Xinwang Liu
- Deep Learning for Generic Object Detection: A Survey
2018/09/06 by Li Liu, Liu, Li, Wanli Ouyang +11 · 25 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Deep Learning for Generic Object Detection: A Survey
2019/10/31 by Li Liu, Wanli Ouyang, Xiaogang Wang +4 · 22 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Cluster-guided Contrastive Graph Clustering Network
2023/01/03 by Xihong Yang, Yue Liu, Yang, Xihong +15 · 10 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Deep Fusion Clustering Network
2020/12/15 by Wenxuan Tu, Sihang Zhou, Tu, Wenxuan +11 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment
2023/03/28 by Jiaqi Jin, Siwei Wang, Jin, Jiaqi +7 · 8 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
- Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement
2021/08/04 by Guang Yu, Siqi Wang, Yu, Guang +9 · 6 citations
Computer Science · #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition #Video Analysis and Summarization
- A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource
2022/11/23 by Yue Liu, Jun Xia, Liu, Yue +14 · 6 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
2024/03/07 by Wei Ju, Siyu Yi, Ju, Wei +23 · 8 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- CONVERT:Contrastive Graph Clustering with Reliable Augmentation
2023/08/17 by Xihong Yang, Yang, Xihong, Cheng Tan +17 · 7 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
- Simple Contrastive Graph Clustering
2022/05/11 by Yue Liu, Xihong Yang, Liu, Yue +5 · 5 citations
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Computing and Algorithms
- DealMVC: Dual Contrastive Calibration for Multi-view Clustering
2023/08/17 by Xihong Yang, Jiaqi Jin, Yang, Xihong +17 · 6 citations
Social Sciences · Computer Science · #Advanced Computing and Algorithms #Video Surveillance and Tracking Methods #Face and Expression Recognition
- Dink-Net: Neural Clustering on Large Graphs
2023/05/28 by Yue Liu, Ke Liang, Liu, Yue +11 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research
- Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences
2022/05/30 by Siwei Wang, Xinwang Liu, Wang, Siwei +11 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
- SimpleMKKM: Simple Multiple Kernel K-means
2020/05/11 by Xinwang Liu, Liu, Xinwang, En Zhu +9 · 2 citations
Computer Science · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
- Revisiting Gradient Normalization and Clipping for Nonconvex SGD under Heavy-Tailed Noise: Necessity, Sufficiency, and Acceleration
2024/10/21 by Tao Sun, Xinwang Liu, Sun, Tao +3 · 4 citations
Engineering · #Sparse and Compressive Sensing Techniques
- Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields
2024/05/02 by Yuhang Huang, SHilong Zou, Huang, Yuhang +5 · 3 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature Aggregation
2023/06/14 by Xiao He, He, Xiao, Chang Tang +9 · 3 citations
Engineering · Computer Science · Earth and Planetary Sciences · #Remote-Sensing Image Classification #Image Retrieval and Classification Techniques #Remote Sensing and Land Use
- LaDi-WM: A Latent Diffusion-based World Model for Predictive Manipulation
2025/05/13 by Yuhang Huang, Jiazhao Zhang, Huang, Yuhang +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Auto-weighted Multi-view Clustering for Large-scale Data
2023/01/21 by Xinhang Wan, Wan, Xinhang, Xinwang Liu +15 · 2 citations
Computer Science · Social Sciences · #Advanced Clustering Algorithms Research #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
- Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning
2022/02/24 by Xihong Yang, Xiaochang Hu, Yang, Xihong +7 · 2 citations
Environmental Science · Computer Science · #Evaluation Methods in Various Fields #Text and Document Classification Technologies #Machine Learning and Data Classification
- Deep Temporal Graph Clustering
2023/05/18 by Meng Liu, Yue Liu, Liu, Meng +10 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Distilling Reasoning Ability from Large Language Models with Adaptive Thinking
2024/04/14 by Xiaoshu Chen, Sihang Zhou, Chen, Xiaoshu +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix
2020/08/31 by Weixuan Liang, Liang, Weixuan, Sihang Zhou +13 · 1 citation
Computer Science · Engineering · Social Sciences · #Face and Expression Recognition #Remote-Sensing Image Classification #Advanced Computing and Algorithms
- ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness
2022/11/28 by Jingcan Duan, Duan, Jingcan, Xiao, Bin +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GANN: Graph Alignment Neural Network for Semi-Supervised Learning
2023/03/14 by Linxuan Song, Song, Linxuan, Wenxuan Tu +7 · 1 citation
Computer Science · Physics and Astronomy · Materials Science · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Machine Learning in Materials Science
- KoSEL: Knowledge subgraph enhanced large language model for medical question answering
2024/12/06 by Zefan Zeng, Qing Cheng, Xingchen Hu +4 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Expert finding and Q&A systems #Topic Modeling
- MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection with Patch-Level Annotations
2023/11/16 by Zhenglai Li, Li, Zhenglai, Chang Tang +9 · 1 citation
Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote-Sensing Image Classification
- Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification
2024/03/13 by Long Lan, Lan, Long, Fengxiang Wang +7 · 1 citation
Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Maritime Navigation and Safety #Optics and Image Analysis #Structural Integrity and Reliability Analysis