Cheng Deng

Most-cited papers

Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
Kamran Ghasedi Dizaji, Amirhossein Herandi, Cheng Deng, Weidong (Tom) Cai +1 more
2017IEEE International Conference on Computer Vision592 citations Open access
Semantic Scholar
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval
Chao Li, Cheng Deng, Ning Li, W. Liu +2 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition428 citations Open access
Semantic Scholar
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation
Gen Luo, Yi-Yi Zhou, Xiao-Shuai Sun, Liu-Juan Cao +3 more
2020Computer Vision and Pattern Recognition386 citations Open access
Semantic Scholar
Triplet-Based Deep Hashing Network for Cross-Modal Retrieval
Cheng Deng, Zhaojia Chen, Xiang-Long Liu, Xin-Bo Gao +1 more
2018IEEE Transactions on Image Processing378 citations Open access
Semantic Scholar
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval
Erkun Yang, Cheng Deng, W. Liu, Xiang-Long Liu +2 more
2017AAAI Conference on Artificial Intelligence338 citations Open access
Semantic Scholar
Deep Spectral Clustering Using Dual Autoencoder Network
Xu Yang, Cheng Deng, Feng Zheng, Junchi Yan +1 more
2019Computer Vision and Pattern Recognition300 citations Open access
Semantic Scholar
Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval
De Xie, Cheng Deng, Chao Li, Xiang-Long Liu +1 more
2020IEEE Transactions on Image Processing179 citations
Semantic Scholar
Semantic Structure-based Unsupervised Deep Hashing
Erkun Yang, Cheng Deng, Tong-Liang Liu, W. Liu +1 more
2018International Joint Conference on Artificial Intelligence176 citations Open access
Semantic Scholar
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs
Erkun Yang, Tong-Liang Liu, Cheng Deng, Wei Liu +1 more
2019Computer Vision and Pattern Recognition169 citations Open access
Semantic Scholar
Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation
Xu Yang, Cheng Deng, Tong-Liang Liu, D. Tao
2020IEEE Transactions on Pattern Analysis and Machine Intelligence159 citations
Semantic Scholar
Learning A Structured Optimal Bipartite Graph for Co-Clustering
F. Nie, Xiaoqian Wang, Cheng Deng, Heng Huang
2017Neural Information Processing Systems159 citations
Semantic Scholar
Active Transfer Learning Network: A Unified Deep Joint Spectral–Spatial Feature Learning Model for Hyperspectral Image Classification
Cheng Deng, Yumeng Xue, Xiang-Long Liu, Chao Li +1 more
2019IEEE Transactions on Geoscience and Remote Sensing158 citations Open access
Semantic Scholar
Adaptive-weighting discriminative regression for multi-view classification
Muli Yang, Cheng Deng, F. Nie
2019Pattern Recognition158 citations
Semantic Scholar
Active multi-kernel domain adaptation for hyperspectral image classification
Cheng Deng, Xiang-Long Liu, Chao Li, D. Tao
2017Pattern Recognition151 citations Open access
Semantic Scholar
Unsupervised Semantic-Preserving Adversarial Hashing for Image Search
Cheng Deng, Erkun Yang, Tong-Liang Liu, Jie Li +2 more
2019IEEE Transactions on Image Processing150 citations
Semantic Scholar
Graph Convolutional Network Hashing for Cross-Modal Retrieval
Ruiqing Xu, Chao Li, Junchi Yan, Cheng Deng +1 more
2019International Joint Conference on Artificial Intelligence149 citations Open access
Semantic Scholar
Towards Transferable Targeted Attack
Maosen Li, Cheng Deng, Tengjiao Li, Junchi Yan +2 more
2020Computer Vision and Pattern Recognition144 citations
Semantic Scholar
Shared Predictive Cross-Modal Deep Quantization
Erkun Yang, Cheng Deng, Chao Li, Wei Liu +2 more
2018IEEE Transactions on Neural Networks and Learning Systems137 citations Open access
Semantic Scholar
Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval
Chao Li, Cheng Deng, Lei Wang, De Xie +1 more
2019AAAI Conference on Artificial Intelligence127 citations Open access
Semantic Scholar
Unsupervised Deep Generative Adversarial Hashing Network
Kamran Ghasedi Dizaji, Feng Zheng, Najmeh Sadoughi Nourabadi, Yanhua Yang +2 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition117 citations
Semantic Scholar
Direct Shape Regression Networks for End-to-End Face Alignment
Xin Miao, Xian-Tong Zhen, Xiang-Long Liu, Cheng Deng +2 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition115 citations
Semantic Scholar
Adversarial Examples for Hamming Space Search
Erkun Yang, Tong-Liang Liu, Cheng Deng, D. Tao
2020IEEE Transactions on Cybernetics112 citations
Semantic Scholar
Discriminative Multi-instance Multitask Learning for 3D Action Recognition
Yanhua Yang, Cheng Deng, Shangqian Gao, W. Liu +2 more
2017IEEE transactions on multimedia112 citations
Semantic Scholar
Discriminative Dictionary Learning With Common Label Alignment for Cross-Modal Retrieval
Cheng Deng, Xu Tang, Junchi Yan, W. Liu +1 more
