Lei Shi
- MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
2019/01/15 by Dan Li, Dacheng Chen, Li, Dan +9 · 12 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
- Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
2024/06/13 by Yuankai Luo, Lei Shi, Luo, Yuankai +3 · 19 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- UrbanGPT: Spatio-Temporal Large Language Models
2024/02/25 by Zhonghang Li, Lianghao Xia, Li, Zhonghang +12 · 14 citations
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
- Pathological findings of COVID-19 associated with acute respiratory distress syndrome
2020/02/18 by Zhe Xu, Lei Shi, Yijin Wang +17 · 22 citations
Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
- EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents
2025/01/21 by Zhili Cheng, Cheng, Zhili, Yuge Tu +19 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Rational Catalyst Design for N<sub>2</sub> Reduction under Ambient Conditions: Strategies toward Enhanced Conversion Efficiency
2020/05/26 by Lei Shi, Yu Yin, Shaobin Wang +1 · 4 citations
Chemical Engineering · Energy · Chemistry · #Ammonia Synthesis and Nitrogen Reduction #Advanced Photocatalysis Techniques #Nanomaterials for catalytic reactions
- Angiogenic signaling pathways and anti-angiogenic therapy for cancer
2023/05/11 by Zhenling Liu, Huanhuan Chen, Lili Zheng +2 · 5 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Angiogenesis and VEGF in Cancer #Cancer Mechanisms and Therapy #Ubiquitin and proteasome pathways
- Communication-Efficient Topologies for Decentralized Learning with O(1) Consensus Rate
2022/10/14 by Zhuoqing Song, Weijian Li, Song, Zhuoqing +11 · 4 citations
Computer Science · #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Acetyl-CoA and the regulation of metabolism: mechanisms and consequences
2015/04/01 by Lei Shi, Benjamin P Tu · 2 citations
- SmartEraser: Remove Anything from Images using Masked-Region Guidance
2025/01/14 by Longtao Jiang, Zhendong Wang, Jiang, Longtao +13 · 1 voice · 7 citations
#cs.CV
- Learning Theory of Distributed Regression with Bias Corrected Regularization Kernel Network
2017/08/06 by Zheng-Chu Guo, Lei Shi, Guo, Zhengchu +3 · 3 citations
Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Numerical methods in inverse problems #Distributed Sensor Networks and Detection Algorithms
- Near room-temperature magnetoresistance effect in double perovskite La2NiMnO6
2013/06/03 by Yuqiao Guo, Lei Shi, Shiming Zhou +2 · 5 citations
Materials Science · Physics and Astronomy · #Magnetic and transport properties of perovskites and related materials #Advanced Condensed Matter Physics #Electronic and Structural Properties of Oxides
- DONAPI: Malicious NPM Packages Detector using Behavior Sequence Knowledge Mapping
2024/03/13 by Cheng Huang, Nannan Wang, Huang, Cheng +17 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Spam and Phishing Detection
- Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks
2020/01/01 by Lei Shi, Yifan Zhang, Jian Cheng +1 · 2 citations
Computer Science · Engineering · #Advanced Technologies in Various Fields #Gait Recognition and Analysis #Human Pose and Action Recognition
- A software benchmark for cardiac elastodynamics
2024/12/19 by Reidmen Aróstica, D Nolte, Aaron L. Brown +24 · 1 voice · 6 citations
Engineering · Medicine · #Cardiac Valve Diseases and Treatments #Cardiovascular Function and Risk Factors #Elasticity and Material Modeling
- OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction
2024/08/16 by Zhonghang Li, Li, Zhonghang, Long Xia +9 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
2025/02/13 by Yuankai Luo, Lei Shi, Luo, Yuankai +3 · 7 citations
Computer Science · Engineering · Neuroscience · #IoT and Edge/Fog Computing #Ferroelectric and Negative Capacitance Devices #Brain Tumor Detection and Classification
- Tactile Materials in Practice: Understanding the Experiences of Teachers of the Visually Impaired
2022/02/24 by Mahika Phutane, Julie Wright, Phutane, Mahika +11 · 2 citations
Neuroscience · Computer Science · Social Sciences · #Tactile and Sensory Interactions #Interactive and Immersive Displays #Digital Accessibility for Disabilities
- Amorphous diamond-structured photonic crystal in the feather barbs of the scarlet macaw
