期刊论文成果
1. Object-Agnostic Transformers for Video Referring Segmentation
X. Yang, H. Wang, D. Xie, C. Deng, and D. Tao.
IEEE Trans. Image Process., 2022.(IF20=10.856)
2. Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping
X. Xu, Z. Wang, C. Deng, H. Yuan, and S. Ji.
IEEE Trans. Pattern Anal. Mach. Intell., 2022.(IF20=16.389)
3. Adaptive Bias-Aware Feature Generation for Generalized Zero-Shot Learning
Y. Yang, X. Zhang, M. Yang, and C. Deng.
IEEE Trans. Multimed., 2021.(IF20=6.513)
4. Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval
H. Wang, C. Deng, T. Liu and D. Tao.
IEEE Trans. Pattern Anal. Mach. Intell., 2021.(IF20=16.389)
5. Incremental Zero-Shot Learning
K. Wei, C. Deng, X. Yang and D. Tao
IEEE Trans. Cybern., 2021.(IF20=11.448)
6. Deep Multi-View Collaborative Clustering
X. Yang, C. Deng, Z. Dang, and D. Tao.
IEEE Trans. Neural Netw. Learn. Syst., 2021.(IF19=8.763)
7. Self-Training with Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-identification
H. Zhang, H. Cao, X. Yang, C. Deng
IEEE Trans. Image Process., 30: 5287-5298, 2021.(IF19=9.340)
8. Multi-sentence Auxiliary Adversarial Networks for Fine-grained Text-to-Image Synthesis
Y. Yang, L. Wang, D. Xie, C. Deng, and D. Tao.
IEEE Trans. Image Process., 30: 2798-2809, 2021.(IF19=9.340)
9. Faster Stochastic Quasi-Newton Methods
Q. Zhang, F. Huang, C. Deng, and H. Huang.
IEEE Trans. Neural Netw. Learn. Syst., 2020.(IF19=8.763)
10. Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation
X. Yang, C. Deng, T. Liu, and D. Tao.
IEEE Trans. Pattern Anal. Mach. Intell., 2020.(IF19=17.861)
11. Large-Scale Nonlinear AUC Maximization via Triply Stochastic Gradients
Z. Dang, X. Li, B. Gu, C. Deng, and H. Huang.
IEEE Trans. Pattern Anal. Mach. Intell., 2020.(IF19=17.861)
12. Progressive Cross-Modal Network for Zero-Shot Sketch-Based Image Retrieval
C. Deng, X. Xu, H. Wang, M. Yang, and D. Tao.
IEEE Trans. Image Process., 29: 8892-8902, 2020.(IF19=9.340)
13. Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks
Z. Li, C. Deng, E. Yang, and D. Tao.
IEEE Trans. Multimed., 2020.(IF19=6.051)
14. Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval
D. Xie, C. Deng, C. Li, X. Liu, and D. Tao.
IEEE Trans. Image Process., 29(1): 3626-3637, 2020.(IF19=9.340)
15. Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking
C. Deng, X. Yang, F. Nie, and D. Tao.
IEEE Trans. Multimed., 22(4): 885-896, April 2020.(IF19=6.051)
16. Two-Stream Deep Hashing with Class-Specific Centers for Image Search
C. Deng, E. Yang, T. Liu, and D. Tao.
IEEE Trans. Neural Netw. Learn. Syst., 31(6): 2189-2201, June 2020.(IF19=8.793)
17. Identifying Imaging Markers for Predicting Cognitive Assessments Using Wasserstein Distances Based Matrix Regression
J. Yan, C. Deng, X. Wang, X. Yao, L. Shen, and H. Huang.
Frontiers Neurosci., 13(668): 1-9, July 2019.(IF19=3.707)
18. Unsupervised Semantic-Preserving Adversarial Hashing for Image Search (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.(IF19=9.340)
19. Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics
C. Deng, Zhao Li, X. Gao, and D. Tao.
ACM Trans. Intel. Syst. Tec., 10(2), Article 20, 2018.(IF19=2.672)
20. Adversarial Examples for Hamming Space Search
E. Yang, T. Liu, C. Deng, and D. Tao.
IEEE Trans. Cybern., 50(4): 1473-1484, April 2020.(IF19=11.079)
21. Active Transfer Learning Network: A Unified Deep Joint Feature Learning Model For Hyperspectral Image Classification (Highly Cited Paper)
C. Deng, Y. Xue, X. Liu, et al.
IEEE Trans. Geosci. Remote Sens., 57(3): 1741-1754, March 2019.(IF19=5.855)
22. Triplet-Based Deep Hashing Network for Cross-Modal Retrieval (Highly Cited Paper)
C. Deng, Z. Chen, X. Liu, et al.
IEEE Trans. Image Process., 27(8): 3893-3903, August 2018.(IF19=9.340)
23. Shared Predictive Cross-Modal Deep Quantization
E. Yang, C. Deng, C. Li, W. Liu, et al.
IEEE Trans. Neural Netw. Learn. Syst., 29(11): 5292-5303, November 2018.(IF19=8.793)
25. Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search
X. Liu, Z. Li, C. Deng, and D. Tao.
IEEE Trans. Image Process., 26(11): 5324-5336, 2017.(IF19=9.340)
26. Discriminative Multi-instance Multitask Learning for 3D Action Recognition
Y. Yang, C. Deng, S. Gao, et al.
IEEE Trans. Multimed., 19(3): 519-529, 2017.(IF19=6.051)
27. Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search
X. Liu, L. Huang, C. Deng, B. Lang, and D. Tao.
IEEE Trans. Image Process., 25(10): 4514-4524, 2016.(IF19=9.340)
28. Latent Max-margin Multitask Learning with Skelets for 3-D Action Recognition
Y. Yang, C. Deng, et al.
IEEE Trans. Cybern., 47(2): 439-448, 2017.(IF19=11.079)
29. Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval
C. Deng, X. Tang, et al.
IEEE Trans. Multimed., 18(2): 208-218, 2016.(IF19=6.051)
30. Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search
X. Liu, C. Deng, et al.
IEEE Trans. Image Process., 25(2): 907-919, 2016.(IF19=9.340)
31. Structure Sensitive Hashing with Adaptive Product Quantization
X. Liu, B. Du, C. Deng, et al.
IEEE Trans. Cybern., 46(10): 2252-2264, 2016.(IF19=11.079)
32. Similarity Constraints Based Structured Output Regression Machine: An Approach to Image Super-resolution
C. Deng, J. Xu, et al.
IEEE Trans. Neural Netw. Learn. Syst., 27(12): 2472-2485, 2016.(IF19=8.793)
33. Weakly Supervised Multi-graph Learning for Robust Image Reranking
C. Deng, R. Ji, et al.
IEEE Trans. Multimed., 16(3): 785-795, 2014.(IF19=6.051)
34. Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions
X. Gao, C. Deng, D. Tao, et al.
IEEE Trans. Syst. Man Cybern. Part C Appl. Rev., 40(3): 278-286, 2010.(IF16=2.171)
会议论文成果
1. Mutual Quantization for Cross-Modal Search with Noisy Labels
E. Yang, D. Yao, T. Liu, and C. Deng.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
2. Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery
M. Yang, Y. Zhu, J. Yu, A. Wu, and C. Deng.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
3. Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation
A. Wu and C. Deng.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
4. Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning
X. Li, X. Yang, K. Wei, C. Deng, and M. Yang.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
5. Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning
J. Yan, L. Luo, C. Xu, and C. Deng, and H. Huang.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
6. Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency
Y. Gu, X. Yang, K Wei, and C. Deng.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
7. Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement
A. WU, S. Zhao, C. Deng, and W. Liu
In 35th Conference on Neural Information Processing Systems (NeurIPS), 2021.
8. AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization
Q. Zhang, B. Gu, C. Deng, J. Pei, and H. Huang
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2021.
9. Graph Debiased Contrastive Learning with Joint Representation Clustering
H. Zhao, X. Yang, Z. Wang, E. Yang, and C. Deng
In 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021.
10. Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval
Z. Wang, H. Wang, J. Yan, A. Wu, and C. Deng
In 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021.
11. Learning Semantic Alignment for Graph Convolution Network
X. Yang, C. Deng, Z. Dang, K. Wei, and J. Yan.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
12. Nearest Neighbor Matching for Deep Clustering
Z. Dang, C. Deng, X. Yang, K. Wei, and H. Huang.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
13. Unsupervised Hyperbolic Metric Learning
J. Yan, L. Luo, C. Deng, and H. Huang.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
14. Incremental Embedding Learning via Zero-Shot Translation
K. Wei, C. Deng, X. Yang, and M. Li.
In AAAI Conference on Artificial Intelligence (AAAI), 2021.
15. Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating
Q. Zhang, B. Gu, C. Deng, and H. Huang.
In AAAI Conference on Artificial Intelligence (AAAI), 2021.
16. Class-Incremental Instance Segmentation via Multi-Teacher Networks
Y. Gu, C. Deng, and K. Wei.
In AAAI Conference on Artificial Intelligence (AAAI), 2021.
17. Generalized Zero-Shot Learning via Disentangled Representation
X. Li, Z. Xu, C. Deng, and K. Wei.
In AAAI Conference on Artificial Intelligence (AAAI), 2021.
18. Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies
Y. Zhu, M. Yang, C. Deng, and W. Liu.
In 34th Conference on Neural Information Processing Systems (NeurIPS), 2020.
19. Adversarial Learning for Robust Deep Clustering
X. Yang, C. Deng, K. Wei, J. Yan, and W. Liu.
In 34th Conference on Neural Information Processing Systems (NeurIPS), 2020.
20. Vulnerability vs. Reliability: Disentangled Adversarial Examples for Cross-Modal Learning
C. Li, H. Tang, C. Deng, L. Zhan, and W. Liu.
In 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020.
21. Lifelong Zero-shot Learning
K. Wei, C. Deng, and X. Yang.
In International Joint Conference on Artificial Intelligence (IJCAI), 2020.
22. Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval
X. Xu, M. Yang, Y. Yang, and H. Wang.
In International Joint Conference on Artificial Intelligence (IJCAI), 2020.
23. Learning Unseen Concepts via Hierarchical Decomposition and Composition
M. Yang, C. Deng, J. Yan, X. Liu, and D. Tao.
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
24. Multi-Scale Fusion Subspace Clustering Using Similarity Constraint
Z. Dang, C. Deng, X. Yang, and H. Huang
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
25. Towards Transferable Targeted Attack
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.
26. Context Modulated Dynamic Networks for Actor and Action Video Segmentation From a Sentence
H. Wang, C. Deng, and F. Ma et al.
In AAAI Conference on Artificial Intelligence (AAAI), 2020.
27. Cross-Modal Learning with Adversarial Samples
C. Li, C. Deng, S. Gao, D. Xie, W. Liu.
In Annual Conference on Neural Information Processing Systems (NeurIPS), 2019.
28. Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition
K. Wei, M. Yang, H. Wang, C. Deng, X. Liu.
In International Conference on Computer Vision (ICCV), 2019.
29. Asymmetric Cross-guided Attention Network for Actor and Action Video Segmentation from Natural Language Query
H. Wang, C. Deng, J. Yan, and D. Tao.
In International Conference on Computer Vision (ICCV), 2019.
30. Zero-shot Metric Learning
X. Xu, C. Cao, Y. Yang, E. Yang, and C. Deng.
In International Joint Conference on Artificial Intelligence (IJCAI), 2019.
31. Graph Convolutional Network Hashing for Cross-Modal Retrieval
R. Xu, C. Li, J. Yan, C. Deng, X. Liu.
In International Joint Conference on Artificial Intelligence (IJCAI), 2019.
32. DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs
E. Yang, T. Liu, C. Deng, W. Liu, and D. Tao.
In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.
33. Deep Spectral Clustering Using Dual Autoencoder Network
X. Yang, C. Deng, F. Zheng, J. Yan, and W. Liu.
In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.
34. Deep Asymmetric Metric Learning via Rich Relationship Mining
X. Xu, Y. Yang, C. Deng, F. Zheng.
In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.
35. Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification
D. Xie, C. Deng, H. Wang, C. Li, and D. Tao.
In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 9030-9037.
36. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval
C. Li, C. Deng, L. Wang, D. Xie, and X. Liu.
In 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019: 176-183.
37. Bilevel Distance Metric Learning for Robust Image Recognition
J. Xu, L. Luo, C. Deng, and H. Huang.
In Advances in Neural Information Processing Systems (NIPS), 2018.
38. New Robust Metric Learning Model Using Maximum Correntropy Criterion
J. Xu, L. Luo, C. Deng, and H. Huang.
In Conference on Knowledge Discovery and Data Mining (KDD), 2018: 2555-2564.
39. Multi-Level Metric Learning via Smoothed Wasserstein Distance
J. Xu, L. Luo, C. Deng, and H. Huang.
In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2919-2925.
40. Deep Joint Semantic-Embedding Hashing
N. Li, C. Li, C. Deng, X. Liu, and X. Gao.
In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 2397-2403.
41. Deep View-Aware Metric Learning for Person Re-Identification
P. Chen, X. Xu, C. Deng, X. Liu, and X. Gao.
In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 620-626.
42. Semantic Structure-based Unsupervised Deep Hashing
E. Yang, C. Deng, T. Liu, W. Liu, and D. Tao.
In International Joint Conference on Artificial Intelligence (IJCAI), 2018: 1064-1070.
43. Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval
C. Li, C. Deng, W. Liu, and D. Tao.
In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018: 4242-4251.
44. New L21-Norm Relaxation of Multi-Way Graph Cut for Clustering
X. Yang, C. Deng, and X. Liu, and F. Nie.
In AAAI Conference on Artificial Intelligence (AAAI), 2018: 4374-4381.
45. Dictionary Learning in Optimal Metric Space
J. Yan, C. Deng, and X. Liu.
In AAAI Conference on Artificial Intelligence (AAAI), 2018: 4350-4357.
46. Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-rank Structured Sparse Model
J. Xu, C. Deng, X. Gao, D. Shen, and H. Huang.
In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 3880-3886.
47. Multi-class Support Vector Machine via Maximizing Multi-class Margins
J. Xu, X. Liu, Z. Huo, C. Deng, F. Nie, and H. Huang.
In International Joint Conference on Artificial Intelligence (IJCAI), 2017: 3154-3160.
48. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval
E. Yang, C. Deng, W. Liu, X. Liu, D. Tao, and X. Gao.
In AAAI Conference on Artificial Intelligence (AAAI), 2017: 1618-1625.
49. Drosophila Gene Expression Pattern Annotations via Muliti-Instance Biological Relevance Learning
H. Wang, C. Deng, H. Zhang, X. Gao, H. Huang.
In AAAI Conference on Artificial Intelligence (AAAI), 2016: 1324-1330.
50. Visual Reranking Through Weakly Supervised Multi-graph Learning
C. Deng, R. Ji, W. Liu, X. Gao, and D. Tao.
In IEEE International Conference on Computer Vision (ICCV), 2013: 2600-2607.