Ya-Dong Mu

Most-cited papers

Deep High-Resolution Representation Learning for Visual Recognition
Jingdong Wang, Ke Sun, Tian-Heng Cheng, Borui Jiang +8 more
2019IEEE Transactions on Pattern Analysis and Machine Intelligence5,177 citations Open access
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High-Resolution Representations for Labeling Pixels and Regions
Ke Sun, Yang Zhao, Borui Jiang, Tian-Heng Cheng +6 more
2019arXiv.org929 citations
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Fast Fourier Convolution
Lu Chi, Borui Jiang, Ya-Dong Mu
2020Neural Information Processing Systems863 citations
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Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization
Chenchen Liu, Xinyu Weng, Ya-Dong Mu
2019Computer Vision and Pattern Recognition189 citations
Semantic Scholar
High-Capacity Convolutional Video Steganography with Temporal Residual Modeling
Xinyu Weng, Yongzhi Li, Lu Chi, Ya-Dong Mu
2019International Conference on Multimedia Retrieval177 citations
Semantic Scholar
Weakly-Supervised Action Localization by Generative Attention Modeling
Baifeng Shi, Qi Dai, Ya-Dong Mu, Jingdong Wang
2020Computer Vision and Pattern Recognition175 citations Open access
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Informative Dropout for Robust Representation Learning: A Shape-bias Perspective
Baifeng Shi, Dinghuai Zhang, Qi Dai, Jing-Dong Wang +2 more
2020International Conference on Machine Learning122 citations
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Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues
Lu Chi, Ya-Dong Mu
2017arXiv.org115 citations
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Accelerated low-rank visual recovery by random projection
Ya-Dong Mu, Jian Dong, Xiao-Tong Yuan, Shui-Cheng Yan
2011Computer Vision and Pattern Recognition95 citations
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Compact Hyperplane Hashing with Bilinear Functions
W. Liu, Jun Wang, Ya-Dong Mu, Sanjiv Kumar +1 more
2012International Conference on Machine Learning84 citations
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Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context
Chenchen Liu, Yang Jin, Kehan Xu, Guoqiang Gong +1 more
2020Computer Vision and Pattern Recognition82 citations
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Piecewise linear approximation of streaming time series data with max-error guarantees
Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li +3 more
2015IEEE International Conference on Data Engineering80 citations
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Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding
Yang Jin, Yong-Zhi Li, Zehuan Yuan, Ya-Dong Mu
2022Neural Information Processing Systems72 citations Open access
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Learning Temporal Co-Attention Models for Unsupervised Video Action Localization
Guoqiang Gong, Xinghan Wang, Ya-Dong Mu, Qi Tian
2020Computer Vision and Pattern Recognition70 citations
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Large-Scale Unsupervised Hashing with Shared Structure Learning
Xiang-Long Liu, Ya-Dong Mu, Danchen Zhang, B. Lang +1 more
2015IEEE Transactions on Cybernetics61 citations Open access
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Scale Matters: Temporal Scale Aggregation Network For Precise Action Localization In Untrimmed Videos
Guoqiang Gong, Liangfeng Zheng, Kun Bai, Ya-Dong Mu
2019IEEE International Conference on Multimedia and Expo57 citations
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Submodular video hashing: a unified framework towards video pooling and indexing
Liang-Liang Cao, Zhenguo Li, Ya-Dong Mu, Shih-Fu Chang
2012ACM Multimedia57 citations
Semantic Scholar
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification
Ya-Dong Mu, Gang Hua, Wei Fan, Shih-Fu Chang
20142014 IEEE Conference on Computer Vision and Pattern Recognition56 citations
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Scene Aligned Pooling for Complex Video Recognition
Liang-Liang Cao, Ya-Dong Mu, Apostol Natsev, Shih-Fu Chang +2 more
2012European Conference on Computer Vision55 citations Open access
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Patch-based Knowledge Distillation for Lifelong Person Re-Identification
Zhicheng Sun, Ya-Dong Mu
2022ACM Multimedia52 citations
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Fast Non-Local Neural Networks with Spectral Residual Learning
Lu Chi, Guiyu Tian, Ya-Dong Mu, Ling-Xi Xie +1 more
2019ACM Multimedia52 citations
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Learning End-to-End Autonomous Steering Model from Spatial and Temporal Visual Cues
Chi Lu, Ya-Dong Mu
2017VSCC '1744 citations
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Classification by Retrieval: Binarizing Data and Classifiers
Fu-Min Shen, Ya-Dong Mu, Yang Yang, W. Liu +3 more
2017Annual International ACM SIGIR Conference on Research and Development in Information Retrieval44 citations
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Regularizing Second-Order Influences for Continual Learning
Zhicheng Sun, Ya-Dong Mu, Gang Hua
2023Computer Vision and Pattern Recognition43 citations Open access
