Xi Peng - RankMe

199 papers A* 69A 2Journal 126Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge. CoRR Yijie Lin, Guofeng Ding, Haochen Zhou, Haobin Li, Mouxing Yang, Xi Peng
2026	J	`jnl`	Community-Aware Multi-View Representation Learning With Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. Haobin Li, Yijie Lin, Peng Hu, Mouxing Yang, Xi Peng
2026	A*	`conf`	Conditional Distribution Learning for Graph Classification. AAAI Jie Chen, Hua Mao, Chuanbin Liu, Zhu Wang, Xi Peng
2026	A*	`conf`	Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition. AAAI Yutong Yang, Lifu Huang, Yijie Lin, Xi Peng, Mouxing Yang
2026	A*	`conf`	Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization. AAAI Qizhi Li, Xuyang Wang, Yingke Chen, Ming Yan, Dezhong Peng, Xi Peng, Xu Wang
2026	J	`jnl`	Multiview Self-Representation Learning across Heterogeneous Views. CoRR Jie Chen, Zhu Wang, Chuanbin Liu, Xi Peng
2026	J	`jnl`	Reliable Thinking with Images. CoRR Haobin Li, Yutong Yang, Yijie Lin, Xiang Dai, Mouxing Yang, Xi Peng
2026	A*	`conf`	Robust Semi-paired Multimodal Learning for Cross-modal Retrieval. AAAI Yang Qin, Yuan Sun, Xi Peng, Dezhong Peng, Joey Tianyi Zhou, Xiaomin Song, Peng Hu
2026	A*	`conf`	Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval. AAAI Likang Peng, Chao Su, Wenyuan Wu, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang
2025	J	`jnl`	Conditional Representation Learning for Customized Tasks. CoRR Honglin Liu, Chao Sun, Peng Hu, Yunfan Li, Xi Peng
2025	A*	`conf`	Cross-View Graph Consistency Learning for Invariant Graph Representations. AAAI Jie Chen, Hua Mao, Wai Lok Woo, Chuanbin Liu, Xi Peng
2025	J	`jnl`	DUDE: Diffusion-Based Unsupervised Cross-Domain Image Retrieval. CoRR Ruohong Yang, Peng Hu, Yunfan Li, Xi Peng
2025	A*	`conf`	Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval. AAAI Yuan Li, Liangli Zhen, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2025	A*	`conf`	Deep Fuzzy Multi-view Learning for Reliable Classification. ICML Siyuan Duan, Yuan Sun, Dezhong Peng, Guiduo Duan, Xi Peng, Peng Hu
2025	A*	`conf`	Deep Unsupervised Hashing via External Guidance. ICML Qihong Song, XitingLiu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Peng Hu
2025	A*	`conf`	Detecting Open World Objects via Partial Attribute Assignment. CVPR Muli Yang, Gabriel James Goenawan, Huaiyuan Qin, Kai Han, Xi Peng, Yanhua Yang, Hongyuan Zhu
2025	A*	`conf`	Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior. IJCAI Kai Guo, Jiedong Wang, Xi Peng, Peng Hu, Hao Wang
2025	J	`jnl`	Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams. IEEE Trans. Neural Networks Learn. Syst. Jie Chen, Hua Mao, Yuanbiao Gou, Xi Peng
2025	A*	`conf`	Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification. CVPR Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu
2025	J	`jnl`	Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification. CoRR Yang Qin, Chao Chen, Zhihang Fu, Dezhong Peng, Xi Peng, Peng Hu
2025	A*	`conf`	LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. ICML Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng
2025	J	`jnl`	LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification. CoRR Yiding Lu, Mouxing Yang, Dezhong Peng, Peng Hu, Yijie Lin, Xi Peng
2025	J	`jnl`	LaverNet: Lightweight All-in-one Video Restoration via Selective Propagation. CoRR Haiyu Zhao, Yiwen Shan, Yuanbiao Gou, Xi Peng
2025	A*	`conf`	Learning Robust Multi-view Representation Using Dual-masked VAEs. IJCAI Jiedong Wang, Kai Guo, Peng Hu, Xi Peng, Hao Wang
2025	J	`jnl`	Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment. CoRR Haobin Li, Yijie Lin, Peng Hu, Mouxing Yang, Xi Peng
