Publications


Journal

  1. Group Contrastive Self-Supervised Learning on Graphs [PDF]

    X. Xu, C. Deng, Y. Xie, and S. Ji.

    IEEE Trans. Pattern Anal. Mach. Intell., 2022.(IF20=16.389)

  2. A Survey on Multimodal-Guided Visual Content Synthesis [PDF]

    Z. Zhang, Z. Li, K. Wei, and C. Deng.

    Neurocomputing, 2022.(IF20=5.719)

  3. Object-Agnostic Transformers for Video Referring Segmentation [PDF]

    X. Yang, H. Wang, D. Xie, C. Deng, and D. Tao.

    IEEE Trans. Image Process., 31: 2839-2849, Mar. 2022.(IF20=10.856)

  4. Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping [PDF]

    X. Xu, Z. Wang, C. Deng, H. Yuan, and S. Ji.

    IEEE Trans. Pattern Anal. Mach. Intell., 2022.(IF20=16.389)

  5. Adaptive Bias-Aware Feature Generation for Generalized Zero-Shot Learning [PDF]

    Y. Yang, X. Zhang, M. Yang, and C. Deng.

    IEEE Trans. Multimed., 2021.(IF20=6.513)

  6. Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval [PDF][Project]

    H. Wang, C. Deng, T. Liu and D. Tao.

    IEEE Trans. Pattern Anal. Mach. Intell., 2021.(IF20=16.389)

  7. Incremental Zero-Shot Learning [PDF]

    K. Wei, C. Deng, X. Yang and D. Tao.

    IEEE Trans. Cybern., 2021.(IF20=11.448)

  8. Learning Semantic Priors for Texture-Realistic Sketch-to-Image Synthesis [PDF]

    Z. Li, C. Deng, K. Wei, W. Liu and D. Tao.

    Neurocomputing, 2021.(IF20=5.719)

  9. Deep Multi-View Collaborative Clustering [PDF]

    X. Yang, C. Deng, Z. Dang, and D. Tao.

    IEEE Trans. Neural Netw. Learn. Syst., 2021.(IF20=10.451)

  10. Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity [PDF]

    B. Gu, X. Wei, S. Gao, C. Deng, H. Huang, and Z. Xiong.

    Journal of Machine Learning Research, 22(170): 1-47, 2021.(IF20=3.654)

  11. Self-Training with Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-identification [PDF]

    H. Zhang, H. Cao, X. Yang, C. Deng, and D. Tao.

    IEEE Trans. Image Process., 30: 5287-5298, 2021.(IF20=10.856)

  12. Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning [PDF]

    B. Gu, A. Xu, Z. Huo, C. Deng, and H. Huang.

    IEEE Trans. Neural Netw. Learn. Syst., 2021.(IF20=10.451)

  13. Multi-sentence Auxiliary Adversarial Networks for Fine-grained Text-to-Image Synthesis [PDF]

    Y. Yang, L. Wang, D. Xie, C. Deng, and D. Tao.

    IEEE Trans. Image Process., 30: 2798-2809, 2021.(IF20=10.856)

  14. Scaling Up Generalized Kernel Methods [PDF]

    B. Gu, Z. Dang, Z. Huo, C. Deng, and H. Huang.

    IEEE Trans. Pattern Anal. Mach. Intell., 44(7): 3767-3778, July 2022.(IF20=16.389)

  15. Faster Stochastic Quasi-Newton Methods [PDF]

    Q. Zhang, F. Huang, C. Deng, and H. Huang.

    IEEE Trans. Neural Netw. Learn. Syst., 2020.(IF20=10.451)

  16. Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation [PDF]

    X. Yang, C. Deng, T. Liu, and D. Tao.

    IEEE Trans. Pattern Anal. Mach. Intell., 44(4): 1992-2003, April 2022.(IF20=16.389)

  17. Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients [PDF]

    Z. Dang, X. Li, B. Gu, C. Deng, and H. Huang.

    IEEE Trans. Pattern Anal. Mach. Intell., 44(3): 1385-1398, Mar. 2022.(IF20=16.389)

  18. Progressive Cross-Modal Network for Zero-Shot Sketch-Based Image Retrieval [PDF][Project]

    C. Deng, X. Xu, H. Wang, M. Yang, and D. Tao.

    IEEE Trans. Image Process., 29: 8892-8902, 2020.(IF20=10.856)

