Xi Peng

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 110

Top Venues

CoRR

IEEE Trans. Neural Networks Learn. Syst.

AAAI

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yuxin Tian, Yijie Lin, Qing Ye, Jian Wang, Xi Peng, Jiancheng Lv
UNITE: Multitask Learning With Sufficient Feature for Dense Prediction. IEEE Trans. Syst. Man Cybern. Syst. 54 (8) (2024)
Xinran Ma, Mouxing Yang, Yunfan Li, Peng Hu, Jiancheng Lv, Xi Peng
Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining. IEEE Trans. Image Process. 33 (2024)
Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation. AAAI (2024)
Yiding Lu, Haobin Li, Yunfan Li, Yijie Lin, Xi Peng
A Survey on Deep Clustering: From the Prior Perspective. CoRR (2024)
Pengxin Zeng, Mouxing Yang, Yiding Lu, Changqing Zhang, Peng Hu, Xi Peng
Semantic Invariant Multi-View Clustering With Fully Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. AAAI (2024)
Jie Chen, Yingke Chen, Zhu Wang, Haixian Zhang, Xi Peng
Spectral Embedding Fusion for Incomplete Multiview Clustering. IEEE Trans. Image Process. 33 (2024)
Jie Chen, Shengxiang Yang, Xi Peng, Dezhong Peng, Zhu Wang
Augmented Sparse Representation for Incomplete Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng
Test-time Adaptation against Multi-modal Reliability Bias. ICLR (2024)
Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng
Multi-granularity Correspondence Learning from Long-term Noisy Videos. ICLR (2024)
Qingyang Zhang, Yake Wei, Zongbo Han, Huazhu Fu, Xi Peng, Cheng Deng, Qinghua Hu, Cai Xu, Jie Wen, Di Hu, Changqing Zhang
Multimodal Fusion on Low-quality Data: A Comprehensive Survey. CoRR (2024)
Mouxing Yang, Zhenyu Huang, Xi Peng
Robust Object Re-identification with Coupled Noisy Labels. Int. J. Comput. Vis. 132 (7) (2024)
Yuxin Tian, Mouxing Yang, Yunfan Li, Dayiheng Liu, Xingzhang Ren, Xi Peng, Jiancheng Lv
An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model. CoRR (2024)
Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng
Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yanglin Feng, Yang Qin, Dezhong Peng, Hongyuan Zhu, Xi Peng, Peng Hu
PointCloud-Text Matching: Benchmark Datasets and a Baseline. CoRR (2024)
Peng Hu, Zhenyu Huang, Dezhong Peng, Xu Wang, Xi Peng
Cross-Modal Retrieval With Partially Mismatched Pairs. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. CVPR (2023)
Jie Chen, Hua Mao, Dezhong Peng, Changqing Zhang, Xi Peng
Multiview Clustering by Consensus Spectral Rotation Fusion. IEEE Trans. Image Process. 32 (2023)
Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou
dugMatting: Decomposed-Uncertainty-Guided Matting. CoRR (2023)
Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng
Provable Dynamic Fusion for Low-Quality Multimodal Data. CoRR (2023)
Jie Chen, Zhu Wang, Hua Mao, Xi Peng
Low-Rank Tensor Learning for Incomplete Multiview Clustering. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. CVPR (2023)
Jie Chen, Hua Mao, Wai Lok Woo, Xi Peng
Deep Multiview Clustering by Contrasting Cluster Assignments. ICCV (2023)
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
Incomplete Multi-view Clustering via Prototype-based Imputation. CoRR (2023)
Mouxing Yang, Yunfan Li, Peng Hu, Jinfeng Bai, Jiancheng Lv, Xi Peng
Robust Multi-View Clustering With Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
Cross-modal Active Complementary Learning with Self-refining Correspondence. NeurIPS (2023)
Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu
Noisy-Correspondence Learning for Text-to-Image Person Re-identification. CoRR (2023)
Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
Incomplete Multi-view Clustering via Prototype-based Imputation. IJCAI (2023)
Yijie Lin, Yuanbiao Gou, Xiaotian Liu, Jinfeng Bai, Jiancheng Lv, Xi Peng
Dual Contrastive Prediction for Incomplete Multi-View Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng
Unsupervised Contrastive Cross-Modal Hashing. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Jie Chen, Zhiming Li, Hua Mao, Wai Lok Woo, Xi Peng
Cross-View Graph Consistency Learning for Invariant Graph Representations. CoRR (2023)
Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng
Graph Matching with Bi-level Noisy Correspondence. ICCV (2023)
Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
Decoupled Contrastive Multi-view Clustering with High-order Random Walks. CoRR (2023)
