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2020 – today
- 2025
[j43]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)- [j42]Xin Li, Qianqian Xu, Wenqing Shen:
FGDA-DETR: a lightweight and real-time enhanced algorithm for wire rope defect detection with improved accuracy and efficiency. J. Real Time Image Process. 22(4): 150 (2025) - [j41]Tianwei Cao, Qianqian Xu, Zhiyong Yang, Zhanyu Ma, Qingming Huang:
Practically Unbiased Pairwise Loss for Recommendation With Implicit Feedback. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2460-2474 (2025) - [j40]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
AUCPro: AUC-Oriented Provable Robustness Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4579-4596 (2025) - [j39]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning. IEEE Trans. Knowl. Data Eng. 37(11): 6651-6665 (2025) - [j38]Ruizhou Liu, Zongsheng Cao, Zhe Wu, Yiling Wu, Qianqian Xu, Qingming Huang:
SGKGE: Semantically Guided Knowledge Graph Embeddings via Complementary Latent Representations. IEEE Trans. Neural Networks Learn. Syst. 36(6): 10114-10127 (2025) - [j37]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
GAHE: Geometry-Aware Embedding for Hyper-Relational Knowledge Graph Representation. ACM Trans. Multim. Comput. Commun. Appl. 21(7): 205:1-205:26 (2025) - [c90]Gaozheng Pei, Shaojie Lyu, Ke Ma, Pinci Yang, Qianqian Xu, Yingfei Sun:
Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting. AAAI 2025: 667-675 - [c89]Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He:
EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion. AAAI 2025: 12613-12621 - [c88]Zhiguang Lu, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification. AAAI 2025: 19189-19197 - [c87]Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Shaojie Lyu, Qingming Huang:
SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM. AAAI 2025: 19278-19286 - [c86]Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang:
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning. CVPR 2025: 24033-24044 - [c85]Gaozheng Pei, Shaojie Lyu, Gong Chen, Ke Ma, Qianqian Xu, Yingfei Sun, Qingming Huang:
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification. CVPR 2025: 29268-29277 - [i79]Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang, Yingfei Sun, Qingming Huang:
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection. CoRR abs/2501.11063 (2025) - [i78]Gaozheng Pei, Shaojie Lyu, Gong Chen, Ke Ma, Qianqian Xu, Yingfei Sun, Qingming Huang:
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification. CoRR abs/2503.01407 (2025) - [i77]Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang:
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning. CoRR abs/2503.15096 (2025) - [i76]Gaozheng Pei, Ke Ma, Yingfei Sun, Qianqian Xu, Qingming Huang:
Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain. CoRR abs/2505.01267 (2025) - [i75]Sicong Li, Qianqian Xu, Zhiyong Yang, Zitai Wang, Linchao Zhang, Xiaochun Cao, Qingming Huang:
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification. CoRR abs/2505.01660 (2025) - [i74]Haoming Yang, Ke Ma, Xiaojun Jia, Yingfei Sun, Qianqian Xu, Qingming Huang:
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs. CoRR abs/2505.02862 (2025) - [i73]Guanghui Wang, Zhiyong Yang, Zitai Wang, Shi Wang, Qianqian Xu, Qingming Huang:
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence. CoRR abs/2505.04560 (2025) - [i72]Cong Hua, Qianqian Xu, Zhiyong Yang, Zitai Wang, Shilong Bao, Qingming Huang:
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning. CoRR abs/2505.05180 (2025) - [i71]Shixi Qin, Zhiyong Yang, Shilong Bao, Shi Wang, Qianqian Xu, Qingming Huang:
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges. CoRR abs/2505.08809 (2025) - [i70]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework. CoRR abs/2505.11131 (2025) - [i69]Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao:
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. CoRR abs/2506.12430 (2025) - [i68]Siran Dai, Qianqian Xu, Peisong Wen, Yang Liu, Qingming Huang:
Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling. CoRR abs/2506.14265 (2025) - [i67]Gaozheng Pei, Ke Ma, Dongpeng Zhang, Chengzhi Sun, Qianqian Xu, Qingming Huang:
A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement. CoRR abs/2506.23676 (2025) - [i66]Haoran Li, Xingye Cheng, Ziyang Huang, Jingyuan Luo, Qianqian Xu, Qiguang Zhao, Tianchen Guo, Yumeng Zhang, Linda Lidan Zhong, Zhaoxiang Bian, Leihan Tang, Aiping Lyu, Liang Tian:
An Interpretable AI framework Quantifying Traditional Chinese Medicine Principles Towards Enhancing and Integrating with Modern Biomedicine. CoRR abs/2507.11176 (2025) - [i65]Feiran Li, Qianqian Xu, Shilong Bao, Boyu Han, Zhiyong Yang, Qingming Huang:
Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation. CoRR abs/2508.10672 (2025) - [i64]Pinci Yang, Peisong Wen, Ke Ma, Qianqian Xu:
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation. CoRR abs/2508.12643 (2025) - [i63]Peisong Wen, Qianqian Xu, Siran Dai, Runmin Cong, Qingming Huang:
Semantic Concentration for Self-Supervised Dense Representations Learning. CoRR abs/2509.09429 (2025) - [i62]Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang, Sicong Li, Qingming Huang:
Dual-Stage Reweighted MoE for Long-Tailed Egocentric Mistake Detection. CoRR abs/2509.12990 (2025) - [i61]Shilong Bao, Qianqian Xu, Feiran Li, Boyu Han, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Towards Size-invariant Salient Object Detection: A Generic Evaluation and Optimization Approach. CoRR abs/2509.15573 (2025) - [i60]Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang, Kangli Zi, Qingming Huang:
LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders. CoRR abs/2509.23639 (2025) - 2024
- [j36]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) - [j35]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) - [j34]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) - [j33]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) - [j32]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9004-9022 (2024) - [j31]Ke Ma, Qianqian Xu, Jinshan Zeng, Wei Liu, Xiaochun Cao, Yingfei Sun, Qingming Huang:
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9353-9370 (2024) - [j30]Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang, Yingfei Sun, Qingming Huang:
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection. IEEE Trans. Image Process. 33: 6083-6097 (2024) - [c84]Junwei He, Qianqian Xu, Yangbangyan Jiang, Zitai Wang, Qingming Huang:
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection. AAAI 2024: 8481-8489 - [c83]Ruizhou Liu, Zongsheng Cao, Zhe Wu, Qianqian Xu, Qingming Huang:
Multimodal Knowledge Graph Embeddings via Lorentz-based Contrastive Learning. ICME 2024: 1-6 - [c82]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 - [c81]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 - [c80]Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
ReconBoost: Boosting Can Achieve Modality Reconcilement. ICML 2024 - [c79]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 - [c78]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 - [c77]Yang Liu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang:
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval. ACM Multimedia 2024: 3828-3837 - [c76]Yijia Wang, Qianqian Xu, Yangbangyan Jiang, Siran Dai, Qingming Huang:
Regularized Contrastive Partial Multi-view Outlier Detection. ACM Multimedia 2024: 8711-8720 - [c75]Xiaozhuang Zhu, Qianqian Xu, Nuo Gao:
Rehabilitation Training Program Recommendation System Based on ALBERT-LDA Model. NCAA (3) 2024: 193-207 - [c74]Qianqian Xu, Xiaozhuang Zhu, Nuo Gao:
A Method for Sleep Staging Using Single-Channel EEG Signals Based on Horizontal Visibility Graph and Graph Isomorphism Network. NCAA (1) 2024: 393-406 - [c73]Boyu Han, Qianqian Xu, Zhiyong Yang, Shilong Bao, Peisong Wen, Yangbangyan Jiang, Qingming Huang:
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation. NeurIPS 2024 - [c72]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 - [c71]Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang:
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features. NeurIPS 2024 - [i59]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) - [i58]Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
ReconBoost: Boosting Can Achieve Modality Reconcilement. CoRR abs/2405.09321 (2024) - [i57]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) - [i56]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) - [i55]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) - [i54]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) - [i53]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) - [i52]Yijia Wang, Qianqian Xu, Yangbangyan Jiang, Siran Dai, Qingming Huang:
Regularized Contrastive Partial Multi-view Outlier Detection. CoRR abs/2408.07819 (2024) - [i51]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) - [i50]Boyu Han, Qianqian Xu, Zhiyong Yang, Shilong Bao, Peisong Wen, Yangbangyan Jiang, Qingming Huang:
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation. CoRR abs/2409.20398 (2024) - [i49]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) - [i48]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) - [i47]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) - [i46]Zhiguang Lu, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang:
