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2020 – today
- 2024
[j33]Wen Lou, Jiangen He, Qianqian Xu
, Zhijie Zhu, Qiwen Lu, Yongjun Zhu:
Rhetorical structure parallels research topic in LIS articles: a temporal bibliometrics examination. Aslib J. Inf. Manag. 76(3): 416-434 (2024)- [j32]Huan Kang, Qianqian Xu, Duofang Chen, Shenghan Ren, Hui Xie, Lin Wang, Yuan Gao, Maoguo Gong, Xueli Chen:
Assessing the performance of fully supervised and weakly supervised learning in breast cancer histopathology. Expert Syst. Appl. 237(Part B): 121575 (2024) - [j31]Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Mitigating Confounding Bias in Practical Recommender Systems With Partially Inaccessible Exposure Status. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 957-974 (2024) - [j30]Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang:
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5062-5079 (2024) - [c76]Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Qingming Huang:
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection. AAAI 2024: 8481-8489 - [c75]Ruizhou Liu, Zongsheng Cao, Zhe Wu, Qianqian Xu, Qingming Huang:
Multimodal Knowledge Graph Embeddings via Lorentz-based Contrastive Learning. ICME 2024: 1-6 - [c74]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 - [c73]Hongyu Liu, Runmin Cong, Hua Li, Qianqian Xu, Qingming Huang, Wei Zhang:
ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection. ICML 2024 - [c72]Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
ReconBoost: Boosting Can Achieve Modality Reconcilement. ICML 2024 - [c71]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Runmin Cong, Xiaochun Cao, Qingming Huang:
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection. ICML 2024 - [i52]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) - [i51]Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
ReconBoost: Boosting Can Achieve Modality Reconcilement. CoRR abs/2405.09321 (2024) - [i50]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Runmin Cong, Xiaochun Cao, Qingming Huang:
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection. CoRR abs/2405.09782 (2024) - [i49]Ke Ma, Qianqian Xu, Jinshan Zeng, Wei Liu, Xiaochun Cao, Yingfei Sun, Qingming Huang:
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm. CoRR abs/2407.01916 (2024) - [i48]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) - [i47]Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang:
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval. CoRR abs/2407.15566 (2024) - [i46]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) - [i45]Yijia Wang, Qianqian Xu, Yangbangyan Jiang, Siran Dai, Qingming Huang:
Regularized Contrastive Partial Multi-view Outlier Detection. CoRR abs/2408.07819 (2024) - [i44]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. CoRR abs/2409.01012 (2024) - 2023
- [j29]Qianqian Xu, Lin Yang:
An automated teaching model machine combining improved fuzzy mechanism in teaching children's drawing games. Entertain. Comput. 47: 100579 (2023) - [j28]Xiuqing Chen, Qianqian Xu, Huachang Xu, Jiawei Wu, Enze Zhu, Hong Zhu:
Intelligent diagnosis of bladder cancer with limited MRI data. J. Ambient Intell. Humaniz. Comput. 14(10): 13729-13740 (2023) - [j27]Chuanshuai Ma, Miao Hu, Junjie Peng, Cangzhi Zheng, Qianqian Xu:
Improving Chinese spell checking with bidirectional LSTMs and confusionset-based decision network. Neural Comput. Appl. 35(21): 15679-15692 (2023) - [j26]Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1017-1035 (2023) - [j25]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4090-4108 (2023) - [j24]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) - [j23]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning With Worst-Case Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5970-5987 (2023) - [j22]Qianqian Xu, Zhiyong Yang, Yunrui Zhao, Xiaochun Cao, Qingming Huang:
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7668-7685 (2023) - [j21]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-Way Partial AUC With an End-to-End Framework. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10228-10246 (2023) - [j20]Zhiyong Yang, Qianqian Xu, Shilong Bao, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang:
AUC-Oriented Domain Adaptation: From Theory to Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14161-14174 (2023) - [j19]Yangbangyan Jiang, Qianqian Xu, Yunrui Zhao, Zhiyong Yang, Peisong Wen, Xiaochun Cao, Qingming Huang:
Positive-Unlabeled Learning With Label Distribution Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15345-15363 (2023) - [j18]Zhiyong Yang, Qianqian Xu, Wenzheng Hou, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15494-15511 (2023) - [j17]Qianqian Xu, Junjie Peng, Cangzhi Zheng, Shuhua Tan, Fen Yi, Feng Cheng:
Short Text Classification of Chinese with Label Information Assisting. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(4): 119:1-119:19 (2023) - [c70]Peifeng Gao, Qianqian Xu, Peisong Wen, Huiyang Shao, Yuan He, Qingming Huang:
Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ. AAAI 2023: 7633-7641 - [c69]Qianqian Xu, Jie Meng, Jiangen He, Wen Lou:
How Does AI Assist Scientific Research Domains? Evidence Based on 26 Millions Research Articles. EEKE/AII@JCDL 2023: 90-92 - [c68]Huiyang Shao, Qianqian Xu, Peisong Wen, Peifeng Gao, Zhiyong Yang, Qingming Huang:
Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild. ICCV 2023: 20202-20212 - [c67]Peifeng Gao, Qianqian Xu, Peisong Wen, Zhiyong Yang, Huiyang Shao, Qingming Huang:
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation. ICML 2023: 27542-27563 - [c66]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 - [c65]Wenxin Ni, Qianqian Xu, Yangbangyan Jiang, Zongsheng Cao, Xiaochun Cao, Qingming Huang:
PSNEA: Pseudo-Siamese Network for Entity Alignment between Multi-modal Knowledge Graphs. ACM Multimedia 2023: 3489-3497 - [c64]Siran Dai, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework. NeurIPS 2023 - [c63]Huiyang Shao, Qianqian Xu, Zhiyong Yang, Peisong Wen, Peifeng Gao, Qingming Huang:
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning. NeurIPS 2023 - [c62]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 - [i43]Peifeng Gao, Qianqian Xu, Peisong Wen, Huiyang Shao, Zhiyong Yang, Qingming Huang:
A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry, Generalization. CoRR abs/2304.08914 (2023) - [i42]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) - [i41]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) - [i40]Peifeng Gao, Qianqian Xu, Yibo Yang, Peisong Wen, Huiyang Shao, Zhiyong Yang, Bernard Ghanem, Qingming Huang:
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges. CoRR abs/2310.08358 (2023) - [i39]Siran Dai, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework. CoRR abs/2311.03055 (2023) - [i38]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
- [j16]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang:
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3154-3169 (2022) - [j15]Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang:
Poisoning Attack Against Estimating From Pairwise Comparisons. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6393-6408 (2022) - [j14]Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang:
Learning With Multiclass AUC: Theory and Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7747-7763 (2022) - [j13]Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8449-8464 (2022) - [j12]Chen Zhang, Guorong Li, Qianqian Xu, Xinfeng Zhang, Li Su, Qingming Huang:
Weakly Supervised Anomaly Detection in Videos Considering the Openness of Events. IEEE Trans. Intell. Transp. Syst. 23(11): 21687-21699 (2022) - [c61]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
ER: Equivariance Regularizer for Knowledge Graph Completion. AAAI 2022: 5512-5520 - [c60]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. AAAI 2022: 5521-5529 - [c59]Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang:
Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective. CVPR 2022: 14441-14450 - [c58]Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang:
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems. ICML 2022: 8903-8925 - [c57]Wenzheng Hou, Qianqian Xu, Ke Ma, Qianxiu Hao, Qingming Huang:
Quaternion Ordinal Embedding. IJCAI 2022: 2066-2072 - [c56]Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
A Unified Framework against Topology and Class Imbalance. ACM Multimedia 2022: 180-188 - [c55]Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang:
Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction. ACM Multimedia 2022: 2636-2644 - [c54]Zitai Wang, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang:
Confederated Learning: Going Beyond Centralization. ACM Multimedia 2022: 2939-2947 - [c53]Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang, Haoyu Qin, Qingming Huang:
Pay Attention to Your Positive Pairs: Positive Pair Aware Contrastive Knowledge Distillation. ACM Multimedia 2022: 5862-5870 - [c52]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. NeurIPS 2022 - [c51]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. NeurIPS 2022 - [c50]Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang:
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm. NeurIPS 2022 - [c49]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. NeurIPS 2022 - [c48]Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang:
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability. NeurIPS 2022 - [i37]Zhenhuan Liu, Jincan Deng, Liang Li, Shaofei Cai, Qianqian Xu, Shuhui Wang, Qingming Huang:
IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning. CoRR abs/2204.00792 (2022) - [i36]Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling. CoRR abs/2206.11549 (2022) - [i35]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-way Partial AUC with an End-to-end Framework. CoRR abs/2206.11655 (2022) - [i34]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
ER: Equivariance Regularizer for Knowledge Graph Completion. CoRR abs/2206.12142 (2022) - [i33]Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang:
