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2020 – today
- 2023
[j26]Qianqian Xu, Lin Yang:
An automated teaching model machine combining improved fuzzy mechanism in teaching children's drawing games. Entertain. Comput. 47: 100579 (2023)- [j25]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) - [j24]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) - [j23]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) - [j22]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) - [j21]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) - [j20]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) - [j19]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) - [j18]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) - [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) - [c64]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 - [c63]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 - [c62]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 - [i39]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) - [i38]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) - 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]Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy:
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection. CoRR abs/2007.07051 (2020) - [i16]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. CoRR abs/2008.02984 (2020)
2010 – 2019
- 2019
- [j5]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 844-856 (2019) - [j4]Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, Ming-Hsuan Yang:
Low-Light Image Enhancement via a Deep Hybrid Network. IEEE Trans. Image Process. 28(9): 4364-4375 (2019) - [j3]Zhiyong Yang, Qianqian Xu, Weigang Zhang, Xiaochun Cao, Qingming Huang:
Split Multiplicative Multi-View Subspace Clustering. IEEE Trans. Image Process. 28(10): 5147-5160 (2019) - [c30]Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao:
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. AAAI 2019: 2978-2985 - [c29]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Learning Personalized Attribute Preference via Multi-Task AUC Optimization. AAAI 2019: 5660-5667 - [c28]Ke Ma, Qianqian Xu, Xiaochun Cao:
Robust Ordinal Embedding from Contaminated Relative Comparisons. AAAI 2019: 7908-7915 - [c27]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Deep Robust Subjective Visual Property Prediction in Crowdsourcing. CVPR 2019: 8993-9001 - [c26]Zitai Wang, Qianqian Xu, Ke Ma, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Adversarial Preference Learning with Pairwise Comparisons. ACM Multimedia 2019: 656-664 - [c25]Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Duet Robust Deep Subspace Clustering. ACM Multimedia 2019: 1596-1604 - [c24]Shilong Bao, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Collaborative Preference Embedding against Sparse Labels. ACM Multimedia 2019: 2079-2087 - [c23]Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI. NeurIPS 2019: 3896-3906 - [c22]Zhiyong Yang, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer. NeurIPS 2019: 5846-5857 - [c21]Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DM2C: Deep Mixed-Modal Clustering. NeurIPS 2019: 5880-5890 - [c20]Qianqian Xu, Peng Fu, Quansen Sun, Tao Wang:
A Fast Region Growing Based Superpixel Segmentation for Hyperspectral Image Classification. PRCV (2) 2019: 772-782 - [i15]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Deep Robust Subjective Visual Property Prediction in Crowdsourcing. CoRR abs/1903.03956 (2019) - [i14]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Learning Personalized Attribute Preference via Multi-task AUC Optimization. CoRR abs/1906.07341 (2019) - [i13]Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI. CoRR abs/1910.05905 (2019) - [i12]Ke Ma, Jinshan Zeng, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size. CoRR abs/1912.00362 (2019) - 2018
- [c19]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. AAAI 2018: 515-522 - [c18]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size. AAAI 2018: 3738-3745 - [c17]Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao:
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation. AAAI 2018: 4326-4334 - [c16]Yangbangyan Jiang, Qianqian Xu, Xiaochun Cao:
Outfit Recommendation with Deep Sequence Learning. BigMM 2018: 1-5 - [c15]Yangbangyan Jiang, Qianqian Xu, Weigang Zhang, Qingming Huang:
Active Sampling for Subjective Video Quality Assessment. BigMM 2018: 1-5 - [c14]Longyin Wen, Pengfei Zhu, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Chenfeng Liu, Hao Cheng, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Asanka G. Perera, Baochang Zhang, Byeongho Heo, Chunlei Liu, Dongdong Li, Emmanouil Michail, Hanlin Chen, Hao Liu, Haojie Li, Ioannis Kompatsiaris, Jian Cheng, Jiaqing Fan, Jie Zhang, Jin Young Choi, Jing Li, Jinyu Yang, Jongwon Choi, Juanping Zhao, Jungong Han, Kaihua Zhang, Kaiwen Duan, Ke Song, Konstantinos Avgerinakis, Kyuewang Lee, Lu Ding, Martin Lauer, Panagiotis Giannakeris, Peizhen Zhang, Qiang Wang, Qianqian Xu, Qingming Huang, Qingshan Liu, Robert Laganière, Ruixin Zhang, Sangdoo Yun, Shengyin Zhu, Sihang Wu, Stefanos Vrochidis, Wei Tian, Wei Zhang, Weidong Chen, Weiming Hu, Wenhao Wang, Wenhua Zhang, Wenrui Ding, Xiaohao He, Xiaotong Li, Xin Zhang, Xinbin Luo, Xixi Hu, Yang Meng, Yangliu Kuai, Yanyun Zhao, Yaxuan Li, Yifan Yang, Yifan Zhang, Yong Wang, Yuankai Qi, Zhipeng Deng, Zhiqun He:
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results. ECCV Workshops (5) 2018: 469-495 - [c13]Yangbangyan Jiang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Who to Ask: An Intelligent Fashion Consultant. ICMR 2018: 525-528 - [c12]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. ACM Multimedia 2018: 591-599 - [c11]Yangbangyan Jiang, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
When to Learn What: Deep Cognitive Subspace Clustering. ACM Multimedia 2018: 718-726 - [i11]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation. CoRR abs/1804.11177 (2018) - [i10]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. CoRR abs/1807.11014 (2018) - [i9]Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao:
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. CoRR abs/1812.01939 (2018) - [i8]Ke Ma, Qianqian Xu, Xiaochun Cao:
Robust Ordinal Embedding from Contaminated Relative Comparisons. CoRR abs/1812.01945 (2018) - 2017
- [c10]Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao:
Exploring Outliers in Crowdsourced Ranking for QoE. ACM Multimedia 2017: 1540-1548 - [i7]