebook bias by linear transformation for visual applications. ACM Multimedia 2013: 533-536 [pdf]

2012

  • Qianqian Xu, Qingming Huang, Tingting Jiang, Bowei Yan, Weisi Lin, Yuan Yao. HodgeRank on Random Graphs for Subjective Video Quality Assessment. IEEE Trans. Multimedia 14(3-2): 844-857 (2012) [pdf]
  • Shuhui Wang, Qingming Huang, Shuqiang Jiang, Qi Tian. S3MKL: Scalable Semi-Supervised Multiple Kernel Learning for Real-World Image Applications. IEEE Trans. Multimedia 14(4): 1259-1274 (2012) [pdf]
  • Liang Li, Shuqiang Jiang, Qingming Huang. Learning Hierarchical Semantic Description Via Mixed-Norm Regularization for Image Understanding. IEEE Trans. Multimedia 14(5): 1401-1413 (2012) [pdf]
  • Guorong Li, Wei Qu, Qingming Huang. A Multiple Targets Appearance Tracker Based on Object Interaction Models. IEEE Trans. Circuits Syst. Video Techn. 22(3): 450-464 (2012) [[pdf](https://github.com/wang22ti/Academic-Publications/blob/master/2012/
    2012–A%20Multiple%20Targets%20Appearance%20Tracker%20Based%20on%20Object%20Interaction%20Models.pdf)]
  • Ning Zhang, Ling-Yu Duan, Lingfang Li, Qingming Huang, Jun Du, Wen Gao. A Generic Approach for Systematic Analysis of Sports Videos. ACM Trans. Intelligent Systems and Technology, 3(3): 46:1-46:29 (2012)
  • Shuhui Wang, Shuqiang Jiang, Qingming Huang, Qi Tian. Multi-feature metric learning with knowledge transfer among semantics and social tagging. CVPR 2012: 2240-2247 [pdf]
  • Qianqian Xu, Qingming Huang, Yuan Yao. Online crowdsourcing subjective image quality assessment. ACM Multimedia 2012: 359-368 [pdf]
  • Tianlong Chen, Chunxi Liu, Qingming Huang. An effective multi-clue fusion approach for web video topic detection. ACM Multimedia 2012: 781-784 [pdf]

2011

  • Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin. Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. Image Processing 20(5): 1388-1400 (2011) [pdf]
  • Shiliang Zhang, Qi Tian, Gang Hua, Qingming Huang, Wen Gao. Generating Descriptive Visual Words and Visual Phrases for Large-Scale Image Applications. IEEE Trans. Image Processing 20(9): 2664-2677 (2011) [pdf]
  • Yanwei Liu, Qingming Huang, Siwei Ma, Debin Zhao, Wen Gao, Song Ci, Hui Tang. A Novel Rate Control Technique for Multiview Video Plus Depth Based 3D Video Coding. IEEE Trans. Broadcasting 57(2): 562-571 (2011) [pdf]
  • Shuhui Wang, Qingming Huang, Shuqiang Jiang, Qi Tian. Efficient $\ell_p$-norm multiple feature metric learning for image categorization. CIKM 2011: 2077-2080 [pdf]
  • Liang Li, Shuqiang Jiang, Qingming Huang. Learning image Vicept description via mixed-norm regularization for large scale semantic image search. CVPR 2011: 825-832 [pdf]
  • Guorong Li, Lei Qin, Qingming Huang, Junbiao Pang, Shuqiang Jiang. Treat samples differently: Object tracking with semi-supervised online CovBoost. ICCV 2011: 627-634 [pdf]
  • Qianqian Xu, Tingting Jiang, Yuan Yao, Qingming Huang, Bowei Yan, Weisi Lin. Random partial paired comparison for subjective video quality assessment via hodgerank. ACM Multimedia 2011: 393-402 [pdf]
  • Tianlong Chen, Shuqiang Jiang, Lingyang Chu, Qingming Huang. Detection and location of near-duplicate video sub-clips by finding dense subgraphs. ACM Multimedia 2011: 1173-1176 [pdf]
  • Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Shuicheng Yan, Qi Tian. Human group activity analysis with fusion of motion and appearance information. ACM Multimedia 2011: 1401-1404 [pdf]

2010

  • Honggang Qi, Qingming Huang, Wen Gao. A Low-Cost Very Large Scale Integration Architecture for Multistandard Inverse Transform. IEEE Trans. Circuits and Systems 57-II(7): 551-555 (2010) [pdf]
  • Shiliang Zhang, Qingming Huang, Shuqiang Jiang, Wen Gao, Qi Tian. Affective Visualization and Retrieval for Music Video. IEEE Trans. Multimedia 12(6): 510-522 (2010) [pdf]
  • Dawei Liang, Qingming Huang, Hongxun Yao, Shuqiang Jiang, Rongrong Ji, Wen Gao. Novel observation model for probabilistic object tracking. CVPR 2010: 1387-1394 [pdf]
  • Wei Wang, Yizhou Wang, Qingming Huang, Wen Gao. Measuring visual saliency by Site Entropy Rate. CVPR 2010: 2368-2375 [pdf]
  • Shuhui Wang, Shuqiang Jiang, Qingming Huang, Qi Tian. S3MKL: scalable semi-supervised multiple kernel learning for image data mining. ACM Multimedia 2010: 163-172 [pdf]
  • Chunxi Liu, Qingming Huang, Shuqiang Jiang, Changsheng Xu. The third eye: mining the visual cognition across multi-language communities. ACM Multimedia 2010: 431-440 [pdf]
  • Shiliang Zhang, Qingming Huang, Gang Hua, Shuqiang Jiang, Wen Gao, Qi Tian. Building contextual visual vocabulary for large-scale image applications. ACM Multimedia 2010: 501-510 [pdf]
  • Zhipeng Wu, Shuqiang Jiang, Liang Li, Peng Cui, Qingming Huang, Wen Gao. Vicept: link visual features to concepts for large-scale image understanding. ACM Multimedia 2010: 711-714 [pdf]
  • Qianqian Xu, Zhipeng Wu, Guorong Li, Lei Qin, Shuqiang Jiang, Qingming Huang. Memory matrix: a novel user experience for home video. ACM Multimedia 2010: 927-930 [pdf]
  • Shuhui Wang, Qingming Huang, Shuqiang Jiang, Qi Tian. Nearest-neighbor classification using unlabeled data for real world image application. ACM Multimedia 2010: 1151-1154 [pdf]