Pengxin Zeng, Mouxing Yang, Yiding Lu, Changqing Zhang, Peng Hu, Xi Peng
Semantic Invariant Multi-view Clustering with Fully Incomplete Information. CoRR (2023)
Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou
dugMatting: Decomposed-Uncertainty-Guided Matting. ICML (2023)
Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
Image Clustering with External Guidance. CoRR (2023)
Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
Cross-modal Active Complementary Learning with Self-refining Correspondence. CoRR (2023)
Yuanbiao Gou, Haiyu Zhao, Boyun Li, Xinyan Xiao, Xi Peng
Exploiting Diffusion Priors for All-in-One Image Restoration. CoRR (2023)
Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels. ACM Multimedia (2023)
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
Twin Contrastive Learning for Online Clustering. Int. J. Comput. Vis. 130 (9) (2022)
Wenxin Wang, Boyun Li, Yuanbiao Gou, Peng Hu, Xi Peng
Relationship Quantification of Image Degradations. CoRR (2022)
Yuanbiao Gou, Peng Hu, Jiancheng Lv, Xi Peng
Multi-Scale Adaptive Network for Single Image Denoising. CoRR (2022)
Xi Peng, Yunfan Li, Ivor W. Tsang, Hongyuan Zhu, Jiancheng Lv, Joey Tianyi Zhou
XAI Beyond Classification: Interpretable Neural Clustering. J. Mach. Learn. Res. 23 (2022)
Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng
Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification. CVPR (2022)
Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng
Improve Interpretability of Neural Networks via Sparse Contrastive Coding. EMNLP (Findings) (2022)
Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
Twin Contrastive Learning for Online Clustering. CoRR (2022)
Yang Qin, Dezhong Peng, Xi Peng, Xu Wang, Peng Hu
Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval. ACM Multimedia (2022)
Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng
Graph Matching with Bi-level Noisy Correspondence. CoRR (2022)
Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Huaibai Yan, Dezhong Peng
Deep Semisupervised Multiview Learning With Increasing Views. IEEE Trans. Cybern. 52 (12) (2022)
Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
Deep Fair Clustering via Maximizing and Minimizing Mutual Information. CoRR (2022)
Boyun Li, Yijie Lin, Jinfeng Bai, Peng Hu, Jiancheng Lv, Xi Peng
Unsupervised Neural Rendering for Image Hazing. IEEE Trans. Image Process. 31 (2022)
Ming Yan, Cen Chen, Jiawei Du, Xi Peng, Joey Tianyi Zhou, Zeng Zeng
Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. IEEE Trans. Ind. Informatics 18 (5) (2022)
Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv, Xi Peng
All-In-One Image Restoration for Unknown Corruption. CVPR (2022)
Joey Tianyi Zhou, Le Zhang, Jiawei Du, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu
Locality-Aware Crowd Counting. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Liangli Zhen, Peng Hu, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou
Deep Multimodal Transfer Learning for Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. CoRR (2022)
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng
Cross-modal discriminant adversarial network. Pattern Recognit. 112 (2021)
Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. AAAI (2021)
Weixin Luo, Wen Liu, Dongze Lian, Jinhui Tang, Lixin Duan, Xi Peng, Shenghua Gao
Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
Contrastive Clustering. AAAI (2021)
Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin
Learning Cross-Modal Retrieval With Noisy Labels. CVPR (2021)
Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. Int. J. Comput. Vis. 129 (5) (2021)
Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng
Dual Adversarial Transfer for Sequence Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 43 (2) (2021)
Zhibin Wan, Changqing Zhang, Yu Geng, Huazhu Fu, Xi Peng, Pengfei Zhu, Qinghua Hu
Cross-View Equivariant Auto-Encoder. ICME (2021)
Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian
Structured graph learning for clustering and semi-supervised classification. Pattern Recognit. 110 (2021)
Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim
Single-Image Dehazing via Compositional Adversarial Network. IEEE Trans. Cybern. 51 (2) (2021)
Boyun Li, Yijie Lin, Xiao Liu, Peng Hu, Jiancheng Lv, Xi Peng