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Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition
Xinghan Wang, Xin Xu, Ya-Dong Mu
2023Computer Vision and Pattern Recognition43 citations
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Dense Events Grounding in Video
P. Bao, Qian Zheng, Ya-Dong Mu
2021AAAI Conference on Artificial Intelligence42 citations Open access
Semantic Scholar
Visual-Semantic Matching by Exploring High-Order Attention and Distraction
Yongzhi Li, Duo Zhang, Ya-Dong Mu
2020Computer Vision and Pattern Recognition38 citations
Semantic Scholar
Computational facial attractiveness prediction by aesthetics-aware features
Ya-Dong Mu
2013Neurocomputing37 citations
Semantic Scholar
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization
Ya-Dong Mu, Wei Liu, Xiaobai Liu, Wei Fan
2015IEEE Transactions on Knowledge and Data Engineering36 citations Open access
Semantic Scholar
Distributed Low-Rank Subspace Segmentation
A. Talwalkar, L. Mackey, Ya-Dong Mu, Shih-Fu Chang +1 more
2013IEEE International Conference on Computer Vision35 citations
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Two-Stream Video Classification with Cross-Modality Attention
Lu Chi, Guiyu Tian, Ya-Dong Mu, Qi Tian
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)33 citations Open access
Semantic Scholar
IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System
Liang-Liang Cao, Shih-Fu Chang, N. Codella, Courtenay V. Cotton +9 more
2011TREC Video Retrieval Evaluation32 citations
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Image Completion with Heterogeneously Filtered Spectral Hints
Xingqian Xu, Shant Navasardyan, Vahram Tadevosyan, Andranik Sargsyan +2 more
2022IEEE Workshop/Winter Conference on Applications of Computer Vision30 citations Open access
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Large-scale multi-task image labeling with adaptive relevance discovery and feature hashing
Cheng Deng, Xiang-Long Liu, Ya-Dong Mu, Jie Li
2015Signal Processing29 citations
Semantic Scholar
Non-Local Neural Networks With Grouped Bilinear Attentional Transforms
Lu Chi, Zehuan Yuan, Ya-Dong Mu, Chang-Hu Wang
2020Computer Vision and Pattern Recognition28 citations
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Supervised deep learning with auxiliary networks
Jun-Bo Zhang, Guangjian Tian, Ya-Dong Mu, Wei Fan
2014Knowledge Discovery and Data Mining28 citations
Semantic Scholar
Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce
Yang Jin, Yong-Zhi Li, Zehuan Yuan, Ya-Dong Mu
2023Computer Vision and Pattern Recognition27 citations Open access
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Mixed image-keyword query adaptive hashing over multilabel images
Xiang-Long Liu, Ya-Dong Mu, B. Lang, Shih-Fu Chang
2014TOMCCAP25 citations
Semantic Scholar
Multimedia semantics-aware query-adaptive hashing with bits reconfigurability
Ya-Dong Mu, Xiangyu Chen, Xiang-Long Liu, Tat-Seng Chua +1 more
2012International Journal of Multimedia Information Retrieval24 citations Open access
Semantic Scholar
IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems
Liang-Liang Cao, Shih-Fu Chang, N. Codella, Courtenay V. Cotton +9 more
2012TREC Video Retrieval Evaluation20 citations
Semantic Scholar
Efficient region-aware large graph construction towards scalable multi-label propagation
Bing-Kun Bao, Bingbing Ni, Ya-Dong Mu, Shui-Cheng Yan
2011Pattern Recognition20 citations
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Temporal Binary Coding for Large-Scale Video Search
Ke Xia, Yuqing Ma, Xiang-Long Liu, Ya-Dong Mu +1 more
2017ACM Multimedia19 citations
Semantic Scholar
Compact hashing for mixed image-keyword query over multi-label images
Xiang-Long Liu, Ya-Dong Mu, B. Lang, Shih-Fu Chang
2012International Conference on Multimedia Retrieval19 citations
Semantic Scholar
A Stochastic Attribute Grammar for Robust Cross-View Human Tracking
Xiaobai Liu, Yuanlu Xu, Lei Zhu, Ya-Dong Mu
2018IEEE transactions on circuits and systems for video technology (Print)18 citations Open access
Semantic Scholar
Learning Sample Importance for Cross-Scenario Video Temporal Grounding
P. Bao, Ya-Dong Mu
2022International Conference on Multimedia Retrieval17 citations Open access
Semantic Scholar
Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds
Guiyu Tian, Wen-Hao Jiang, Wei Liu, Ya-Dong Mu
2021arXiv.org17 citations
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Convolutional Video Steganography with Temporal Residual Modeling
Xinyu Weng, Yong-Zhi Li, Lu Chi, Ya-Dong Mu
2018arXiv.org17 citations
Semantic Scholar
Language-Guided Multi-Granularity Context Aggregation for Temporal Sentence Grounding
Guoqiang Gong, Linchao Zhu, Ya-Dong Mu
2023IEEE transactions on multimedia16 citations
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Cap2Seg: Inferring Semantic and Spatial Context from Captions for Zero-Shot Image Segmentation
Guiyu Tian, Shuailong Wang, Jie Feng, Li Zhou +1 more
2020ACM Multimedia16 citations
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Boosting Complementary Hash Tables for Fast Nearest Neighbor Search
Xiang-Long Liu, Cheng Deng, Ya-Dong Mu, Zhujin Li
2017AAAI Conference on Artificial Intelligence16 citations Open access
Semantic Scholar