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification. CoRR abs/2412.12782 (2024) - [i45]Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Shaojie Lyu, Qingming Huang:
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM. CoRR abs/2412.13715 (2024) - [i44]Gaozheng Pei, Shaojie Lyu, Ke Ma, Pinci Yang, Qianqian Xu, Yingfei Sun:
Exploring Query Efficient Data Generation towards Data-free Model Stealing in Hard Label Setting. CoRR abs/2412.15276 (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]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]Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao:
Exploring Outliers in Crowdsourced Ranking for QoE. CoRR abs/1707.07539 (2017) - [i6]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. CoRR abs/1711.06446 (2017) - [i5]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. CoRR abs/1711.06867 (2017) - 2016
- [c9]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking. ICML 2016: 1282-1291 - [c8]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. ACM Multimedia 2016: 841-850 - [i4]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. CoRR abs/1607.03401 (2016) - 2015
- [i3]Braxton Osting, Jiechao Xiong, Qianqian Xu, Yuan Yao:
Analysis of Crowdsourced Sampling Strategies for HodgeRank with Sparse Random Graphs. CoRR abs/1503.00164 (2015) - 2014
- [j2]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Online HodgeRank on Random Graphs for Crowdsourceable QoE Evaluation. IEEE Trans. Multim. 16(2): 373-386 (2014) - [i2]Qianqian Xu, Ming Yan, Yuan Yao:
Fast Adaptive Least Trimmed Squares for Robust Evaluation of Quality of Experience. CoRR abs/1407.7636 (2014) - [i1]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Robust Statistical Ranking: Theory and Algorithms. CoRR abs/1408.3467 (2014) - 2013
- [c7]Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao:
Robust evaluation for quality of experience in crowdsourcing. ACM Multimedia 2013: 43-52 - 2012
- [j1]Qianqian Xu, Qingming Huang, Tingting Jiang, Bowei Yan, Weisi Lin, Yuan Yao:
HodgeRank on Random Graphs for Subjective Video Quality Assessment. IEEE Trans. Multim. 14(3-2): 844-857 (2012) - [c6]Qianqian Xu, Qingming Huang, Yuan Yao:
Online crowdsourcing subjective image quality assessment. ACM Multimedia 2012: 359-368 - 2011
- [c5]Qianqian Xu, Tingting Jiang, Yuan Yao, Qingming Huang, Bowei Yan, Weisi Lin:
Random partial paired comparison for subjective video quality assessment via hodgerank. ACM Multimedia 2011: 393-402 - 2010
- [c4]Qianqian Xu, Zhipeng Wu, Li Su, Lei Qin, Shuqiang Jiang, Qingming Huang:
Bridging the gap between objective score and subjective preference in video quality assessment. ICME 2010: 908-913 - [c3]Zhipeng Wu, Qianqian Xu, Shuqiang Jiang, Qingming Huang, Peng Cui, Liang Li:
Adding Affine Invariant Geometric Constraint for Partial-Duplicate Image Retrieval. ICPR 2010: 842-845 - [c2]Qianqian Xu, Zhipeng Wu, Guorong Li, Lei Qin, Shuqiang Jiang, Qingming Huang:
Memory matrix: a novel user experience for home video. ACM Multimedia 2010: 927-930
2000 – 2009
- 2009
- [c1]Qianqian Xu, Huiying Liu, Shuqiang Jiang, Qingming Huang, Yu Gong:
Video Shrinking by Auditory and Visual Cues. PCM 2009: 788-796
Coauthor Index
[j43] [j40] [j39] [j37] [i75] [i70] [i61] [j32] [j31] [c82] [c79] [c72] [c71] [i59] [i57] [i56] [i55] [i51] [i49] [i48] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c65] [c64] [c62] [i41] [i39] [j16] [j15] [j14] [c60] [c56] [c55] [c54] [c52] [c51] [c49] [i36] [i35] [i32] [i30] [i29] [i28] [i26] [i24] [j11] [j9] [j7] [j6] [c47] [c46] [c45] [c43] [c42] [i21] [i20] [c38] [c34] [i18] [j5] [j4] [j3] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [i15] [i14] [i13] [i12] [c19] [c18] [c16] [c13] [c12] [c11] [i11] [i10] [i9] [i8] [i6] [i5] [c9] [c8] [i4]
[j43] [j41] [j40] [j39] [j38] [j37] [c88] [c87] [c86] [c85] [i79] [i78] [i77] [i76] [i75] [i74] [i73] [i72] [i71] [i70] [i69] [i68] [i67] [i65] [i63] [i62] [i61] [i60] [j34] [j33] [j32] [j31] [j30] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c73] [c72] [c71] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i46] [i45] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c70] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [i43] [i42] [i41] [i40] [i39] [i38] [j16] [j15] [j14] [j13] [j12] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [j11] [j9] [j8] [j6] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [i22] [i21] [i20] [c38] [c37] [c35] [c34] [c32] [c31] [i19] [i18] [j5] [j3] [c29] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [i15] [i14] [i13] [c19] [c17] [c15] [c14] [c13] [c12] [c11] [i11] [i10] [c10] [i7] [i5] [j2] [i1] [c7] [j1] [c6] [c5] [c4] [c3] [c2] [c1]
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