Kang Li
- On Explainability of Graph Neural Networks via Subgraph Explorations
2021/02/09 by Hao Yuan, Haiyang Yu, Yuan, Hao +7 · 24 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Evolution Strategies at the Hyperscale
2025/11/20 by Bidipta Sarkar, Mattie Fellows, Sarkar, Bidipta +38 · 4 voices · 1 citation
Computer Science · Mathematics · #Metaheuristic Optimization Algorithms Research #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #cs.AI #cs.LG
- Deep Research Agents: A Systematic Examination And Roadmap
2025/06/22 by Yuxuan Huang, Huang, Yuxuan, Yihang Chen +23 · 2 voices · 40 citations
#cs.AI
- Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network
2023/08/23 by Peer Nagy, Nagy, Peer, Sascha Frey +11 · 9 citations
Economics, Econometrics and Finance · Decision Sciences · #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis
- SAM on Medical Images: A Comprehensive Study on Three Prompt Modes
2023/04/28 by Dongjie Cheng, Ziyuan Qin, Cheng, Dongjie +9 · 5 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset
2023/06/29 by Guotai Wang, Jianghao Wu, Wang, Guotai +9 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation
2022/11/22 by Ran Gu, Gu, Ran, Guotai Wang +19 · 3 citations
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Medical Imaging and Analysis
- FlowX: Towards Explainable Graph Neural Networks via Message Flows
2022/06/26 by Shurui Gui, Gui, Shurui, Hao Yuan +9 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI)
- Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts
2023/10/04 by Shiyi Du, Xiaosong Wang, Du, Shiyi +13 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Mycobacterium research and diagnosis
- On the structure of asymptotic expanders
2019/10/29 by Ana Khukhro, Kang Li, Khukhro, Ana +5 · 2 citations
Mathematics · #05C99 #19K56 (Secondary) #20F65 #46H35 #51F99 (Primary) #Advanced Operator Algebra Research #Combinatorics (math.CO) #FOS: Mathematics #Group Theory (math.GR) #K-Theory and Homology (math.KT) #Metric Geometry (math.MG) #Operator Algebras (math.OA) #Random Matrices and Applications #Spectral Theory in Mathematical Physics
- Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study
2022/09/30 by Ziyuan Qin, Huahui Yi, Qin, Ziyuan +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction
2023/08/18 by Xiaoxiao He, Chaowei Tan, He, Xiaoxiao +11 · 3 citations
Computer Science · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent
2024/12/07 by Ziyuan Qin, Qin, Ziyuan, Dongjie Cheng +12 · 4 citations
Computer Science · Neuroscience · #Image Retrieval and Classification Techniques #Brain Tumor Detection and Classification #Machine Learning in Healthcare
- The type semigroup, comparison and almost finiteness for ample groupoids
2020/01/02 by Pere Ara, Ara, Pere, Christian Bönicke +5 · 2 citations
Mathematics · #22A22 #Advanced Operator Algebra Research #Advanced Topology and Set Theory #Dynamical Systems (math.DS) #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology #Metric Geometry (math.MG) #Operator Algebras (math.OA)
- CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
2020/10/05 by Tianlu Wang, Wang, Tianlu, Xuezhi Wang +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
- Quasi-local Algebras and Asymptotic Expanders
2019/08/21 by Kang Li, Li, Kang, Piotr W. Nowak +5 · 2 citations
Mathematics · #05Cxx #20F65 #46H35 #46L05 #Advanced Operator Algebra Research #Advanced Topics in Algebra #Combinatorics (math.CO) #FOS: Mathematics #Functional Analysis (math.FA) #Holomorphic and Operator Theory #Operator Algebras (math.OA)
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
2022/08/11 by Shuwei Zhai, Zhai, Shuwei, Guotai Wang +9 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
- Advancing bioinformatics with language models: components, applications, and perspectives
2024/01/08 by Jiajia Liu, Liu, Jiajia, Mengyuan Yang +12 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Single-cell and spatial transcriptomics #Machine Learning in Bioinformatics #Topic Modeling
- ViMo: A Generative Visual GUI World Model for App Agents
2025/04/15 by Dezhao Luo, Luo, Dezhao, Bohan Tang +15 · 2 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Human Motion and Animation #Web Data Mining and Analysis
- One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
2025/02/03 by Yiyue Li, Shaoting Zhang, Li, Yiyue +5 · 3 citations
Computer Science · #68T45 #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10
- LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book Data
2025/02/13 by Peer Nagy, S. Frey, Nagy, Peer +12 · 3 citations
Decision Sciences · #Computational Engineering #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Finance #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR) #and Science (cs.CE)
- Comprehensive Evaluation of a Deep Learning Model for Automatic Organs-at-Risk Segmentation on Heterogeneous Computed Tomography Images for Abdominal Radiation Therapy
2023/11/01 by Wenjun Liao, Xiangde Luo, Yuan He +7 · 1 citation
- Tracial states on groupoid C^*-algebras and essential freeness
2024/01/28 by Kang Li, Jiawen Zhang, Li, Kang +1 · 1 citation
Computer Science · Mathematics · #Advanced Algebra and Logic #Advanced Operator Algebra Research #Advanced Topics in Algebra #FOS: Mathematics #Operator Algebras (math.OA)
- Cobalt-kernelled icosahedral gold nanocluster
2025/04/17 by Hao Liu, Kang Li, Fengyi Li +5 · 1 voice · 2 citations
Materials Science · #Advanced Nanomaterials in Catalysis #Gold and Silver Nanoparticles Synthesis and Applications #Nanocluster Synthesis and Applications
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
2024/04/07 by Jianghao Wu, Wu, Jianghao, Dong Guo +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
- A review on photothermal material and its usage in the development of photothermal membrane for sustainable clean water production
2021/07/26 by Nurul Syazana Fuzil, Nur Hidayati Othman, Nur Hashimah Alias +9 · 12 citations
Energy · Environmental Science · #Solar-Powered Water Purification Methods #Solar Thermal and Photovoltaic Systems #Membrane Separation Technologies
- Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance
2024/12/17 by Hsin‐Hsiung Huang, Huang, Hsin-Hsiung, Feng Yu +5 · 1 citation
Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Face and Expression Recognition
- Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation
2025/01/06 by Xiaoxiao He, He, Xiaoxiao, Haizhou Shi +17 · 1 citation
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Parallel #Radiomics and Machine Learning in Medical Imaging #and Cluster Computing (cs.DC)
- RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning
2026/07/25 by Xi Chen, Hongru Zhou, Shiyu Feng +24
#cs.AI
- GEAR: Reconstruction of Classical Paintings via Geometry Grounding and Appearance Restitution
2026/07/20 by Qinyu Zhang, Xinda Liu, Yunchen Li +4
#cs.MM