2025	A*	`conf`	Learning with Noisy Triplet Correspondence for Composed Image Retrieval. CVPR Shuxian Li, Changhao He, Xiting Liu, Joey Tianyi Zhou, Xi Peng, Peng Hu
2025	A*	`conf`	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration. CVPR Boyun Li, Haiyu Zhao, Wenxin Wang, Peng Hu, Yuanbiao Gou, Xi Peng
2025	J	`jnl`	Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising. CoRR Yiwen Shan, Haiyu Zhao, Peng Hu, Xi Peng, Yuanbiao Gou
2025	J	`jnl`	Noise-Robust Vision-Language Pre-Training With Positive-Negative Learning. IEEE Trans. Pattern Anal. Mach. Intell. Zhenyu Huang, Mouxing Yang, Xinyan Xiao, Peng Hu, Xi Peng
2025	J	`jnl`	Object Adaptive Self-Supervised Dense Visual Pre-Training. IEEE Trans. Image Process. Yu Zhang, Tao Zhang, Hongyuan Zhu, Zihan Chen, Siya Mi, Xi Peng, Xin Geng
2025	J	`jnl`	One-Step Adaptive Graph Learning for Incomplete Multiview Subspace Clustering. IEEE Trans. Knowl. Data Eng. Jie Chen, Hua Mao, Wai Lok Woo, Chuanbin Liu, Zhu Wang, Xi Peng
2025	J	`jnl`	PointCloud-Text Matching: Benchmark Dataset and Baseline. IEEE Trans. Multim. Yanglin Feng, Yang Qin, Dezhong Peng, Hongyuan Zhu, Xi Peng, Peng Hu
2025	A*	`conf`	Probabilistic Multimodal Learning with von Mises-Fisher Distributions. IJCAI Peng Hu, Yang Qin, Yuanbiao Gou, Yunfan Li, Mouxing Yang, Xi Peng
2025	J	`jnl`	Relationship Quantification of Image Degradations. IEEE Trans. Pattern Anal. Mach. Intell. Boyun Li, Yuanbiao Gou, Wenxin Wang, Peng Hu, Wangmeng Zuo, Xi Peng
2025	J	`jnl`	Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification. CoRR Yongxiang Li, Yuan Sun, Yang Qin, Dezhong Peng, Xi Peng, Peng Hu
2025	J	`jnl`	Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification. IEEE Trans. Inf. Forensics Secur. Yongxiang Li, Yuan Sun, Yang Qin, Dezhong Peng, Xi Peng, Peng Hu
2025	J	`jnl`	Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval. CoRR Likang Peng, Chao Su, Wenyuan Wu, Yuan Sun, Dezhong Peng, Xi Peng, Xu Wang
2025	A*	`conf`	Test-time Adaptation for Cross-modal Retrieval with Query Shift. ICLR Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, XitingLiu, Mouxing Yang
2025	J	`jnl`	Trustworthy Visual-Textual Retrieval. IEEE Trans. Image Process. Yang Qin, Lifu Huang, Dezhong Peng, Bohan Jiang, Joey Tianyi Zhou, Xi Peng, Peng Hu
2025	A*	`conf`	Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval. ICML Guofeng Ding, Yiding Lu, Peng Hu, Mouxing Yang, Yijie Lin, Xi Peng
2025	J	`jnl`	mixDA: mixup domain adaptation for glaucoma detection on fundus images. Neural Comput. Appl. Ming Yan, Yun Lin, Xi Peng, Zeng Zeng
2024	J	`jnl`	A Survey on Deep Clustering: From the Prior Perspective. CoRR Yiding Lu, Haobin Li, Yunfan Li, Yijie Lin, Xi Peng
2024	A	`conf`	An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model. ICME Yuxin Tian, Mouxing Yang, Yunfan Li, Dayiheng Liu, Xingzhang Ren, Xi Peng, Jiancheng Lv
2024	J	`jnl`	An Empirical Study of Parameter Efficient Fine-tuning on Vision-Language Pre-train Model. CoRR Yuxin Tian, Mouxing Yang, Yunfan Li, Dayiheng Liu, Xingzhang Ren, Xi Peng, Jiancheng Lv
2024	J	`jnl`	Augmented Sparse Representation for Incomplete Multiview Clustering. IEEE Trans. Neural Networks Learn. Syst. Jie Chen, Shengxiang Yang, Xi Peng, Dezhong Peng, Zhu Wang
2024	A*	`conf`	AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations. NeurIPS Haiyu Zhao, Lei Tian, Xinyan Xiao, Peng Hu, Yuanbiao Gou, Xi Peng
2024	J	`jnl`	Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining. IEEE Trans. Image Process. Xinran Ma, Mouxing Yang, Yunfan Li, Peng Hu, Jiancheng Lv, Xi Peng
2024	A*	`conf`	Decoupled Contrastive Multi-View Clustering with High-Order Random Walks. AAAI Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