Unsupervised Neural Rendering for Image Hazing. CoRR (2021)
Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. CVPR (2021)
Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Dezhong Peng
Joint Versus Independent Multiview Hashing for Cross-View Retrieval. IEEE Trans. Cybern. 51 (10) (2021)
Bijue Jia, Jiancheng Lv, Xi Peng, Yao Chen, Shenglan Yang
Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv, Xi Peng
COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction. CVPR (2021)
Zhenyu Huang, Joey Tianyi Zhou, Hongyuan Zhu, Changqing Zhang, Jiancheng Lv, Xi Peng
Deep Spectral Representation Learning From Multi-View Data. IEEE Trans. Image Process. 30 (2021)
Xi Peng, Hongyuan Zhu, Jiashi Feng, Chunhua Shen, Haixian Zhang, Joey Tianyi Zhou
Deep Clustering With Sample-Assignment Invariance Prior. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
Contrastive Clustering. CoRR (2020)
Joey Tianyi Zhou, Le Zhang, Zhiwen Fang, Jiawei Du, Xi Peng, Yang Xiao
Attention-Driven Loss for Anomaly Detection in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 30 (12) (2020)
Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition. AAAI (2020)
Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. CoRR (2020)
Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu
Partition level multiview subspace clustering. Neural Networks 122 (2020)
Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian
Structured Graph Learning for Clustering and Semi-supervised Classification. CoRR (2020)
Tao Zhou, Changqing Zhang, Xi Peng, Harish Bhaskar, Jie Yang
Dual Shared-Specific Multiview Subspace Clustering. IEEE Trans. Cybern. 50 (8) (2020)
Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng
CLEARER: Multi-Scale Neural Architecture Search for Image Restoration. NeurIPS (2020)
Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, Xi Peng
Partially View-aligned Clustering. NeurIPS (2020)
Joey Tianyi Zhou, Xi Peng, Yew-Soon Ong
Heterogeneous Representation Learning: A Review. CoRR (2020)
Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng, Yang Xiao, Zhiguo Cao
RoSeq: Robust Sequence Labeling. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Xi Peng, Jiashi Feng, Joey Tianyi Zhou, Yingjie Lei, Shuicheng Yan
Deep Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Boyun Li, Yuanbiao Gou, Jerry Zitao Liu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng
Zero-Shot Image Dehazing. IEEE Trans. Image Process. 29 (2020)
Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Joey Tianyi Zhou, Qinghua Hu
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. ICCV (2019)
Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu, Xi Peng, Yong Liu, Rick Siow Mong Goh
AnomalyNet: An Anomaly Detection Network for Video Surveillance. IEEE Trans. Inf. Forensics Secur. 14 (10) (2019)
Canyi Lu, Xi Peng, Yunchao Wei
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. CVPR (2019)
Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv
Multi-view Spectral Clustering Network. IJCAI (2019)
Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng
Multiple Marginal Fisher Analysis. IEEE Trans. Ind. Electron. 66 (12) (2019)
Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, Joo-Hwee Lim
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. AAAI (2019)
Joey Tianyi Zhou, Meng Fang, Hao Zhang, Chen Gong, Xi Peng, Zhiguo Cao, Rick Siow Mong Goh
Learning With Annotation of Various Degrees. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou
COMIC: Multi-view Clustering Without Parameter Selection. ICML (2019)
Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim
DehazeGAN: When Image Dehazing Meets Differential Programming. IJCAI (2018)
Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu
Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Xi Peng, Jiashi Feng, Shijie Xiao, Wei-Yun Yau, Joey Tianyi Zhou, Songfan Yang
Structured AutoEncoders for Subspace Clustering. IEEE Trans. Image Process. 27 (10) (2018)
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. IEEE Trans. Neural Networks Learn. Syst. 29 (1) (2018)
Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu
k-meansNet: When k-means Meets Differentiable Programming. CoRR (2018)
Joey Tianyi Zhou, Heng Zhao, Xi Peng, Meng Fang, Zheng Qin, Rick Siow Mong Goh
Transfer Hashing: From Shallow to Deep. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xi Peng