2022

• Yang Qin, Dezhong Peng, Xi Peng, Xu Wang, Peng Hu*, Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval, Proceedings of the 30th ACM International Conference on Multimedia, 10-14 October 2022.[code]
• Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng*, Unsupervised Contrastive Cross-modal Hashing, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 26 May 2022. DOI: 10.1109/TPAMI.2022.3177356.[code]
• Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng*, Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA. Jun. 19-25, 2022.[code]
• Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv, Xi Peng*, All-In-One Image Restoration for Unknown Corruption, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA. Jun. 19-25, 2022.[code]
• Mouxing Yang, Yunfan Li, Peng Hu, Jinfeng Bai, Jiancheng Lv, Xi Peng*, Robust Multi-view Clustering with Incomplete Information, IEEE Trans Pattern Analysis and Machine Intelligence (TPAMI), Feb. 2022. DOI: 10.1109/TPAMI.2022.3155499.[code]

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. [code]

• 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, vol. 51, no. 10, pp. 4982-4993, Oct. 2021. [Code]

• 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

• 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.