2021
Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Learning Cross-modal Retrieval with Noisy Labels[C], IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 5403-5413. [code]
Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Huaibai Yan, Dezhong Peng, Deep Semi-Supervised Multi-View Learning with Increasing Views[J]. IEEE Transactions on Cybernetics. Early Access.
Yang Yu, Peng Hu, Jie Lin, Pavitra Krishnaswamy, Multimodal Multitask Deep Learning for X-Ray Image Retrieval[C], International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021).
Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng, Partially View-aligned Representation Learning with Noise-robust Contrastive Loss, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 1134-1143. [code]
Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly, PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 15840-15848.
Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin, OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization, Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI’21), 2021: 2-9.
Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, and Xi Peng, Contrastive Clustering, Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI’21), Feb. 2-9, 2021. [code]
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng, Cross-modal Discriminant Adversarial Network[J]. Pattern Recognition, 2021, 112: 107734.
Xu Wang*, Peng Hu*, Liangli Zhen, Dezhong Peng, DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval[J]. Information Sciences, 2021, 546: 298-311. (* denotes equal contribution) [code]
2020
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Dezhong Peng, Joint Versus Independent Multiview Hashing for Cross-View Retrieval[J]. IEEE Transactions on Cybernetics. Early Access.
Liangli Zhen*, Peng Hu*, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou, Deep Multimodal Transfer Learning for Cross-Modal Retrieval[J]. IEEE Transactions on Neural Networks and Learning Systems. Early Access. (* denotes equal contribution)
Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, and Xi Peng, Partially View-aligned Clustering, Neural Information Processing Systems (NeurIPS), 2020. (Oral) [Code]
Xu Wang, Peng Hu, Pei Liu, Dezhong Peng, Deep Semisupervised Class- and Correlation-Collapsed Cross-View Learning[J]. IEEE Transactions on Cybernetics (TCYB), 2020. Early Access.
Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin, Semi-supervised Multi-modal Learning with Balanced Spectral Decomposition[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(01): 99-106. (Oral).
2019
Peng Hu*, Xu Wang*, Liangli Zhen, Dezhong Peng, Separated Variational Hashing Networks for Cross-Modal Retrieval [C]//Proceedings of the 27th ACM International Conference on Multimedia. 2019: 1721-1729. (* denotes equal contribution, Full paper)
Peng Hu, Dezhong Peng, Yongsheng Sang, Yong Xiang, Multi-view linear discriminant analysis network[J]. IEEE Transaction on Image Processing (TIP), 2019, 28(11): 5352-5365. [code]
Peng Hu*, Liangli Zhen*, Dezhong Peng, Pei Liu, Scalable deep multimodal learning for cross-modal retrieval[C]//Proceedings of the 42Nd International ACM SIGIR Conference on Research and Development in Information Retrieval. 2019: 635-644. (* denotes equal contribution, Full paper for oral presentation) [code]
Peng Hu, Dezhong Peng, Xu Wang, Yong Xiang, Multimodal adversarial network for cross-modal retrieval[J], Knowledge-Based Systems, 2019, 180: 38-50. [code]
Liangli Zhen*, Peng Hu*, Xu Wang, Dezhong Peng, Deep supervised cross-modal retrieval[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019: 10394-10403. (* denotes equal contribution) [code]
Xu Wang, Dezhong Peng, Peng Hu, Yongsheng Sang, Adversarial correlated autoencoder for unsupervised multi-view representation learning[J]. Knowledge-Based Systems, 2019, 168: 109-120.
2018
- Peng Hu, Dezhong Peng, Jixiang Guo, Liangli Zhen, Local feature based multi-view discriminant analysis[J]. Knowledge-Based Systems, 2018, 149: 34-46.
2016
- Peng Hu, Dezhong Peng, Yi Zhang, Yong Xiang, Robust time-spread echo watermarking using characteristics of host signals[J]. Electronics Letters, 2016, 52(1): 5-6.