Hongyuan Zhu

Most-cited papers

COMIC: Multi-view Clustering Without Parameter Selection
Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu +1 more
2019International Conference on Machine Learning370 citations
Semantic Scholar
AnomalyNet: An Anomaly Detection Network for Video Surveillance
Joey Tianyi Zhou, Jia-Wei Du, Hongyuan Zhu, Xi Peng +2 more
2019IEEE Transactions on Information Forensics and Security324 citations
Semantic Scholar
Partition level multiview subspace clustering
Zhao Kang, Xin-Jia Zhao, Chong Peng, Hongyuan Zhu +4 more
2019Neural Networks258 citations
Semantic Scholar
Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation
Hongyuan Zhu, Fan-Man Meng, Jian-Fei Cai, Shi-Jian Lu
2015Journal of Visual Communication and Image Representation240 citations Open access
Semantic Scholar
Zero-Shot Image Dehazing
Boyun Li, Yuanbiao Gou, Jerry Liu, Hongyuan Zhu +2 more
2020IEEE Transactions on Image Processing207 citations
Semantic Scholar
Unsupervised Contrastive Cross-Modal Hashing
Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng +2 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence200 citations
Semantic Scholar
A novel hybrid approach for crack detection
Fen Fang, Liyuan Li, Ying Gu, Hongyuan Zhu +1 more
2020Pattern Recognition167 citations
Semantic Scholar
Spatial Fusion GAN for Image Synthesis
Fangneng Zhan, Hongyuan Zhu, Shi-Jian Lu
2018Computer Vision and Pattern Recognition162 citations Open access
Semantic Scholar
Multi-view Spectral Clustering Network
Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Chang-Qing Zhang +2 more
2019International Joint Conference on Artificial Intelligence156 citations Open access
Semantic Scholar
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow
Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu +4 more
2022Computer Vision and Pattern Recognition150 citations Open access
Semantic Scholar
DehazeGAN: When Image Dehazing Meets Differential Programming
Hongyuan Zhu, Xi Peng, V. Chandrasekhar, Liyuan Li +1 more
2018International Joint Conference on Artificial Intelligence147 citations Open access
Semantic Scholar
Deep Clustering With Sample-Assignment Invariance Prior
Xi Peng, Hongyuan Zhu, Jiashi Feng, Chunhua Shen +2 more
2019IEEE Transactions on Neural Networks and Learning Systems141 citations
Semantic Scholar
Learning Cross-Modal Retrieval with Noisy Labels
Peng Hu, Xi Peng, Hongyuan Zhu, L. Zhen +1 more
2021Computer Vision and Pattern Recognition125 citations
Semantic Scholar
End-to-End 3D Dense Captioning with Vote2Cap-DETR
Sijin Chen, Hongyuan Zhu, Xin Chen, Yin-Jie Lei +2 more
2023Computer Vision and Pattern Recognition115 citations Open access
Semantic Scholar
Discriminative Multi-modal Feature Fusion for RGBD Indoor Scene Recognition
Hongyuan Zhu, Jean-Baptiste Weibel, Shi-Jian Lu
2016Computer Vision and Pattern Recognition111 citations
Semantic Scholar
XAI Beyond Classification: Interpretable Neural Clustering
Xi Peng, Yunfan Li, I. Tsang, Hongyuan Zhu +2 more
2018Journal of machine learning research95 citations
Semantic Scholar
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition
Joey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu +3 more
2019Annual Meeting of the Association for Computational Linguistics87 citations Open access
Semantic Scholar
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective
Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang +3 more
2019AAAI Conference on Artificial Intelligence86 citations Open access
Semantic Scholar
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization
Peng Hu, Xi Peng, Hongyuan Zhu, M. Aly +1 more
2021AAAI Conference on Artificial Intelligence85 citations Open access
Semantic Scholar
Deep Spectral Representation Learning From Multi-View Data
Zhenyu Huang, Joey Tianyi Zhou, Hongyuan Zhu, Chang-Qing Zhang +2 more
2021IEEE Transactions on Image Processing83 citations
Semantic Scholar
Combining Faster R-CNN and Model-Driven Clustering for Elongated Object Detection
Fen Fang, Liyuan Li, Hongyuan Zhu, Joo-Hwee Lim
2020IEEE Transactions on Image Processing74 citations
Semantic Scholar
TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal
Hongyuan Zhu, Romain Vial, Shi-Jian Lu
2017IEEE International Conference on Computer Vision61 citations
Semantic Scholar
Clustering with Similarity Preserving
Zhao Kang, Honghui Xu, Bo-Yu Wang, Hongyuan Zhu +1 more
2019Neurocomputing58 citations Open access
Semantic Scholar
Multiple Marginal Fisher Analysis
Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng
2019IEEE transactions on industrial electronics (1982. Print)51 citations
Semantic Scholar
Single-Image Dehazing via Compositional Adversarial Network
Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou +5 more
2019IEEE Transactions on Cybernetics49 citations
Semantic Scholar
Locality-Aware Crowd Counting
Joey Tianyi Zhou, Le Zhang, Jia-Wei Du, Xi Peng +3 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence47 citations
Semantic Scholar
YoTube: Searching Action Proposal Via Recurrent and Static Regression Networks
Hongyuan Zhu, Romain Vial, Shi-Jian Lu, Xi Peng +3 more
2017IEEE Transactions on Image Processing45 citations Open access
Semantic Scholar
Improving Night-Time Pedestrian Retrieval With Distribution Alignment and Contextual Distance
Mang Ye, Yi Cheng, Xiangyuan Lan, Hongyuan Zhu
2020IEEE Transactions on Industrial Informatics39 citations
Semantic Scholar
What Makes for Effective Few-shot Point Cloud Classification?
