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Zitai Wang
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2020 – today
- 2025
- [j2]Zitai Wang
, Qianqian Xu, Zhiyong Yang, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang:
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-label Classification. Int. J. Comput. Vis. 133(1): 211-253 (2025) - 2024
- [c11]Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Qingming Huang:
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection. AAAI 2024: 8481-8489 - [c10]Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang:
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition. ICML 2024 - [c9]Junwei He, Qianqian Xu
, Yangbangyan Jiang
, Zitai Wang
, Yuchen Sun
, Qingming Huang
:
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection. ACM Multimedia 2024: 1544-1553 - [c8]Benyuan Meng, Qianqian Xu, Zitai Wang, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques. NeurIPS 2024 - [c7]Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang:
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features. NeurIPS 2024 - [i11]Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han
, Shilong Bao, Xiaochun Cao, Qingming Huang:
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition. CoRR abs/2405.07780 (2024) - [i10]Zitai Wang, Qianqian Xu, Zhiyong Yang, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang:
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification. CoRR abs/2407.06709 (2024) - [i9]Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Yuchen Sun, Qingming Huang:
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection. CoRR abs/2407.21742 (2024) - [i8]Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang:
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features. CoRR abs/2410.03558 (2024) - [i7]Benyuan Meng, Qianqian Xu, Zitai Wang, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques. CoRR abs/2410.06719 (2024) - [i6]Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He:
EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion. CoRR abs/2412.07499 (2024) - 2023
- [j1]Zitai Wang
, Qianqian Xu
, Zhiyong Yang
, Yuan He
, Xiaochun Cao
, Qingming Huang
:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5053-5069 (2023) - [c6]Yuchen Sun
, Qianqian Xu
, Zitai Wang
, Qingming Huang
:
When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top-k Multi-Label Learning. ACM Multimedia 2023: 1515-1526 - [c5]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. NeurIPS 2023 - [i5]Yuchen Sun, Qianqian Xu, Zitai Wang, Qingming Huang:
When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top-k Multi-Label Learning. CoRR abs/2309.00007 (2023) - [i4]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. CoRR abs/2310.04752 (2023) - [i3]Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Qingming Huang:
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection. CoRR abs/2312.14535 (2023) - 2022
- [c4]Zitai Wang
, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang:
Confederated Learning: Going Beyond Centralization. ACM Multimedia 2022: 2939-2947 - [c3]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. NeurIPS 2022 - [i2]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. CoRR abs/2209.01398 (2022) - [i1]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. CoRR abs/2210.13458 (2022) - 2021
- [c2]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 Multimedia 2021: 3070-3078
2010 – 2019
- 2019
- [c1]Zitai Wang
, Qianqian Xu, Ke Ma, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Adversarial Preference Learning with Pairwise Comparisons. ACM Multimedia 2019: 656-664
Coauthor Index

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