Hongteng Xu
- Learning Granger Causality for Hawkes Processes
2016/02/14 by Hongteng Xu, Xu, Hongteng, Mehrdad Farajtabar +3 · 6 citations
Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry #Point processes and geometric inequalities
- Quaternion Convolutional Neural Networks
2019/03/02 by Xuanyu Zhu, Yi Xu, Zhu, Xuanyu +5 · 5 citations
Computer Science · #Image and Signal Denoising Methods #Advanced Vision and Imaging #Advanced Image Processing Techniques
- A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications
2024/03/01 by Jiaqi Han, Han, Jiaqi, Jiacheng Cen +28 · 9 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Graph Theory and Algorithms #Industrial Technology and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
- Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification
2022/05/26 by Mengyu Li, Li, Mengyu, Jun Yu +5 · 4 citations
Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging and Analysis #Methodology (stat.ME)
- Gromov-Wasserstein Factorization Models for Graph Clustering
2019/11/19 by Hongteng Xu, Xu, Hongteng · 2 citations
Computer Science · Medicine · #Advanced Graph Neural Networks #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- Generalizable Face Landmarking Guided by Conditional Face Warping
2024/04/18 by Jiayi Liang, Liang, Jiayi, Haotian Liu +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
2025/02/20 by Angxiao Yue, Z.X. Wang, Yue, Angxiao +3 · 6 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Microfluidic and Bio-sensing Technologies #Microfluidic and Capillary Electrophoresis Applications
- Decentralized Entropic Optimal Transport for Distributed Distribution Comparison
2023/01/28 by Xiangfeng Wang, Hongteng Xu, Wang, Xiangfeng +3 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques
- Sliceformer: Make Multi-head Attention as Simple as Sorting in Discriminative Tasks
2023/10/26 by Shen Yuan, Hongteng Xu, Yuan, Shen +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- A Quasi-Wasserstein Loss for Learning Graph Neural Networks
2023/10/18 by Minjie Cheng, Cheng, Minjie, Hongteng Xu +1 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning an Effective Premise Retrieval Model for Efficient Mathematical Formalization
2025/01/21 by Yicheng Tao, Haotian Liu, Tao, Yicheng +5 · 2 citations
Computer Science · #Mathematics, Computing, and Information Processing #Intelligent Tutoring Systems and Adaptive Learning
- Visually Explainable Recommendation
2018/01/31 by Xu Chen, Chen, Xu, Yongfeng Zhang +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Recommender Systems and Techniques #Topic Modeling #Video Analysis and Summarization
- PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
2025/04/11 by F W Wang, Wang, Fanmeng, Qi Ou +10 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Model-Driven Software Engineering Techniques #Soft Condensed Matter (cond-mat.soft)
- An Inverse Partial Optimal Transport Framework for Music-guided Movie Trailer Generation
2024/07/28 by Yutong Wang, Wang, Yutong, Sidan Zhu +5 · 2 citations
Computer Science · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Image Enhancement Techniques #Multimedia (cs.MM) #Music Technology and Sound Studies
- Consistent Feature Transport for Image Relighting
2026/07/20 by Bohan Zhang, Huanwei Liang, Yuhan He +5
#cs.CV