2009

  • Guangyu Zhu, Changsheng Xu, Qingming Huang, Yong Rui, Shuqiang Jiang, Wen Gao, Hongxun Yao. Event Tactic Analysis Based on Broadcast Sports Video. IEEE Trans. Multimedia 11(1): 49-67 (2009) [pdf]
  • Shiliang Zhang, Qi Tian, Gang Hua, Qingming Huang, Shipeng Li. Descriptive visual words and visual phrases for image applications. ACM Multimedia 2009: 75-84 [pdf]
  • Zhipeng Wu, Shuqiang Jiang, Qingming Huang. Near-duplicate video matching with transformation recognition. ACM Multimedia 2009: 549-552 [pdf]
  • Lingfang Li, Ning Zhang, Ling-Yu Duan, Qingming Huang, Jun Du, Ling Guan. Automatic sports genre categorization and view-type classification over large-scale dataset. ACM Multimedia 2009: 653-656 [pdf]
  • Zhipeng Wu, Shuqiang Jiang, Qingming Huang. Friend recommendation according to appearances on photos. ACM Multimedia 2009: 987-988 [pdf]

2008

  • Changsheng Xu, Yifan Zhang, Guangyu Zhu, Yong Rui, Hanqing Lu, Qingming Huang. Using Webcast Text for Semantic Event Detection in Broadcast Sports Video. IEEE Trans. Multimedia 10(7): 1342-1355 (2008) [pdf]
  • Junbiao Pang, Qingming Huang, Shuqiang Jiang. Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection. ECCV (4) 2008: 541-552 [pdf]
  • Huiying Liu, Shuqiang Jiang, Qingming Huang, Changsheng Xu. A generic virtual content insertion system based on visual attention analysis. ACM Multimedia 2008: 379-388 [pdf]
  • Chunxi Liu, Shuqiang Jiang, Qingming Huang. Naming faces in broadcast news video by image google. ACM Multimedia 2008: 717-720 [pdf]
  • Shiliang Zhang, Qingming Huang, Qi Tian, Shuqiang Jiang, Wen Gao. i.MTV: an integrated system for mtv affective analysis. ACM Multimedia 2008: 985-986 [pdf]

2007

  • Dawei Liang, Qingming Huang, Yang Liu, Guangyu Zhu, Wen Gao. Video2Cartoon: A System for Converting Broadcast Soccer Video into 3D Cartoon Animation. IEEE Trans. Consumer Electronics 53(3): 1138-1146 (2007) [pdf]
  • Yuan Zhang, Wen Gao, Yan Lu, Qingming Huang, Debin Zhao. Joint Source-Channel Rate-Distortion Optimization for H.264 Video Coding Over Error-Prone Networks. IEEE Trans. Multimedia 9(3): 445-454 (2007) [pdf]
  • Guangyu Zhu, Qingming Huang, Changsheng Xu, Liyuan Xing, Wen Gao, Hongxun Yao. Human Behavior Analysis for Highlight Ranking in Broadcast Racket Sports Video. IEEE Trans. Multimedia 9(6): 1167-1182 (2007) [pdf]
  • Guangyu Zhu, Qingming Huang, Changsheng Xu, Yong Rui, Shuqiang Jiang, Wen Gao, Hongxun Yao. Trajectory based event tactics analysis in broadcast sports video. ACM Multimedia 2007: 58-67 [pdf]
  • Huiying Liu, Shuqiang Jiang, Qingming Huang, Changsheng Xu, Wen Gao. Region-based visual attention analysis with its application in image browsing on small displays. ACM Multimedia 2007: 305-308 [pdf]

2006

  • Jun Sun, Wen Gao, Debin Zhao, Qingming Huang. Statistical model, analysis and approximation of rate-distortion function in MPEG-4 FGS videos. IEEE Trans. Circuits Syst. Video Techn. 16(4): 535-539 (2006) [pdf]

2005

  • Dawei Liang, Yang Liu, Qingming Huang, Guangyu Zhu, Shuqiang Jiang, Zhebin Zhang, Wen Gao. Video2Cartoon: generating 3D cartoon from broadcast soccer video. ACM Multimedia 2005: 217-218 [pdf]
  • Qixiang Ye, Qingming Huang, Wen Gao, Shuqiang Jiang. Exciting event detection in broadcast soccer video with mid-level description and incremental learning. ACM Multimedia 2005: 455-458 [pdf]