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个人简介：Personal 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（TPAMI、TNNLS和TIP等）和CCF-A顶级会议（CVPR、NeurIPS、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. Unsupervised Structure-Adaptive Graph Contrastive LearningH. Zhao, X. Yang, C. Deng, D. TaoIEEE Trans. Neural Netw. Learn. Syst., 2023.(IF20=10.451)2. Dual-Stream Contrastive Learning for Compositional Zero-Shot RecognitionY. Yang, R. Pan, X. Li, X. Yang, C. DengIEEE Trans. Multimed., 2023.(IF20=8.182)3. Point-Supervised Video Temporal GroundingZ. Xu, K. Wei, X. Yang, C. DengIEEE Trans. Multimed., 2022.(IF20=8.182)4. Object-Agnostic Transformers for Video Referring SegmentationX. Yang, H. Wang, D. Xie, C. Deng, and D. TaoIEEE Trans. Image Process., 2022.(IF20=10.856)5. Incremental Zero-Shot LearningK. Wei, C. Deng, X. Yang, and D. TaoIEEE Trans. Cybern., 2021.(IF20=11.448)6. Self-Training with Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-identificationH. Zhang, H. Cao, X. Yang, C. Deng and D. TaoIEEE Trans. Image Process., 30: 5287-5298, 2021.(IF20=10.856)7. Deep Multi-View Collaborative ClusteringX. Yang, C. Deng, Z. Dang, and D. TaoIEEE Trans. Neural Netw. Learn. Syst., 2021.(IF20=10.451)8. Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain AdaptationX. Yang, C. Deng, T. Liu, and D. TaoIEEE Trans. Pattern Anal. Mach. Intell., 2020. (IF20=16.389)9. Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold RankingC. Deng, X. Yang, F. Nie, and D. TaoIEEE Trans. Multimed., 2019. (IF20=6.513)10. New L21-Norm Relaxation of Multi-Way Graph Cut for ClusteringX. Yang, C. Deng, X. Liu, and F. NieIn AAAI Conference on Artificial Intelligence (AAAI), 2018.11. Deep Spectral Clustering Using Dual Autoencoder NetworkX. Yang, C. Deng, F. Zheng, J. Yan, and W. LiuIn IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2019.12. Multi-Scale Fusion Subspace Clustering Using Similarity ConstraintZ. Dang, C. Deng, X. Yang, H. HuangIn IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2020.13. Lifelong Zero-shot LearningK. Wei, C. Deng, X. YangIn International Joint Conference on Artificial Intelligence (IJCAI), 2020.14. Adversarial Learning for Robust Deep ClusteringX. Yang, C. Deng, K. Wei, J. Yan, and W. LiuIn Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020.15. Incremental Embedding Learning via Zero-Shot TranslationK. Wei, C. Deng, X. Yang and M. LiIn AAAI Conference on Artificial Intelligence (AAAI), 2021.16. SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network[Paper][Code]X. Yang, C. Deng, Z. Dang, K. Wei, and J. YanIn IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2021.17. Nearest Neighbor Matching for Deep ClusteringZ. Dang, C. Deng, X. Yang, K. Wei, H. HuangIn IEEE International Conference on Pattern Recognition and Computer Vision (CVPR), 2021.18. Graph Debiased Contrastive Learning with Joint Representation Clustering[Code]H. Zhao, X. Yang, Z. Wang, E. Yang, and C. DengIn 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021.19. Learning Universal Adversarial Perturbation by Adversarial ExampleM. Li, Y. Yang, K. Wei, X. Yang, and H. HuangIn AAAI Conference on Artificial Intelligence (AAAI), 2022.20. Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View ConsistencyY. Gu, X. Yang, K. Wei, and C. DengIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.21. Siamese Contrastive Embedding Network for Compositional Zero-Shot LearningX. Li, X. Yang, K. Wei, C. Deng, and M. YangIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.22. Attention-guided Contrastive Hashing for Long-tailed Image RetrievalX. Kou, C. Xu, X. Yang and C. DengIn 31th International Joint Conference on Artificial Intelligence (IJCAI), 2022.23. Exploring Safety Supervision for Continual Test-time Domain AdaptationX. Yang, Y. Ya, K. Wei and C. DengIn 32th International Joint Conference on Artificial Intelligence (IJCAI), 2023.24. Dynamic Reactive Spiking Graph Neural NetworkH. Zhao, X. Yang, C. Deng, and J. Yan.In Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024.25. Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain AdaptationF. Wan, H. Zhao, X. Yang, and C. DengIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.26. Long-Tail Class Incremental Learning via Independent Sub-prototype ConstructionX. Wang, X. Yang, J. Yin, K. Wei, and C. DengIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.27. A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and GeneralizabilityX. Yang, X. Chen, M. Li, K. Wei, and C. DengIn IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.28. Unsupervised Graph Transformer with Augmentation-Free Contrastive LearningH. Zhao, X. Yang, K. Wei, C. Deng, and D. TaoIEEE Trans. Knowl. Data Eng., 2024. (IF22=8.9)29. Class-Incremental Unsupervised Domain Adaptation via Pseudo-Label DistillationK. Wei, X. Yang, Z. Xu, and C. DengIEEE Trans. Image Process., 33: 1188-1198, 2024. (IF21=11.041)30. Robust Commonsense Reasoning Against Noisy Labels Using Adaptive CorrectionX. Yang, C. Deng, K. Wei and D. TaoIEEE Trans. Cybern., 2024.(IF21=19.118)