2024	J	`jnl`	Deep Supervised Multi-View Learning With Graph Priors. IEEE Trans. Image Process. Peng Hu, Liangli Zhen, Xi Peng, Hongyuan Zhu, Jie Lin, Xu Wang, Dezhong Peng
2024	J	`jnl`	DiFiC: Your Diffusion Model Holds the Secret to Fine-Grained Clustering. CoRR Ruohong Yang, Peng Hu, Xi Peng, Xiting Liu, Yunfan Li
2024	J	`jnl`	Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams. CoRR Jie Chen, Hua Mao, Yuanbiao Gou, Xi Peng
2024	A*	`conf`	Image Clustering with External Guidance. ICML Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
2024	A*	`conf`	Interactive Deep Clustering via Value Mining. NeurIPS Honglin Liu, Peng Hu, Changqing Zhang, Yunfan Li, Xi Peng
2024	J	`jnl`	Learning with Noisy Correspondence. Int. J. Comput. Vis. Zhenyu Huang, Peng Hu, Guocheng Niu, Xinyan Xiao, Jiancheng Lv, Xi Peng
2024	J	`jnl`	MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration. CoRR Boyun Li, Haiyu Zhao, Wenxin Wang, Peng Hu, Yuanbiao Gou, Xi Peng
2024	A*	`conf`	Multi-granularity Correspondence Learning from Long-term Noisy Videos. ICLR Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng
2024	J	`jnl`	Multi-granularity Correspondence Learning from Long-term Noisy Videos. CoRR Yijie Lin, Jie Zhang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng
2024	J	`jnl`	Multimodal Fusion on Low-quality Data: A Comprehensive Survey. CoRR Qingyang Zhang, Yake Wei, Zongbo Han, Huazhu Fu, Xi Peng, Cheng Deng, Qinghua Hu, Cai Xu, Jie Wen, Di Hu, Changqing Zhang
2024	A*	`conf`	Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. CVPR Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu
2024	A*	`conf`	Out-Of-Distribution Detection with Diversification (Provably). NeurIPS Haiyun Yao, Zongbo Han, Huazhu Fu, Xi Peng, Qinghua Hu, Changqing Zhang
2024	J	`jnl`	Out-Of-Distribution Detection with Diversification (Provably). CoRR Haiyun Yao, Zongbo Han, Huazhu Fu, Xi Peng, Qinghua Hu, Changqing Zhang
2024	A*	`conf`	PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation. AAAI Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong
2024	J	`jnl`	RoMo: Robust Unsupervised Multimodal Learning With Noisy Pseudo Labels. IEEE Trans. Image Process. Yongxiang Li, Yang Qin, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2024	A*	`conf`	Robust Contrastive Cross-modal Hashing with Noisy Labels. ACM Multimedia Longan Wang, Yang Qin, Yuan Sun, Dezhong Peng, Xi Peng, Peng Hu
2024	A*	`conf`	Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence. NeurIPS Ruiming Guo, Mouxing Yang, Yijie Lin, Xi Peng, Peng Hu
2024	J	`jnl`	Robust Multi-View Clustering With Noisy Correspondence. IEEE Trans. Knowl. Data Eng. Yuan Sun, Yang Qin, Yongxiang Li, Dezhong Peng, Xi Peng, Peng Hu
2024	J	`jnl`	Robust Object Re-identification with Coupled Noisy Labels. Int. J. Comput. Vis. Mouxing Yang, Zhenyu Huang, Xi Peng
2024	A*	`conf`	Robust Variational Contrastive Learning for Partially View-unaligned Clustering. ACM Multimedia Changhao He, Hongyuan Zhu, Peng Hu, Xi Peng
2024	J	`jnl`	Self-Supervised Conditional Distribution Learning on Graphs. CoRR Jie Chen, Hua Mao, Yuanbiao Gou, Zhu Wang, Xi Peng
2024	J	`jnl`	Semantic Invariant Multi-View Clustering With Fully Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. Pengxin Zeng, Mouxing Yang, Yiding Lu, Changqing Zhang, Peng Hu, Xi Peng
2024	J	`jnl`	Single-Cell RNA-Seq Debiased Clustering via Batch Effect Disentanglement. IEEE Trans. Neural Networks Learn. Syst. Yunfan Li, Yijie Lin, Peng Hu, Dezhong Peng, Han Luo, Xi Peng
2024	J	`jnl`	Spectral Embedding Fusion for Incomplete Multiview Clustering. IEEE Trans. Image Process. Jie Chen, Yingke Chen, Zhu Wang, Haixian Zhang, Xi Peng
