Xiaoli Li
- Time-Series Representation Learning via Temporal and Contextual Contrasting
2021/06/26 by Emadeldeen Eldele, Mohamed Ragab, Eldele, Emadeldeen +11 · 34 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Time Series Analysis and Forecasting
- An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
2021/01/01 by Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu +4 · 15 citations
Computer Science · Neuroscience · Psychology · #Blind Source Separation Techniques #EEG and Brain-Computer Interfaces #Sleep and Work-Related Fatigue
- New SAV-pressure correction methods for the Navier-Stokes equations: stability and error analysis
2021/03/31 by Xiaoli Li, Jie Shen, Zhengguang Liu · 6 citations
Engineering · Mathematics · #Computational Fluid Dynamics and Aerodynamics #Advanced Numerical Methods in Computational Mathematics #Numerical methods for differential equations
- Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
2023/09/11 by Yu-Cheng Wang, Wang, Yucheng, Yuecong Xu +11 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Time Series Analysis and Forecasting
- An Experiment with the Use of ChatGPT for LCSH Subject Assignment on Electronic Theses and Dissertations
2024/03/25 by Eric H. C. Chow, T. J. Kao, Chow, Eric H. C. +3 · 5 citations
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- LPViT: Low-Power Semi-structured Pruning for Vision Transformers
2024/07/02 by Kaixin Xu, Zhe Wang, Xu, Kaixin +16 · 5 citations
Engineering · Physics and Astronomy · #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing #Advanced Optical Sensing Technologies
- HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts
2023/12/12 by Giang Do, Do, Giang, Khiem Le +18 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #Speech and Audio Processing
- Stability and Error estimates of the SAV Fourier-spectral method for the Phase Field Crystal Equation
2019/07/17 by Xiaoli Li, Li, Xiaoli, Jie Shen +1 · 2 citations
Engineering · Materials Science · Mathematics · #Analysis of PDEs (math.AP) #Differential Equations and Numerical Methods #FOS: Mathematics #Fluid Dynamics and Thin Films #Solidification and crystal growth phenomena
- Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation
2023/03/18 by Yuecong Xu, Xu, Yuecong, Jianfei Yang +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach
2021/03/01 by Zhenghua Chen, Min Wu, Rui Zhao +3 · 2 citations
- Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
2023/07/14 by Mohamed Ragab, Emadeldeen Eldele, Ragab, Mohamed +9 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
- Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework
2025/03/12 by Jing Wang, Fengzhuo Zhang, Wang, Jing +13 · 7 citations
Computer Science · #Image and Video Quality Assessment #Video Coding and Compression Technologies #Visual Attention and Saliency Detection
- Atomic Fact Decomposition Helps Attributed Question Answering
2024/10/22 by Zheng Yan, Yan, Zhichao, Jiaoyan Chen +8 · 6 citations
Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling
- Generative Semi-supervised Graph Anomaly Detection
2024/02/19 by Hezhe Qiao, Qingsong Wen, Qiao, Hezhe +7 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
- SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction
2023/05/15 by Ziyuan Zhao, Zhao, Ziyuan, Peisheng Qian +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Molecular Networks (q-bio.MN) #Protein Structure and Dynamics #and Science (cs.CE)
- Differentiable Window for Dynamic Local Attention
2020/06/24 by Thanh-Tung Nguyen, Nguyen, Thanh-Tung, Xuan-Phi Nguyen +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation
2022/08/10 by Yuecong Xu, Jianfei Yang, Xu, Yuecong +10 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- Error estimate of a consistent splitting GSAV scheme for the Navier-Stokes equations
2023/01/04 by Xiaoli Li, Jie Shen, Li, Xiaoli +1 · 1 citation
Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Energy stable and maximum bound principle preserving schemes for the Q-tensor flow of liquid crystals
2023/09/06 by Dianming Hou, Hou, Dianming, Xiaoli Li +5 · 1 citation
Engineering · Mathematics · #FOS: Mathematics #Fluid Dynamics and Vibration Analysis #Lattice Boltzmann Simulation Studies #Numerical Analysis (math.NA) #Tensor decomposition and applications
- Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation
2018/04/12 by Lucas Vinh Tran, Tran, Lucas Vinh, Tuan-Anh Nguyen Pham +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs
2024/10/11 by Ran Liu, Liu, Ran, Zhongzhou Liu +5 · 2 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- NeuroVE: Brain-inspired Linear-Angular Velocity Estimation with Spiking Neural Networks
2024/08/28 by Xiaoli Li, Li, Xiao, Xieyuanli Chen +11 · 1 citation
Engineering · Health Professions · Neuroscience · #Balance, Gait, and Falls Prevention #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Muscle activation and electromyography studies #Robotics (cs.RO)
- Knowledge-Guided Biomarker Identification for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective
2025/01/02 by Meng Xiao, Xiao, Meng, Weiliang Zhang +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Single-cell and spatial transcriptomics