2016IEEE transactions on multimedia98 citations
Semantic Scholar
Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition
Kun-Juan Wei, Muli Yang, H. Wang, Cheng Deng +1 more
2019IEEE International Conference on Computer Vision97 citations
Semantic Scholar
Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query
H. Wang, Cheng Deng, Junchi Yan, D. Tao
2019IEEE International Conference on Computer Vision91 citations
Semantic Scholar
Latent Max-Margin Multitask Learning With Skelets for 3-D Action Recognition
Yanhua Yang, Cheng Deng, Da-Peng Tao, Shaoting Zhang +2 more
2017IEEE Transactions on Cybernetics89 citations
Semantic Scholar
Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search
Xiang-Long Liu, Cheng Deng, B. Lang, D. Tao +1 more
2016IEEE Transactions on Image Processing89 citations Open access
Semantic Scholar
Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating
Qingsong Zhang, Bin Gu, Cheng Deng, Heng Huang
2021AAAI Conference on Artificial Intelligence85 citations Open access
Semantic Scholar
Two-Stream Deep Hashing With Class-Specific Centers for Supervised Image Search
Cheng Deng, Erkun Yang, Tong-Liang Liu, D. Tao
2020IEEE Transactions on Neural Networks and Learning Systems84 citations
Semantic Scholar
Adversarial Learning for Robust Deep Clustering
Xu Yang, Cheng Deng, Kun-Juan Wei, Junchi Yan +1 more
2020Neural Information Processing Systems78 citations
Semantic Scholar
Lifelong Zero-Shot Learning
Kun-Juan Wei, Cheng Deng, Xu Yang
2020International Joint Conference on Artificial Intelligence76 citations Open access
Semantic Scholar
Progressive Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval
Cheng Deng, Xinxu Xu, Hao Wang, Muli Yang +1 more
2020IEEE Transactions on Image Processing73 citations
Semantic Scholar
Learning Unseen Concepts via Hierarchical Decomposition and Composition
Muli Yang, Cheng Deng, Junchi Yan, Xiang-Long Liu +1 more
2020Computer Vision and Pattern Recognition72 citations
Semantic Scholar
Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search
Xiang-Long Liu, Zhujin Li, Cheng Deng, D. Tao
2017IEEE Transactions on Image Processing70 citations
Semantic Scholar
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies
Yuehua Zhu, Muli Yang, Cheng Deng, Wei Liu
2020Neural Information Processing Systems68 citations
Semantic Scholar
Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning
Shaohui Lin, R. Ji, Yu-Chao Li, Cheng Deng +1 more
2019arXiv.org68 citations
Semantic Scholar
Deep Multiview Collaborative Clustering
Xu Yang, Cheng Deng, Zhiyuan Dang, D. Tao
2021IEEE Transactions on Neural Networks and Learning Systems59 citations
Semantic Scholar
Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries
Hao Wang, Cheng Deng, Fan Ma, Yi Yang
2020AAAI Conference on Artificial Intelligence58 citations Open access
Semantic Scholar
Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis
Yanhua Yang, Lei Wang, De Xie, Cheng Deng +1 more
2021IEEE Transactions on Image Processing56 citations
Semantic Scholar
Projection & Probability-Driven Black-Box Attack
Jie Li, Rong-Rong Ji, Hong Liu, Jianzhuang Liu +3 more
2020Computer Vision and Pattern Recognition54 citations Open access
Semantic Scholar
Saliency Detection via a Multiple Self-Weighted Graph-Based Manifold Ranking
Cheng Deng, Xu Yang, F. Nie, Da-Peng Tao
2020IEEE transactions on multimedia54 citations
Semantic Scholar
Cross-Modal Learning with Adversarial Samples
Chao Li, Shangqian Gao, Cheng Deng, De Xie +1 more
2019Neural Information Processing Systems50 citations
Semantic Scholar
Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks
Zeyu Li, Cheng Deng, Erkun Yang, D. Tao
2021IEEE transactions on multimedia45 citations
Semantic Scholar
Multi-Scale Fusion Subspace Clustering Using Similarity Constraint
Zhiyuan Dang, Cheng Deng, Xu Yang, Heng Huang
2020Computer Vision and Pattern Recognition44 citations
Semantic Scholar
Multi-task human action recognition via exploring super-category
Yanhua Yang, Ruishan Liu, Cheng Deng, Xin-Bo Gao
2016Signal Processing43 citations
Semantic Scholar
Sparse Modal Additive Model
Hong Chen, Yingjie Wang, Feng Zheng, Cheng Deng +1 more
2020IEEE Transactions on Neural Networks and Learning Systems39 citations
Semantic Scholar
Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval
Xinxu Xu, Cheng Deng, Muli Yang, Hao Wang
2020International Joint Conference on Artificial Intelligence39 citations Open access
Semantic Scholar
Deep Joint Semantic-Embedding Hashing
Ning Li, Chao Li, Cheng Deng, Xiang-Long Liu +1 more
2018International Joint Conference on Artificial Intelligence38 citations Open access
Semantic Scholar
Group Sparse Additive Machine
Hong Chen, Xiaoqian Wang, Cheng Deng, Heng Huang
2017Neural Information Processing Systems37 citations
Semantic Scholar