2024	A*	`conf`	Test-Time Degradation Adaptation for Open-Set Image Restoration. ICML Yuanbiao Gou, Haiyu Zhao, Boyun Li, Xinyan Xiao, Xi Peng
2024	A*	`conf`	Test-time Adaptation against Multi-modal Reliability Bias. ICLR Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng
2024	J	`jnl`	Test-time Adaptation for Cross-modal Retrieval with Query Shift. CoRR Haobin Li, Peng Hu, Qianjun Zhang, Xi Peng, Xiting Liu, Mouxing Yang
2024	J	`jnl`	UNITE: Multitask Learning With Sufficient Feature for Dense Prediction. IEEE Trans. Syst. Man Cybern. Syst. Yuxin Tian, Yijie Lin, Qing Ye, Jian Wang, Xi Peng, Jiancheng Lv
2023	A*	`conf`	Comprehensive and Delicate: An Efficient Transformer for Image Restoration. CVPR Haiyu Zhao, Yuanbiao Gou, Boyun Li, Dezhong Peng, Jiancheng Lv, Xi Peng
2023	J	`jnl`	Cross-Modal Retrieval With Partially Mismatched Pairs. IEEE Trans. Pattern Anal. Mach. Intell. Peng Hu, Zhenyu Huang, Dezhong Peng, Xu Wang, Xi Peng
2023	J	`jnl`	Cross-View Graph Consistency Learning for Invariant Graph Representations. CoRR Jie Chen, Zhiming Li, Hua Mao, Wai Lok Woo, Xi Peng
2023	A*	`conf`	Cross-modal Active Complementary Learning with Self-refining Correspondence. NeurIPS Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
2023	J	`jnl`	Cross-modal Active Complementary Learning with Self-refining Correspondence. CoRR Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu
2023	J	`jnl`	Decoupled Contrastive Multi-view Clustering with High-order Random Walks. CoRR Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu, Xi Peng
2023	A*	`conf`	Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric. CVPR Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
2023	A*	`conf`	Deep Multiview Clustering by Contrasting Cluster Assignments. ICCV Jie Chen, Hua Mao, Wai Lok Woo, Xi Peng
2023	J	`jnl`	Deep Multiview Clustering by Contrasting Cluster Assignments. CoRR Jie Chen, Hua Mao, Wai Lok Woo, Xi Peng
2023	J	`jnl`	Dual Contrastive Prediction for Incomplete Multi-View Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. Yijie Lin, Yuanbiao Gou, Xiaotian Liu, Jinfeng Bai, Jiancheng Lv, Xi Peng
2023	J	`jnl`	Exploiting Diffusion Priors for All-in-One Image Restoration. CoRR Yuanbiao Gou, Haiyu Zhao, Boyun Li, Xinyan Xiao, Xi Peng
2023	A*	`conf`	Graph Matching with Bi-level Noisy Correspondence. ICCV Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng
2023	J	`jnl`	Image Clustering with External Guidance. CoRR Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Jianping Fan, Xi Peng
2023	A*	`conf`	Incomplete Multi-view Clustering via Prototype-based Imputation. IJCAI Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
2023	J	`jnl`	Incomplete Multi-view Clustering via Prototype-based Imputation. CoRR Haobin Li, Yunfan Li, Mouxing Yang, Peng Hu, Dezhong Peng, Xi Peng
2023	A*	`conf`	Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering. AAAI Yao Jin, Guocheng Niu, Xinyan Xiao, Jian Zhang, Xi Peng, Jun Yu
2023	J	`jnl`	Low-Rank Tensor Learning for Incomplete Multiview Clustering. IEEE Trans. Knowl. Data Eng. Jie Chen, Zhu Wang, Hua Mao, Xi Peng
2023	J	`jnl`	Multiview Clustering by Consensus Spectral Rotation Fusion. IEEE Trans. Image Process. Jie Chen, Hua Mao, Dezhong Peng, Changqing Zhang, Xi Peng
2023	J	`jnl`	Noisy-Correspondence Learning for Text-to-Image Person Re-identification. CoRR Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu
2023	A*	`conf`	Provable Dynamic Fusion for Low-Quality Multimodal Data. ICML Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng
2023	J	`jnl`	Provable Dynamic Fusion for Low-Quality Multimodal Data. CoRR Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng
2023	A*	`conf`	ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels. ACM Multimedia Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
2023	A*	`conf`	RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. CVPR Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu
2023	A*	`conf`	Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective. CVPR Yuanbiao Gou, Peng Hu, Jiancheng Lv, Hongyuan Zhu, Xi Peng
2023	A*	`conf`	Robust Domain Adaptation for Machine Reading Comprehension. AAAI Liang Jiang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng
2023	J	`jnl`	Robust Multi-View Clustering With Incomplete Information. IEEE Trans. Pattern Anal. Mach. Intell. Mouxing Yang, Yunfan Li, Peng Hu, Jinfeng Bai, Jiancheng Lv, Xi Peng
2023	J	`jnl`	Semantic Invariant Multi-view Clustering with Fully Incomplete Information. CoRR Pengxin Zeng, Mouxing Yang, Yiding Lu, Changqing Zhang, Peng Hu, Xi Peng
2023	J	`jnl`	Unsupervised Contrastive Cross-Modal Hashing. IEEE Trans. Pattern Anal. Mach. Intell. Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng
2023	A*	`conf`	dugMatting: Decomposed-Uncertainty-Guided Matting. ICML Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou
2023	J	`jnl`	dugMatting: Decomposed-Uncertainty-Guided Matting. CoRR Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou
2022	A*	`conf`	All-In-One Image Restoration for Unknown Corruption. CVPR Boyun Li, Xiao Liu, Peng Hu, Zhongqin Wu, Jiancheng Lv, Xi Peng
2022	A*	`conf`	Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval. ACM Multimedia Yang Qin, Dezhong Peng, Xi Peng, Xu Wang, Peng Hu
2022	J	`jnl`	Deep Fair Clustering via Maximizing and Minimizing Mutual Information. CoRR Pengxin Zeng, Yunfan Li, Peng Hu, Dezhong Peng, Jiancheng Lv, Xi Peng
2022	J	`jnl`	Deep Multimodal Transfer Learning for Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. Liangli Zhen, Peng Hu, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou
2022	J	`jnl`	Deep Semisupervised Multiview Learning With Increasing Views. IEEE Trans. Cybern. Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Huaibai Yan, Dezhong Peng
2022	J	`jnl`	Graph Matching with Bi-level Noisy Correspondence. CoRR Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng
2022	—	`conf`	Improve Interpretability of Neural Networks via Sparse Contrastive Coding. EMNLP (Findings) Junhong Liu, Yijie Lin, Liang Jiang, Jia Liu, Zujie Wen, Xi Peng
2022	A*	`conf`	Learning with Twin Noisy Labels for Visible-Infrared Person Re-Identification. CVPR Mouxing Yang, Zhenyu Huang, Peng Hu, Taihao Li, Jiancheng Lv, Xi Peng
2022	J	`jnl`	Locality-Aware Crowd Counting. IEEE Trans. Pattern Anal. Mach. Intell. Joey Tianyi Zhou, Le Zhang, Jiawei Du, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu
2022	J	`jnl`	Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. IEEE Trans. Ind. Informatics Ming Yan, Cen Chen, Jiawei Du, Xi Peng, Joey Tianyi Zhou, Zeng Zeng
2022	A*	`conf`	Multi-Scale Adaptive Network for Single Image Denoising. NeurIPS Yuanbiao Gou, Peng Hu, Jiancheng Lv, Joey Tianyi Zhou, Xi Peng
2022	J	`jnl`	Multi-Scale Adaptive Network for Single Image Denoising. CoRR Yuanbiao Gou, Peng Hu, Jiancheng Lv, Xi Peng
2022	J	`jnl`	OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. CoRR Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
2022	J	`jnl`	Relationship Quantification of Image Degradations. CoRR Wenxin Wang, Boyun Li, Yuanbiao Gou, Peng Hu, Xi Peng
2022	J	`jnl`	Robust Domain Adaptation for Machine Reading Comprehension. CoRR Liang Jiang, Zhenyu Huang, Jia Liu, Zujie Wen, Xi Peng