2012/05/21 by Haiwei Yin, Biqin Dong, Xiaohan Liu +4 · 1 voice · 1 citation
Agricultural and Biological Sciences · Physics and Astronomy · #Photonic Crystals and Applications #Plant and animal studies #Random lasers and scattering media
- Creation of fragrant peanut using CRISPR/Cas9
2025/02/14 by Lulu Xue, Pengyu Qu, Huanhuan Zhao +9 · 2 voices · 2 citations
Agricultural and Biological Sciences · Nursing · #GABA and Rice Research #Biochemical Analysis and Sensing Techniques #Plant Genetic and Mutation Studies
- Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
2024/05/26 by Yuankai Luo, Luo, Yuankai, Qijiong Liu +6 · 3 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Functional Hashing for Compressing Neural Networks
2016/05/20 by Lei Shi, Shi, Lei, Shikun Feng +3 · 1 voice
#cs.LG #cs.NE
- Stochastic Gradient Descent for Two-layer Neural Networks
2024/07/10 by Dinghao Cao, Cao, Dinghao, Zheng-Chu Guo +3 · 3 citations
Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
- JNK signaling in cancer cell survival
2019/03/25 by Qinghua Wu, Wenda Wu, Bishi Fu +4 · 1 citation
Medicine · Biochemistry, Genetics and Molecular Biology · #Cytokine Signaling Pathways and Interactions #Melanoma and MAPK Pathways #NF-κB Signaling Pathways
- LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations
2024/08/06 by Lei Shi, Z.Y. Liu, Shi, Lei +28 · 3 citations
Physics and Astronomy · Chemistry · Materials Science · #Nuclear Physics and Applications #Metal-Organic Frameworks: Synthesis and Applications #Electron and X-Ray Spectroscopy Techniques
- Provably Accelerated Decentralized Gradient Method Over Unbalanced Directed Graphs
2021/07/26 by Zhuoqing Song, Lei Shi, Song, Zhuoqing +5 · 1 citation
Computer Science · #Cooperative Communication and Network Coding #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Inherent spin-orbit locking in topological bound state in the continuum lasing
2024/07/29 by Jiajun Wang, Xinhao Wang, Wang, Jiajun +13 · 3 citations
Engineering · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Physical sciences #Geophysics and Sensor Technology #Optics (physics.optics) #Topological Materials and Phenomena
- Generative Agent-Based Models for Complex Systems Research: a review
2024/08/17 by Yikang Lu, Lu, Yikang, Alberto Aleta +7 · 2 citations
Decision Sciences · #Complex Systems and Decision Making #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Simulation Techniques and Applications
- Finite size mediated radiative coupling of lasing plasmonic bound state in continuum
2022/06/10 by Benjamin O. Asamoah, Marek Nečada, Asamoah, Benjamin O. +27 · 1 citation
Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Plasmonic and Surface Plasmon Research
- A Modular Framework for Implicit 3D-0D Coupling in Cardiac Mechanics
2023/10/20 by Aaron L. Brown, Brown, Aaron L., Matteo Salvador +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced MRI Techniques and Applications #Biological Physics (physics.bio-ph) #Cardiovascular Function and Risk Factors #Electron Spin Resonance Studies #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA)
- Mutation mitigates finite-size effects in spatial evolutionary games
2024/12/05 by Chen Shen, Zhixue He, Shen, Chen +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #FOS: Biological sciences #FOS: Physical sciences #Game Theory and Applications #Physics and Society (physics.soc-ph) #Populations and Evolution (q-bio.PE)
- Radiology Report Generation via Multi-objective Preference Optimization
2024/12/12 by Ting Xiao, Xiao, Ting, Lei Shi +7 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Boron supply restores aluminum‐blocked auxin transport by the modulation of <scp>PIN2</scp> trafficking in the root apical transition zone
2023/02/01 by Lin Tao, Xiaoyi Xiao, Qiuyu Huang +15 · 1 citation
Agricultural and Biological Sciences · #Aluminum toxicity and tolerance in plants and animals #Plant Molecular Biology Research #Plant nutrient uptake and metabolism
- Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels
2023/10/08 by Fan He, Mingzhen He, He, Fan +7 · 1 citation
Computer Science · #Machine Learning and ELM #Neural Networks and Applications #Face and Expression Recognition
- Neural Reasoning About Agents' Goals, Preferences, and Actions