  19. A Unified q-Memorization Framework for Asynchronous Stochastic Optimization [PDF]

    H. Huang, B. Gu, Z. Huo, C. Deng, and W. Xian.

    Journal of Machine Learning Research, 21(2020): 1-53.(IF20=3.654)

  20. Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients [PDF]

    B. Gu, X. Geng, X. Li, W. Shi, G. Zheng, C. Deng, and H. Huang.

    IEEE Trans. Neural Netw. Learn. Syst., 32(8): 3677-3689, Aug., 2021.(IF20=10.451)

  21. Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data [PDF]

    B. Gu, Z. Zhai, C. Deng, and H. Huang.

    IEEE Trans. Neural Netw. Learn. Syst., 32(9): 4111-4122, Sept. 2021.(IF20=10.451)

  22. Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks [PDF]

    Z. Li, C. Deng, E. Yang, and D. Tao.

    IEEE Trans. Multimed., 23: 2694-2705, 2021.(IF20=6.513)

  23. Sparse Modal Additive Model [PDF]

    H. Chen, Y. Wang, F. Zheng, C. Deng, and H. Huang.

    IEEE Trans. Neural Netw. Learn. Syst., 2020.(IF20=10.451)

  24. Object and Background Disentanglement for Unsupervised Cross-Domain Person Re-Identification [PDF]

    Y. Zhu, C. Deng, H. Cao, and H. Wang.

    Neurocomputing, 403: 88-97, Aug., 2020.(IF20=5.719)

  25. Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval [PDF][Project]

    D. Xie, C. Deng, C. Li, X. Liu, and D. Tao.

    IEEE Trans. Image Process., 29(1): 3626-3637, 2020.(IF20=10.856)

  26. Robust Cumulative Crowdsourcing Framework Using New Incentive Payment Function and Joint Aggregation Model [PDF]

    K. G. Dizaji, H. Gao, Y. Yang, H. Huang, and C. Deng.

    IEEE Trans. Neural Netw. Learn. Syst., 31(11): 4610-4621, Nov. 2020.(IF20=10.451)

  27. Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking [PDF]

    C. Deng, X. Yang, F. Nie, and D. Tao.

    IEEE Trans. Multimed., 22(4): 885-896, April 2020.(IF20=6.513)

  28. Two-Stream Deep Hashing with Class-Specific Centers for Image Search [PDF]

    C. Deng, E. Yang, T. Liu, and D. Tao.

    IEEE Trans. Neural Netw. Learn. Syst., 31(6): 2189-2201, June 2020.(IF20=10.451)

  29. Category-Aware Spatial Constraint for Weakly Supervised Detection [PDF]

    Y. Shen, R. Ji, K. Yang, C. Deng, and C. Wang.

    IEEE Trans. Image Process., 29(1): 843-858, Dec. 2019.(IF20=10.856)

  30. Adaptive Graph Weighting for Multi-view Dimensionality Reduction [PDF]

    X. Xu, Y. Yang, C. Deng, and F. Nie.

    Signal Processing, 165: 186-196, 2019.(IF20=4.662)

  31. Identifying Imaging Markers for Predicting Cognitive Assessments Using Wasserstein Distances Based Matrix Regression [PDF]

    J. Yan, C. Deng, X. Wang, X. Yao, L. Shen, and H. Huang.

    Frontiers Neurosci., 13(668): 1-9, July 2019.(IF20=4.677)

  32. Towards Compact ConvNet via Structure-Sparsity Regularized Filter Pruning [PDF]

    S. Lin, R. Ji, Y. Li, C. Deng, and X. Li.

    IEEE Trans. Neural Netw. Learn. Syst., 2019.(IF20=10.451)

  33. Unsupervised Semantic-Preserving Adversarial Hashing for Image Search [PDF] (Highly Cited Paper)

    C. Deng, E. Yang, T. Liu, W. Liu, J. Li, and D. Tao.

    IEEE Trans. Image Process., 28(8): 4032-4044, Aug. 2019.(IF20=10.856)

  34. Adaptive-Weighting Discriminative Regression for Multi-View Classification [PDF]

    M. Yang, C. Deng, and F. Nie.

    Pattern Recogn., 88: 236-245, April 2019.(IF20=7.740)

  35. Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics [PDF]

    C. Deng, Zhao Li, X. Gao, and D. Tao.

    ACM Trans. Intel. Syst. Tec., 10(2), Article 20, 2018.(IF20=4.654)

  36. Adversarial Examples for Hamming Space Search [PDF]

    E. Yang, T. Liu, C. Deng, and D. Tao.

    IEEE Trans. Cybern., 50(4): 1473-1484, April 2020.(IF20=11.448)

  37. Active Transfer Learning Network: A Unified Deep Joint Feature Learning Model For Hyperspectral Image Classification [PDF] (Highly Cited Paper)

    C. Deng, Y. Xue, X. Liu, et al.

    IEEE Trans. Geosci. Remote Sens., 57(3): 1741-1754, March 2019.(IF20=5.60)

  38. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval [PDF] (Highly Cited Paper)

    C. Deng, Z. Chen, X. Liu, et al.

    IEEE Trans. Image Process., 27(8): 3893-3903, August 2018.(IF20=10.856)

  39. Shared Predictive Cross-Modal Deep Quantization [PDF]

    E. Yang, C. Deng, C. Li, W. Liu, et al.

    IEEE Trans. Neural Netw. Learn. Syst., 29(11): 5292-5303, November 2018.(IF20=10.451)

  40. Compressed Multi-scale Feature Fusion Network for Single Image Super-Resolution [PDF]

    X. Fan, Y. Yang, C. Deng, J. Xu, X. Gao.

    Signal Process., 146: 50-60, May 2018.(IF20=4.662)

  41. Active Multi-kernel Domain Adaptation for Hyperspectral Image Classification [PDF]

    C. Deng, X. Liu, C. Li, and D. Tao.

    Pattern Recogn., 77: 306-315, May 2018.(IF20=7.740)

  42. Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search [PDF]

    X. Liu, Z. Li, C. Deng, and D. Tao.

    IEEE Trans. Image Process., 26(11): 5324-5336, 2017.(IF20=10.856)

  43. Discriminative Multi-instance Multitask Learning for 3D Action Recognition [PDF]

    Y. Yang, C. Deng, S. Gao, et al.

    IEEE Trans. Multimed., 19(3): 519-529, 2017.(IF20=6.513)

  44. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search [PDF]

    X. Liu, L. Huang, C. Deng, B. Lang, and D. Tao.

    IEEE Trans. Image Process., 25(10): 4514-4524, 2016.(IF20=10.856)

  45. Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing with Iterative Quantization [PDF]

    J. Liu, S. Zhang, W. Liu, C. Deng, and Y. Zheng.

    IEEE Trans. Circ. Syst. Video. Tech., 27(11): 2450-2460, 2016.(IF20=4.685)

  46. Robust Sparse Coding for Mobile Image Labeling on the Cloud [PDF]

    D. Tao, J. Cheng, X. Gao, X. Li, and C. Deng.

    IEEE Trans. Circ. Syst. Video. Tech., 27(1): 62-72, 2016.(IF20=4.685)

  47. Latent Max-margin Multitask Learning with Skelets for 3-D Action Recognition [PDF]

    Y. Yang, C. Deng, et al.

    IEEE Trans. Cybern., 47(2): 439-448, 2017.(IF20=11.448)

  48. Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval [PDF]

    C. Deng, X. Tang, et al.

    IEEE Trans. Multimed., 18(2): 208-218, 2016.(IF20=6.513)

  49. Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search [PDF]

    X. Liu, C. Deng, et al.

    IEEE Trans. Image Process., 25(2): 907-919, 2016.(IF20=10.856)

  50. Structure Sensitive Hashing with Adaptive Product Quantization [PDF]

    X. Liu, B. Du, C. Deng, et al.

    IEEE Trans. Cybern., 46(10): 2252-2264, 2016.(IF19=11.079)

  51. Similarity Constraints Based Structured Output Regression Machine: An Approach to Image Super-resolution [PDF]

    C. Deng, J. Xu, et al.

    IEEE Trans. Neural Netw. Learn. Syst., 27(12): 2472-2485, 2016.(IF20=10.451)

  52. Weakly Supervised Multi-graph Learning for Robust Image Reranking [PDF]

    C. Deng, R. Ji, et al.

    IEEE Trans. Multimed., 16(3): 785-795, 2014.(IF20=6.513)

Conference

  1. Attention-guided Contrastive Hashing for Long-tailed Image Retrieval [PDF]

    X. Kou, C. Xu, X. Yang, and C. Deng.

    In 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022.

  2. Mutual Quantization for Cross-Modal Search with Noisy Labels [PDF]

    E. Yang, D. Yao, T. Liu, and C. Deng.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  3. Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery [PDF]

    M. Yang, Y. Zhu, J. Yu, A. Wu, and C. Deng.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  4. Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation [PDF]

    A. Wu and C. Deng.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  5. Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning [PDF]

    X. Li, X. Yang, K. Wei, C. Deng, and M. Yang.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  6. Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning [PDF]

    J. Yan, L. Luo, C. Xu, and C. Deng, and H. Huang.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  7. Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency [PDF]

    Y. Gu, X. Yang, K Wei, and C. Deng.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  8. Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement [PDF]

    A. Wu, S. Zhao, C. Deng, and W. Liu

    In 35th Conference on Neural Information Processing Systems (NeurIPS), 2021.

  9. Adversarial Attack on Deep Cross-Modal Hamming Retrieval [PDF]

    C. Li, S. Gao, C. Deng, W. Liu, and H. Huang.

    In International Conference on Computer Vision (ICCV), 2021.

  10. AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization [PDF]

    Q. Zhang, B. Gu, C. Deng, J. Pei, and H. Huang

    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2021.

  11. Graph Debiased Contrastive Learning with Joint Representation Clustering [PDF][Project]

    H. Zhao, X. Yang, Z. Wang, E. Yang, and C. Deng

    In 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021.

  12. Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval [PDF][Project]

    Z. Wang, H. Wang, J. Yan, A. Wu, and C. Deng

    In 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021.

  13. SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network [PDF][Project]

    X. Yang, C. Deng, Z. Dang, K. Wei, and J. Yan.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  14. Nearest Neighbor Matching for Deep Clustering [PDF][Project]

    Z. Dang, C. Deng, X. Yang, K. Wei, and H. Huang.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  15. Unsupervised Hyperbolic Metric Learning [PDF][Project]

    J. Yan, L. Luo, C. Deng, and H. Huang.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  16. Incremental Embedding Learning via Zero-Shot Translation [PDF]

    K. Wei, C. Deng, X. Yang, and M. Li.

    In AAAI Conference on Artificial Intelligence (AAAI), 2021.

  17. Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating [PDF]

    Q. Zhang, B. Gu, C. Deng, and H. Huang.

    In AAAI Conference on Artificial Intelligence (AAAI), 2021.

  18. Class-Incremental Instance Segmentation via Multi-Teacher Networks [PDF]

    Y. Gu, C. Deng, and K. Wei.

    In AAAI Conference on Artificial Intelligence (AAAI), 2021.

  19. Generalized Zero-Shot Learning via Disentangled Representation [PDF]

    X. Li, Z. Xu, C. Deng, and K. Wei.

    In AAAI Conference on Artificial Intelligence (AAAI), 2021.

  20. Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies [PDF]

    Y. Zhu, M. Yang, C. Deng, and W. Liu.

    In 34th Conference on Neural Information Processing Systems (NeurIPS), 2020.

  21. Adversarial Learning for Robust Deep Clustering [PDF]

    X. Yang, C. Deng, K. Wei, J. Yan, and W. Liu.

    In 34th Conference on Neural Information Processing Systems (NeurIPS), 2020.

  22. Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning [PDF]

    C. Li, H. Tang, C. Deng, L. Zhan, and W. Liu.

    In 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020.

  23. Lifelong Zero-Shot Learning [PDF]

    K. Wei, C. Deng, and X. Yang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2020.

  24. Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval [PDF][Project]

    X. Xu, M. Yang, Y. Yang, and H. Wang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2020.

  25. Learning Unseen Concepts via Hierarchical Decomposition and Composition [PDF]

    M. Yang, C. Deng, J. Yan, X. Liu, and D. Tao.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  26. Multi-Scale Fusion Subspace Clustering Using Similarity Constraint [PDF]

    Z. Dang, C. Deng, X. Yang, and H. Huang

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  27. Towards Transferable Targeted Attack [PDF][Project]

    M. Li, C. Deng, T. Li, J. Yan, X. Gao, and H. Huang.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  28. Projection & Probability-Driven Black-Box Attack [PDF]

    J. Li, R. Ji, H. Liu, J. Liu, B. Zhong, C. Deng, and Q. Tian.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  29. Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation [PDF]

    G. Luo, Y. Zhou, X. Sun, L. Cao, C. Wu, C. Deng, and R. Ji.

    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  30. Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries [PDF]

    H. Wang, C. Deng, and F. Ma et al.

    In AAAI Conference on Artificial Intelligence (AAAI), 2020.

  31. Cross-Modal Learning with Adversarial Samples [PDF]

    C. Li, C. Deng, S. Gao, D. Xie, W. Liu.

    In Annual Conference on Neural Information Processing Systems (NeurIPS), 2019.

  32. Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition [PDF]

    K. Wei, M. Yang, H. Wang, C. Deng, X. Liu.

    In International Conference on Computer Vision (ICCV), 2019.

  33. Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation from Natural Language Query [PDF][Project]

    H. Wang, C. Deng, J. Yan, and D. Tao.

    In International Conference on Computer Vision (ICCV), 2019.

  34. Zero-shot Metric Learning [PDF]

    X. Xu, C. Cao, Y. Yang, E. Yang, and C. Deng.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2019.

  35. Graph Convolutional Network Hashing for Cross-Modal Retrieval [PDF][Project]

    R. Xu, C. Li, J. Yan, C. Deng, X. Liu.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2019.

  36. Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss [PDF]

    F. Zheng, C. Deng, and H. Huang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2019.

  37. Hypergraph Induced Convolutional Manifold Networks [PDF]

    T. Jin, L. Cao, B. Zhang, X. Sun, C. Deng, and R. Ji.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2019.

  38. DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs [PDF]

    E. Yang, T. Liu, C. Deng, W. Liu, and D. Tao.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  39. Deep Spectral Clustering Using Dual Autoencoder Network [PDF][Project]

    X. Yang, C. Deng, F. Zheng, J. Yan, and W. Liu.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  40. Deep Asymmetric Metric Learning via Rich Relationship Mining [PDF]

    X. Xu, Y. Yang, C. Deng, F. Zheng.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  41. Cross Domain Model Compression by Structurally Weight Sharing [PDF]

    S. Gao, C. Deng, and H. Huang.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  42. Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training [PDF]

    F. Zheng, R. Ji, and C. Deng, et al.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  43. Balanced Self-Paced Learning for Generative Adversarial Clustering Network [PDF]

    K. Ghasedi, X. Wang, C. Deng, and H. Huang.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  44. Towards Visual Feature Translation [PDF]

    J. Hu, R. Ji, H. Liu, S. Zhang, and C. Deng, et al.

    In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.

  45. Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification [PDF]

    D. Xie, C. Deng, H. Wang, C. Li, and D. Tao.

    In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 9030-9037.

  46. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval [PDF]

    C. Li, C. Deng, L. Wang, D. Xie, and X. Liu.

    In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 176-183.

  47. Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees [PDF]

    L. Luo, J. Xu, C. Deng, and H. Huang.

    In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 4480-4487.

  48. Orthogonality-Promoting Dictionary Learning via Bayesian Inference [PDF]

    L. Luo, J. Xu, C. Deng, and H. Huang.

    In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 4472-4479.

  49. Bilevel Distance Metric Learning for Robust Image Recognition [PDF]

    J. Xu, L. Luo, C. Deng, and H. Huang.

    In Advances in Neural Information Processing Systems (NeurIPS), 2018.

  50. Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines [PDF]

    B. Gu, Z. Huo, C. Deng, and H. Huang.

    In Conference on Machine Learning (ICML), 2018: 1807-1816.

  51. New Robust Metric Learning Model Using Maximum Correntropy Criterion [PDF]

    J. Xu, L. Luo, C. Deng, and H. Huang.

    In Conference on Knowledge Discovery and Data Mining (KDD), 2018: 2555-2564.

  52. Multi-Level Metric Learning via Smoothed Wasserstein Distance [PDF]

    J. Xu, L. Luo, C. Deng, and H. Huang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2919-2925.

  53. Deep Joint Semantic-Embedding Hashing [PDF] [Project]

    N. Li, C. Li, C. Deng, X. Liu, and X. Gao.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2397-2403.

  54. Deep View-Aware Metric Learning for Person Re-Identification [PDF]

    P. Chen, X. Xu, C. Deng, X. Liu, and X. Gao.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 620-626.

  55. Semantic Structure-based Unsupervised Deep Hashing [PDF][Project]

    E. Yang, C. Deng, T. Liu, W. Liu, and D. Tao.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 1064-1070.

  56. Complementary Binary Quantization for Joint Multiple Indexing [PDF]

    Q. Fu, X. Han, X. Liu, J. Song, C. Deng.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2114-2120.

  57. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval [PDF][Project]

    C. Li, C. Deng, W. Liu, and D. Tao.

    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018: 4242-4251.

  58. Direct Shape Regression Networks for End-to-End Face Alignment [PDF]

    X. Miao, X. Zhen, V. Athitsos, X. Liu, C. Deng, and H. Huang.

    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018: 4321-4330.

  59. Unsupervised Deep Generative Adversarial Hashing Network [PDF]

    K. G. Dizaji, F. Zheng, N. S. Nourabadi, Y. Yang, C. Deng, and H. Huang.

    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018: 3664-3673.

  60. New L2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering [PDF]

    X. Yang, C. Deng, and X. Liu, and F. Nie.

    In AAAI Conference on Artificial Intelligence (AAAI), 2018: 4374-4381.

  61. Dictionary Learning in Optimal Metric Space [PDF]

    J. Yan, C. Deng, and X. Liu.

    In AAAI Conference on Artificial Intelligence (AAAI), 2018: 4350-4357.

  62. Learning A Structured Optimal Bipartite Graph for Co-Clustering [PDF]

    F. Nie, Q. Wang, C. Deng, and H. Huang.

    In Advances in Neural Information Processing Systems (NIPS), 2017: 4129-4138.

  63. Group Sparse Additive Machine [PDF]

    H. Chen, Q. Wang, C. Deng, and H. Huang.

    In Advances in Neural Information Processing Systems (NIPS), 2017: 198-208.

  64. Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization [PDF]

    K. G. Dizaji, A. Herandi, C. Deng, W. Cai, and H. Huang.

    In International Conference on Computer Vision (ICCV), 2017: 5736-5745.

  65. Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-rank Structured Sparse Model [PDF]

    J. Xu, C. Deng, X. Gao, D. Shen, and H. Huang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 3880-3886.

  66. Multi-Class Support Vector Machine via Maximizing Multi-Class Margins [PDF]

    J. Xu, X. Liu, Z. Huo, C. Deng, F. Nie, and H. Huang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 3154-3160.

  67. How Unlabeled Web Videos Help Complex Event Detection? [PDF]

    H. Liu, Q. Zheng, M. Luo, D. Zhang, X. Chang, C. Deng.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 4040-4046.

  68. Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning [PDF]

    W. Jiang, C. Deng, W. Liu, F. Nie, F. Chung, and H. Huang.

    In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 1958-1964.

  69. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval [PDF]

    E. Yang, C. Deng, W. Liu, X. Liu, D. Tao, and X. Gao.

    In AAAI Conference on Artificial Intelligence (AAAI), 2017: 1618-1625.

  70. Boosting Complementary Hash Tables for Fast Nearest Neighbor Search [PDF]

    X. Liu, C. Deng, Y. Mu, Z. Li.

    In AAAI Conference on Artificial Intelligence (AAAI), 2017: 4183-4189.

  71. Multilinear Hyperplane Hashing [PDF]

    X. Liu, X. Fan, C. Deng, H. Su, D. Tao.

    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016: 5119-5127.

  72. Drosophila Gene Expression Pattern Annotations via Muliti-Instance Biological Relevance Learning [PDF]

    H. Wang, C. Deng, H. Zhang, X. Gao, H. Huang.

    In AAAI Conference on Artificial Intelligence (AAAI), 2016: 1324-1330.

  73. New L1-Norm Relaxations and Optimizations for Graph Clustering [PDF]

    F. Nie, H. Wang, C. Deng, X. Gao, X. Li, H. Huang.

    In AAAI Conference on Artificial Intelligence (AAAI), 2016: 1962-1968.

  74. Multi-View Complementary Hash Tables for Nearest Neighbor Search [PDF]

    X. Liu, L. Huang, C. Deng, J. Lu, B. Lang.

    In International Conference on Computer Vision (ICCV), 2015: 1107-1115.

  75. Optimizing Bag Features for Multiple-Instance Retrieval [PDF]

    Z. Fu, F. Pan, C. Deng, and W. Liu.

    In AAAI Conference on Artificial Intelligence (AAAI), 2015: 2596-2602.

  76. Collaborative Hashing [PDF]

    X. Liu, J. He, C. Deng, and B. Lang.

    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014: 2600-2607.

  77. Visual Reranking through Weakly Supervised Multi-Graph Learning [PDF]

    C. Deng, R. Ji, W. Liu, X. Gao, and D. Tao.

    In IEEE International Conference on Computer Vision (ICCV), 2013: 2600-2607.

Book Chapter

  1. Robust Image Watermarking Based on Feature Regions. Multimedia Analysis, Processing and Communications [PDF]

    C. Deng, X. Gao et al.

    Multimedia Analysis, Processing and Communications, Springer-Verlag, 2010.