2022	J	`jnl`	Twin Contrastive Learning for Online Clustering. CoRR Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
2022	J	`jnl`	Twin Contrastive Learning for Online Clustering. Int. J. Comput. Vis. Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng
2022	J	`jnl`	Unsupervised Neural Rendering for Image Hazing. IEEE Trans. Image Process. Boyun Li, Yijie Lin, Jinfeng Bai, Peng Hu, Jiancheng Lv, Xi Peng
2022	J	`jnl`	XAI Beyond Classification: Interpretable Neural Clustering. J. Mach. Learn. Res. Xi Peng, Yunfan Li, Ivor W. Tsang, Hongyuan Zhu, Jiancheng Lv, Joey Tianyi Zhou
2021	A*	`conf`	COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction. CVPR Yijie Lin, Yuanbiao Gou, Zitao Liu, Boyun Li, Jiancheng Lv, Xi Peng
2021	A*	`conf`	Contrastive Clustering. AAAI Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
2021	A	`conf`	Cross-View Equivariant Auto-Encoder. ICME Zhibin Wan, Changqing Zhang, Yu Geng, Huazhu Fu, Xi Peng, Pengfei Zhu, Qinghua Hu
2021	J	`jnl`	Cross-modal discriminant adversarial network. Pattern Recognit. Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng
2021	J	`jnl`	Deep Spectral Representation Learning From Multi-View Data. IEEE Trans. Image Process. Zhenyu Huang, Joey Tianyi Zhou, Hongyuan Zhu, Changqing Zhang, Jiancheng Lv, Xi Peng
2021	J	`jnl`	Dual Adversarial Transfer for Sequence Labeling. IEEE Trans. Pattern Anal. Mach. Intell. Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng
2021	J	`jnl`	Hierarchical Regulated Iterative Network for Joint Task of Music Detection and Music Relative Loudness Estimation. IEEE ACM Trans. Audio Speech Lang. Process. Bijue Jia, Jiancheng Lv, Xi Peng, Yao Chen, Shenglan Yang
2021	J	`jnl`	Joint Versus Independent Multiview Hashing for Cross-View Retrieval. IEEE Trans. Cybern. Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Dezhong Peng
2021	A*	`conf`	Learning Cross-Modal Retrieval With Noisy Labels. CVPR Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin
2021	A*	`conf`	Learning with Noisy Correspondence for Cross-modal Matching. NeurIPS Zhenyu Huang, Guocheng Niu, Xiao Liu, Wenbiao Ding, Xinyan Xiao, Hua Wu, Xi Peng
2021	A*	`conf`	OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. AAAI Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
2021	A*	`conf`	Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. CVPR Mouxing Yang, Yunfan Li, Zhenyu Huang, Zitao Liu, Peng Hu, Xi Peng
2021	J	`jnl`	Single-Image Dehazing via Compositional Adversarial Network. IEEE Trans. Cybern. Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim
2021	J	`jnl`	Structured graph learning for clustering and semi-supervised classification. Pattern Recognit. Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian
2021	J	`jnl`	Unsupervised Neural Rendering for Image Hazing. CoRR Boyun Li, Yijie Lin, Xiao Liu, Peng Hu, Jiancheng Lv, Xi Peng
2021	J	`jnl`	Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Weixin Luo, Wen Liu, Dongze Lian, Jinhui Tang, Lixin Duan, Xi Peng, Shenghua Gao
2021	J	`jnl`	You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. Int. J. Comput. Vis. Boyun Li, Yuanbiao Gou, Shuhang Gu, Zitao Liu, Joey Tianyi Zhou, Xi Peng
2020	J	`jnl`	A Dynamic Parameter Enhanced Network for distant supervised relation extraction. Knowl. Based Syst. Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Xi Peng
2020	J	`jnl`	Attention-Driven Loss for Anomaly Detection in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. Joey Tianyi Zhou, Le Zhang, Zhiwen Fang, Jiawei Du, Xi Peng, Yang Xiao
2020	A*	`conf`	CLEARER: Multi-Scale Neural Architecture Search for Image Restoration. NeurIPS Yuanbiao Gou, Boyun Li, Zitao Liu, Songfan Yang, Xi Peng
