Xingyu Li
- BMAD: Benchmarks for Medical Anomaly Detection
2023/06/20 by Jinan Bao, Bao, Jinan, Hanshi Sun +9 · 19 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #COVID-19 diagnosis using AI
- Generalized Federated Learning via Sharpness Aware Minimization
2022/06/06 by Zhe Qu, Xingyu Li, Qu, Zhe +9 · 14 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Boosting Multi-modal Model Performance with Adaptive Gradient Modulation
2023/08/15 by Hong Li, Li, Hong, Xingyu Li +9 · 15 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Text and Document Classification Technologies
- Cross-view Geo-localization via Learning Disentangled Geometric Layout Correspondence
2022/12/08 by Xiaohan Zhang, Xingyu Li, Zhang, Xiaohan +7 · 8 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
- Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization
2023/08/30 by Hanqiu Deng, Zhaoxiang Zhang, Deng, Hanqiu +5 · 9 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
- Object Wake-up: 3D Object Rigging from a Single Image
2021/08/05 by Ji Yang, Yang, Ji, Xinxin Zuo +14 · 1 voice
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Human Pose and Action Recognition #cs.CV
- CherryML: scalable maximum likelihood estimation of phylogenetic models
2023/06/29 by Sebastian Prillo, Yun Deng, Pierre Boyeau +4 · 1 voice · 4 citations
Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Mathematics · #Evolution and Paleontology Studies #Genomics and Phylogenetic Studies #Morphological variations and asymmetry
- LoMar: A Local Defense Against Poisoning Attack on Federated Learning
2022/01/08 by Xingyu Li, Li, Xingyu, Zhe Qu +9 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
- On the Convergence of Multi-Server Federated Learning with Overlapping Area
2022/08/16 by Zhe Qu, Qu, Zhe, Xingyu Li +9 · 3 citations
Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- L2-Hypocoercivity and large time asymptotics of the linearized Vlasov-Poisson-Fokker-Planck system
2019/09/27 by Lanoir Addala, Jean Dolbeault, Addala, Lanoir +5 · 2 citations
Mathematics · Physics and Astronomy · Economics, Econometrics and Finance · #Gas Dynamics and Kinetic Theory #Statistical Mechanics and Entropy #Stochastic processes and financial applications
- Reviving the Lieb–Schultz–Mattis theorem in open quantum systems
2024/08/20 by Yi-Neng Zhou, Xingyu Li, Hui Zhai +2 · 1 voice · 3 citations
Physics and Astronomy · #Advanced Condensed Matter Physics #Physics of Superconductivity and Magnetism #Quantum many-body systems
- Efficacy of plant growth promoting bacteria Bacillus amyloliquefaciens B9601-Y2 for biocontrol of southern corn leaf blight
2019/08/27 by Wenyan Cui, Pengjie He, Shahzad Munir +8 · 2 citations
Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant-Microbe Interactions and Immunity
- Text-driven Prompt Generation for Vision-Language Models in Federated Learning
2023/10/09 by Qiu Chen, Xingyu Li, Qiu, Chen +11 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Lemotif: An Affective Visual Journal Using Deep Neural Networks
2019/03/18 by Xingyu Li, Li, X. Alice, Devi Parikh +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Sentiment Analysis and Opinion Mining #Video Analysis and Summarization
- Generative manufacturing systems using diffusion models and ChatGPT
2024/05/02 by Xingyu Li, Li, Xingyu, Fei Tao +7 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Systems and Control (eess.SY) #electronic engineering #information engineering
- Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners
2022/05/18 by Xingyu Li, Quan, Hao, Weixing Chen +15 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Digital Imaging for Blood Diseases #Radiomics and Machine Learning in Medical Imaging
- A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations
2022/05/31 by Bangwei Guo, Xingyu Li, Guo, Bangwei +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Frequency stability enhancement of an islanded microgrid: A fractional-order virtual synchronous generator
2022/12/16 by Bo Long, Xingyu Li, XingYu Li +4 · 1 citation
Engineering · #Frequency Control in Power Systems #Islanding Detection in Power Systems #Microgrid Control and Optimization
- Tree-of-Mixed-Thought: Combining Fast and Slow Thinking for Multi-hop Visual Reasoning
2023/08/18 by Pengbo Hu, Ji Qi, Hu, Pengbo +13 · 1 citation
Computer Science · Materials Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science #Software Engineering Research
- Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE
2023/10/10 by Pengyue Hou, Hou, Pengyue, Xingyu Li +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection
2024/05/08 by Zhaoxiang Zhang, Hanqiu Deng, Zhang, Zhaoxiang +5 · 1 citation
Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
- Validity of the Lieb-Schultz-Mattis Theorem in Long-Range Interacting Systems
2024/06/13 by Yi-Neng Zhou, Zhou, Yi-Neng, Xingyu Li +1 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Nonlinear Dynamics and Pattern Formation #Neural Networks and Applications
- LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
2025/11/11 by Xingyu Li, Li, Xingyu, Xiaolei Liu +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Topic Modeling
- Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base
2025/10/30 by Yu Li, Li, Yu, Yuan Huang +46 · 2 voices · 1 citation
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Scientific Computing and Data Management #cs.AI #cs.LG
- Parameter Scan of Multi-Fluid Equilibria in Rotating p-11B Plasmas: Effects on Fusion Power and Bremsstrahlung Losses
2026/07/16 by Xingyu Li, Huasheng Xie, Lai Wei +1
#physics.plasm-ph