2023/12/12 by Matteo Bortoletto, Lei Shi, Bortoletto, Matteo +3 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling
- The Impact of 2D and 3D Gamified VR on Learning American Sign Language
2024/05/14 by Jindi Wang, Ioannis Ivrissimtzis, Wang, Jindi +5 · 1 citation
Computer Science · Psychology · Arts and Humanities · #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Subtitles and Audiovisual Media
- Research Note: Heterosis for egg production and oviposition pattern in reciprocal crossbreeds of indigenous and elite laying chickens
2022/09/23 by Yuanmei Wang, Yanyan Sun, Aixin Ni +9 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Animal Nutrition and Physiology #Livestock and Poultry Management #Genetic and phenotypic traits in livestock
- Limits of Theory of Mind Modelling in Dialogue-Based Collaborative Plan Acquisition
2024/05/21 by Matteo Bortoletto, Constantin Ruhdorfer, Bortoletto, Matteo +7 · 3 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Team Dynamics and Performance
- Capacity dependent analysis for functional online learning algorithms
2022/09/25 by Xin Guo, Guo, Xin, Zheng-Chu Guo +3 · 1 citation
Computer Science · Decision Sciences · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Machine Learning and ELM
- ActionDiffusion: An Action-aware Diffusion Model for Procedure Planning in Instructional Videos
2024/03/13 by Lei Shi, Shi, Lei, Paul Bürkner +3 · 1 citation
Social Sciences · Computer Science · Engineering · #Multimedia Communication and Technology #Video Analysis and Summarization #Human Motion and Animation
- Highly Enhanced Chloride Adsorption Mediates Efficient Neutral CO<sub>2</sub> Electroreduction over a Dual-Phase Copper Catalyst
2023/04/06 by Peng‐Peng Yang, Peng-Peng Yang, Xiao-Long Zhang +15 · 12 citations
Energy · Chemical Engineering · #CO2 Reduction Techniques and Catalysts #Ionic liquids properties and applications #Carbon dioxide utilization in catalysis
- Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering
2020/01/03 by Lei Shi, Shi, Lei, Shijie Geng +11 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
- Solving PDEs on Spheres with Physics-Informed Convolutional Neural Networks
2023/08/18 by Guanhang Lei, Lei, Guanhang, Zhen Lei +7 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #Statistics Theory (math.ST)
- A Fairness-Oriented Control Framework for Safety-Critical Multi-Robot Systems: Alternative Authority Control
2024/09/16 by Lei Shi, Qichao Liu, Shi, Lei +5 · 1 citation
Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- OrchMLLM: Orchestrate Multimodal Data with Batch Post-Balancing to Accelerate Multimodal Large Language Model Training
2025/03/31 by Yijie Zheng, Zheng, Yijie, Bangjun Xiao +17 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Euphorbia fanjingshanensis (Euphorbiaceae), a new species from section Helioscopia in southwestern and central China
2026/07/16 by Yalin Feng, Lei Shi, Ranto Tiana Ratsiferanarivo +6 · 1 voice
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Diversity and Evolution #Plant Taxonomy and Phylogenetics #Plant and Fungal Species Descriptions
- An LLM-powered Agentic Recommendation System for Connected TV Content Discovery
2026/07/10 by Lei Shi, Di Wang, Harry Tran +22
#cs.IR #cs.AI
- MGDT: MLLM-Guided Diffusion Transformer with Relation-Adaptive Mixture-of-Experts for Multimodal Knowledge Graph Completion
2026/07/17 by Xu Hou, Meiyu Liang, Wei Huang +6
#cs.AI
- Vortex formation around islands in random waves
2026/07/17 by Alex J. Vernon, Junyi Ye, Wenzhe Liu +2
#physics.flu-dyn #physics.ao-ph #physics.class-ph #physics.optics
- Cinnamon essential oil synergizes with sodium hypochlorite to suppress VBNC formation in Escherichia coli O157:H7 by modulating the temporal expression of arcA/relA-associated stress regulators
2026/07/28 by Haoqing Zhao, 赵豪清, Zhitao Bai +9
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Microbial metabolism and enzyme function #Neutrophil, Myeloperoxidase and Oxidative Mechanisms #Plant-Microbe Interactions and Immunity
- GAUGER: Generalized Regression Adjustment via Graph-Weighted Exposure-Level Residualization for Design-Based Inference Under Interference
2026/07/21 by Lei Shi, Rita Lyu, Sizhu Lu
#stat.ME