Chuangguan Ye, Hongyuan Zhu, Yong-Bin Liao, Bo Zhang +2 more
2022IEEE Workshop/Winter Conference on Applications of Computer Vision34 citations Open access
Semantic Scholar
Cross-channel Communication Networks
Jianwei Yang, Zhile Ren, Chuang Gan, Hongyuan Zhu +1 more
2019Neural Information Processing Systems32 citations
Semantic Scholar
A Closer Look at Few-Shot 3D Point Cloud Classification
Chuangguan Ye, Hongyuan Zhu, Bo Zhang, Tao Chen
2022International Journal of Computer Vision29 citations Open access
Semantic Scholar
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition
Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin
2020AAAI Conference on Artificial Intelligence29 citations Open access
Semantic Scholar
Point Cloud Instance Segmentation With Semi-Supervised Bounding-Box Mining
Yong-Bin Liao, Hongyuan Zhu, Yang-ting Zhang, Chuangguan Ye +2 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence28 citations Open access
Semantic Scholar
Joint Versus Independent Multiview Hashing for Cross-View Retrieval
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin +2 more
2020IEEE Transactions on Cybernetics28 citations
Semantic Scholar
Scene Text Synthesis for Efficient and Effective Deep Network Training
Chang-Gong Zhang, Fangneng Zhan, Hongyuan Zhu, Shi-Jian Lu
2019arXiv.org27 citations
Semantic Scholar
RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval
Yang Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng +1 more
2023Computer Vision and Pattern Recognition24 citations
Semantic Scholar
k-meansNet: When k-means Meets Differentiable Programming
Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu
2018arXiv.org24 citations
Semantic Scholar
Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective
Yuanbiao Gou, Peng Hu, Jian-Cheng Lv, Hongyuan Zhu +1 more
2023Computer Vision and Pattern Recognition23 citations
Semantic Scholar
Cross-modal discriminant adversarial network
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin +3 more
2020Pattern Recognition23 citations Open access
Semantic Scholar
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text
Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek +12 more
2017arXiv.org22 citations
Semantic Scholar
Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition
Ke Xu, Jiang-Tao Wang, Le Zhang, Hongyuan Zhu +1 more
2022IEEE journal of biomedical and health informatics21 citations Open access
Semantic Scholar
Multiple foreground recognition and cosegmentation: An object-oriented CRF model with robust higher-order potentials
Hongyuan Zhu, Jiangbo Lu, Jian-Fei Cai, Jian-Min Zheng +1 more
2014IEEE Winter Conference on Applications of Computer Vision21 citations
Semantic Scholar
Holistic Multi-Modal Memory Network for Movie Question Answering
Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu +2 more
2018IEEE Transactions on Image Processing20 citations Open access
Semantic Scholar
6D Pose Estimation with Correlation Fusion
Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar +5 more
2019International Conference on Pattern Recognition18 citations Open access
Semantic Scholar
LPCL: Localized prominence contrastive learning for self-supervised dense visual pre-training
Zihan Chen, Hongyuan Zhu, Hao Cheng, Siya Mi +2 more
2022Pattern Recognition14 citations
Semantic Scholar
Deep Semisupervised Multiview Learning With Increasing Views
Peng Hu, Xi Peng, Hongyuan Zhu, L. Zhen +3 more
2021IEEE Transactions on Cybernetics14 citations
Semantic Scholar
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval
Burak Satar, Hongyuan Zhu, Hanwang Zhang, J. Lim
2022arXiv.org13 citations Open access
Semantic Scholar
Semantic Role Aware Correlation Transformer For Text To Video Retrieval
Burak Satar, Hongyuan Zhu, X. Bresson, J. Lim
2021International Conference on Information Photonics13 citations Open access
Semantic Scholar
Diagnosing state-of-the-art object proposal methods
Hongyuan Zhu, Shi-Jian Lu, Jian-Fei Cai, G. Lee
2015British Machine Vision Conference12 citations
Semantic Scholar
Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach With Poselets
Hongyuan Zhu, Jiangbo Lu, Jian-Fei Cai, Jian-Min Zheng +2 more
2016IEEE transactions on multimedia11 citations
Semantic Scholar