2020	J	`jnl`	Contrastive Clustering. CoRR Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng
2020	J	`jnl`	Deep Clustering With Sample-Assignment Invariance Prior. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Hongyuan Zhu, Jiashi Feng, Chunhua Shen, Haixian Zhang, Joey Tianyi Zhou
2020	J	`jnl`	Deep Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Jiashi Feng, Joey Tianyi Zhou, Yingjie Lei, Shuicheng Yan
2020	J	`jnl`	Dual Shared-Specific Multiview Subspace Clustering. IEEE Trans. Cybern. Tao Zhou, Changqing Zhang, Xi Peng, Harish Bhaskar, Jie Yang
2020	J	`jnl`	Heterogeneous Representation Learning: A Review. CoRR Joey Tianyi Zhou, Xi Peng, Yew-Soon Ong
2020	J	`jnl`	Multimodal image-to-image translation between domains with high internal variability. Soft Comput. Jian Wang, Jiancheng Lv, Xue Yang, Chenwei Tang, Xi Peng
2020	A*	`conf`	Partially View-aligned Clustering. NeurIPS Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, Xi Peng
2020	J	`jnl`	Partition level multiview subspace clustering. Neural Networks Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu
2020	J	`jnl`	RoSeq: Robust Sequence Labeling. IEEE Trans. Neural Networks Learn. Syst. Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng, Yang Xiao, Zhiguo Cao
2020	A*	`conf`	Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition. AAAI Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin
2020	J	`jnl`	Structured Graph Learning for Clustering and Semi-supervised Classification. CoRR Zhao Kang, Chong Peng, Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian
2020	J	`jnl`	You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. CoRR Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng
2020	J	`jnl`	Zero-Shot Image Dehazing. IEEE Trans. Image Process. Boyun Li, Yuanbiao Gou, Jerry Zitao Liu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng
2019	J	`jnl`	AnomalyNet: An Anomaly Detection Network for Video Surveillance. IEEE Trans. Inf. Forensics Secur. Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu, Xi Peng, Yong Liu, Rick Siow Mong Goh
2019	A*	`conf`	COMIC: Multi-view Clustering Without Parameter Selection. ICML Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou
2019	J	`jnl`	DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction. CoRR Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jingyi Zhang, Xi Peng
2019	J	`jnl`	Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference. IEEE Trans. Neural Networks Learn. Syst. Wangmeng Zuo, Xi Peng, Ling Shao, Danil V. Prokhorov, Horst Bischof
2019	J	`jnl`	Learning With Annotation of Various Degrees. IEEE Trans. Neural Networks Learn. Syst. Joey Tianyi Zhou, Meng Fang, Hao Zhang, Chen Gong, Xi Peng, Zhiguo Cao, Rick Siow Mong Goh
2019	A*	`conf`	Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms. CVPR Canyi Lu, Xi Peng, Yunchao Wei
2019	A*	`conf`	Multi-view Spectral Clustering Network. IJCAI Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv
2019	J	`jnl`	Multiple Marginal Fisher Analysis. IEEE Trans. Ind. Electron. Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng
2019	A*	`conf`	Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. ICCV Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Joey Tianyi Zhou, Qinghua Hu
2019	A*	`conf`	Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. AAAI Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, Joo-Hwee Lim
2018	J	`jnl`	Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
2018	A*	`conf`	DehazeGAN: When Image Dehazing Meets Differential Programming. IJCAI Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim
2018	J	`jnl`	Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. IEEE Trans. Cogn. Dev. Syst. Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu
2018	A*	`conf`	SC2Net: Sparse LSTMs for Sparse Coding. AAAI Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh
2018	J	`jnl`	Structured AutoEncoders for Subspace Clustering. IEEE Trans. Image Process. Xi Peng, Jiashi Feng, Shijie Xiao, Wei-Yun Yau, Joey Tianyi Zhou, Songfan Yang
2018	J	`jnl`	Transfer Hashing: From Shallow to Deep. IEEE Trans. Neural Networks Learn. Syst. Joey Tianyi Zhou, Heng Zhao, Xi Peng, Meng Fang, Zheng Qin, Rick Siow Mong Goh
2018	J	`jnl`	k-meansNet: When k-means Meets Differentiable Programming. CoRR Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu
2017	J	`jnl`	Automatic Subspace Learning via Principal Coefficients Embedding. IEEE Trans. Cybern. Xi Peng, Jiwen Lu, Zhang Yi, Rui Yan
2017	J	`jnl`	Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi
2017	A*	`conf`	Cascade Subspace Clustering. AAAI Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
2017	J	`jnl`	Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering. IEEE Trans. Cybern. Xi Peng, Zhiding Yu, Zhang Yi, Huajin Tang
2017	J	`jnl`	Deep Sparse Subspace Clustering. CoRR Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan
2017	J	`jnl`	Regularization techniques for high-dimensional data analysis. Image Vis. Comput. Jiwen Lu, Xi Peng, Weihong Deng, Ajmal S. Mian
2016	J	`jnl`	A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao
2016	A*	`conf`	Deep Subspace Clustering with Sparsity Prior. IJCAI Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi
2016	J	`jnl`	Semi-supervised subspace learning with L2graph. Neurocomputing Xi Peng, Miaolong Yuan, Zhiding Yu, Wei-Yun Yau, Lei Zhang
2015	—	`conf`	Applying low rank representation based spatial pyramid matching in welding image classification. RAM/CIS Aditya Narayanamoorthy, Xi Peng, Huajin Tang
2015	J	`jnl`	Connections Between Nuclear Norm and Frobenius Norm Based Representation. CoRR Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
2015	J	`jnl`	Fast low rank representation based spatial pyramid matching for image classification. Knowl. Based Syst. Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi
2015	A*	`conf`	Robust Subspace Clustering via Thresholding Ridge Regression. AAAI Xi Peng, Zhang Yi, Huajin Tang
2014	J	`jnl`	Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification. CoRR Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi
2014	J	`jnl`	Learning locality-constrained collaborative representation for robust face recognition. Pattern Recognit. Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
2014	J	`jnl`	Principal Coefficients Embedding: Theory and Algorithm. CoRR Xi Peng, Zhang Yi, Huajin Tang
2013	J	`jnl`	An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets. CoRR Xi Peng, Lei Zhang, Zhang Yi
2013	J	`jnl`	Free-gram phrase identification for modeling Chinese text. Inf. Process. Lett. Xi Peng, Zhang Yi, Xiao-Yong Wei, Dezhong Peng, Yongsheng Sang
2013	J	`jnl`	Inductive Sparse Subspace Clustering CoRR Xi Peng, Lei Zhang, Zhang Yi
2013	J	`jnl`	Local Neighborhood Embedding for Unsupervised Nonlinear Dimension Reduction. J. Softw. Liangli Zhen, Xi Peng, Dezhong Peng
2013	J	`jnl`	Locally linear representation for subspace learning and clustering CoRR Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng
2013	A*	`conf`	Scalable Sparse Subspace Clustering. CVPR Xi Peng, Lei Zhang, Zhang Yi
2012	J	`jnl`	Constructing L2-Graph For Subspace Learning and Segmentation CoRR Xi Peng, Lei Zhang, Zhang Yi
2012	J	`jnl`	Learning Locality-Constrained Collaborative Representation for Face Recognition CoRR Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan