杨旭

Associate professor   graduate teacher

Gender:Male

Alma Mater:西安电子科技大学

Education Level:With Certificate of Graduation for Doctorate Study

Degree:Doctoral Degree in Engineering

Status:On duty

School/Department:电子工程学院

Date of Employment:2021-08-05

Discipline:Circuits and Systems

Contact Information:yangxu@xidian.edu.cn

E-Mail:


Current position: Home >> Teaching Research >> Teaching Resources

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Profile:

杨旭,副教授(华山学者菁英副教授)。硕士生导师,主要从事多模态内容理解、机器学习、计算机视觉等相关领域的研究,在相关领域发表论文30余篇,其中包括IEEE Trans.权威期刊(TPAMITNNLSTIP等)和CCF-A顶级会议(CVPRNeurIPS、和AAAI等),ESI高被引1篇。主持国家自然科学基金项目,作为核心成员参与国家自然科学基金重点基金,国家重点研发计划等项目多项。曾入选陕西省科协青年人才托举工程,获陕西省自然科学奖一等奖、2021 ACM XI’AN 优博奖以及2021年吴文俊人工智能科学技术奖优秀博士论文奖。担任TPAMI, TIP, TCYB, TNNLS, CVPR, AAAI, NeurIPS, ICML等期刊和会议审稿人和(高级)程序委员。英文主页:https://scholar.google.com/citations?user=Uc3piAIAAAAJ&hl=en



研究成果:

  1. 1. Unsupervised Structure-Adaptive Graph Contrastive Learning

  2. H. Zhao, X. Yang, C. Deng, D. Tao

  3. IEEE Trans. Neural Netw. Learn. Syst., 2023.(IF20=10.451)

  4. 2. Dual-Stream Contrastive Learning for Compositional Zero-Shot Recognition

  5. Y. Yang, R. Pan, X. Li, X. Yang, C. Deng

  6. IEEE Trans. Multimed., 2023.(IF20=8.182)

  7. 3. Point-Supervised Video Temporal Grounding

  8. Z. Xu, K. Wei, X. Yang, C. Deng

  9. IEEE Trans. Multimed., 2022.(IF20=8.182)

  10. 4. Object-Agnostic Transformers for Video Referring Segmentation

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

  12. IEEE Trans. Image Process., 2022.(IF20=10.856)

  13. 5. Incremental Zero-Shot Learning

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

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

  16. 6. Self-Training with Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-identification

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

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

  19. 7. Deep Multi-View Collaborative Clustering

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

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

  22. 8. Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation

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

  24. IEEE Trans. Pattern Anal. Mach. Intell., 2020. (IF20=16.389)

  25. 9. Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking

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

  27. IEEE Trans. Multimed., 2019. (IF20=6.513)

  28. 10. New L21-Norm Relaxation of Multi-Way Graph Cut for Clustering

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

  30. In AAAI Conference on Artificial Intelligence (AAAI), 2018.

  31. 11. Deep Spectral Clustering Using Dual Autoencoder Network

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

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

  34. 12. Multi-Scale Fusion Subspace Clustering Using Similarity Constraint

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

  36. In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2020.

  37. 13. Lifelong Zero-shot Learning

  38. K. Wei, C. Deng, X. Yang

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

  40. 14. Adversarial Learning for Robust Deep Clustering

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

  42. In Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020.

  43. 15. Incremental Embedding Learning via Zero-Shot Translation

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

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

  46. 16. SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network[Paper][Code]

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

  48. In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2021.

  49. 17. Nearest Neighbor Matching for Deep Clustering

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

  51. In IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2021.

  52. 18. Graph Debiased Contrastive Learning with Joint Representation Clustering[Code]

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

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

  55. 19. Learning Universal Adversarial Perturbation by Adversarial Example

  56. M. Li, Y. Yang, K. Wei, X. Yang, and H. Huang

  57. In AAAI Conference on Artificial Intelligence (AAAI), 2022.

  58. 20. Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency

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

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

  61. 21. Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning

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

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

  64. 22. Attention-guided Contrastive Hashing for Long-tailed Image Retrieval

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

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

  67. 23. Exploring Safety Supervision for Continual Test-time Domain Adaptation

  68. X. Yang, Y. Ya, K. Wei and C. Deng

  69. In 32th International Joint Conference on Artificial Intelligence (IJCAI), 2023.

  70. 24. Dynamic Reactive Spiking Graph Neural Network

  71. H. Zhao, X. Yang, C. Deng, and J. Yan.

  72. In Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024.

  73. 25. Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation

  74. F. Wan, H. Zhao, X. Yang, and C. Deng

  75. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

  76. 26. Long-Tail Class Incremental Learning via Independent Sub-prototype Construction

  77. X. Wang, X. Yang, J. Yin, K. Wei, and C. Deng

  78. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

  79. 27. A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability

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

  81. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

  82. 28. Unsupervised Graph Transformer with Augmentation-Free Contrastive Learning

  83. H. Zhao, X. Yang, K. Wei, C. Deng, and D. Tao

  84. IEEE Trans. Knowl. Data Eng., 2024. (IF22=8.9)

  85. 29. Class-Incremental Unsupervised Domain Adaptation via Pseudo-Label Distillation

  86. K. Wei, X. Yang, Z. Xu, and C. Deng

  87. IEEE Trans. Image Process., 33: 1188-1198, 2024. (IF21=11.041)

  88. 30. Robust Commonsense Reasoning Against Noisy Labels Using Adaptive Correction

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

  90. IEEE Trans. Cybern., 2024.(IF21=19.118)