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems. CoRR abs/2206.12169 (2022) - [i32]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. CoRR abs/2206.12418 (2022) - [i31]Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction. CoRR abs/2206.14647 (2022) - [i30]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) - [i29]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game. CoRR abs/2209.05742 (2022) - [i28]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency. CoRR abs/2209.12611 (2022) - [i27]Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang:
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability. CoRR abs/2209.13262 (2022) - [i26]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. CoRR abs/2209.15292 (2022) - [i25]Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang:
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm. CoRR abs/2210.03967 (2022) - [i24]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. CoRR abs/2210.13458 (2022) - [i23]Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang:
Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective. CoRR abs/2212.02801 (2022) - 2021
- [j11]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129(5): 1732-1753 (2021) - [j10]Hua Li, Runmin Cong, Sam Kwong, Chuanbo Chen, Qianqian Xu, Chongyi Li:
Stereo superpixel: An iterative framework based on parallax consistency and collaborative optimization. Inf. Sci. 556: 209-222 (2021) - [j9]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4094-4110 (2021) - [j8]Zuyao Chen, Runmin Cong, Qianqian Xu, Qingming Huang:
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object Detection. IEEE Trans. Image Process. 30: 7012-7024 (2021) - [j7]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size. IEEE Trans. Knowl. Data Eng. 33(6): 2467-2478 (2021) - [j6]Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Ke Ma, Xiaochun Cao, Qingming Huang:
Neural Collaborative Preference Learning With Pairwise Comparisons. IEEE Trans. Multim. 23: 1977-1989 (2021) - [c47]Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang:
Deep Partial Rank Aggregation for Personalized Attributes. AAAI 2021: 678-688 - [c46]Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models. AAAI 2021: 1708-1716 - [c45]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Dual Quaternion Knowledge Graph Embeddings. AAAI 2021: 6894-6902 - [c44]Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang:
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association. CVPR 2021: 16347-16356 - [c43]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. ICML 2021: 11820-11829 - [c42]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 - [c41]Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Learning Unified Embeddings for Recommendation via Meta-path Semantics. ACM Multimedia 2021: 3909-3917 - [c40]Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Pareto Optimality for Fairness-constrained Collaborative Filtering. ACM Multimedia 2021: 5619-5627 - [c39]Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang:
When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking. NeurIPS 2021: 5025-5037 - [i22]Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang:
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association. CoRR abs/2103.07293 (2021) - [i21]Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang:
Poisoning Attack against Estimating from Pairwise Comparisons. CoRR abs/2107.01854 (2021) - [i20]Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang:
Learning with Multiclass AUC: Theory and Algorithms. CoRR abs/2107.13171 (2021) - 2020
- [c38]Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. AAAI 2020: 262-269 - [c37]Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang:
Global Context-Aware Progressive Aggregation Network for Salient Object Detection. AAAI 2020: 10599-10606 - [c36]Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy:
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection. ECCV (8) 2020: 225-241 - [c35]Zhenhuan Liu, Jincan Deng, Liang Li, Shaofei Cai, Qianqian Xu, Shuhui Wang, Qingming Huang:
IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning. ACM Multimedia 2020: 322-330 - [c34]Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Quaternion-Based Knowledge Graph Network for Recommendation. ACM Multimedia 2020: 880-888 - [c33]Chongyi Li, Huazhu Fu, Runmin Cong, Zechao Li, Qianqian Xu:
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal. ACM Multimedia 2020: 1478-1487 - [c32]Peisong Wen, Ruolin Yang, Qianqian Xu, Chen Qian, Qingming Huang, Runmin Cong, Jianlou Si:
DMVOS: Discriminative Matching for Real-time Video Object Segmentation. ACM Multimedia 2020: 2048-2056 - [c31]Tianwei Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang:
Task-distribution-aware Meta-learning for Cold-start CTR Prediction. ACM Multimedia 2020: 3514-3522 - [i19]Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang:
Global Context-Aware Progressive Aggregation Network for Salient Object Detection. CoRR abs/2003.00651 (2020) - [i18]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. CoRR abs/2004.13930 (2020) - [i17]