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Meng Li

  1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
    DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
    2025/01/22 by DeepSeek-AI, Daya Guo, Guo, Daya +404 · 93 voices · 1663 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
  2. DeepSeek-V3 Technical Report
    2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +404 · 39 voices · 6 citations
    Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
  3. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
    2024/05/07 by DeepSeek-AI, Aixin Liu, Liu, Aixin +310 · 5 voices · 236 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  4. RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation
    2024/12/18 by Kun Wu, Wu, Kun, Chengkai Hou +67 · 46 citations
    Computer Science · #Semantic Web and Ontologies
  5. RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing
    2019/12/30 by Liu Ke, Ke, Liu, Udit Gupta +39 · 9 citations
    Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  6. Exploring wav2vec 2.0 on speaker verification and language identification
    2020/12/11 by Zhiyun Fan, Fan, Zhiyun, Meng Li +5 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  7. Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach
    2020/02/13 by Ke Zhang, Zhang, Ke, Meng Li +7 · 6 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Traffic control and management #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods
  8. KeepAugment: A Simple Information-Preserving Data Augmentation Approach
    2020/11/23 by Chengyue Gong, Dilin Wang, Gong, Chengyue +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  9. Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation
    2021/11/01 by Jiaqi Gu, Hyoukjun Kwon, Gu, Jiaqi +15 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  10. BiT: Robustly Binarized Multi-distilled Transformer
    2022/05/25 by Zechun Liu, Barlas Oğuz, Liu, Zechun +13 · 4 citations
    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
  11. Cardiac Copilot: Automatic Probe Guidance for Echocardiography with World Model
    2024/06/19 by Haojun Jiang, Zhenguo Sun, Jiang, Haojun +13 · 6 citations
    Medicine · #Cardiovascular Function and Risk Factors #ECG Monitoring and Analysis
  12. SMamba: Sparse Mamba for Event-based Object Detection
    2025/01/21 by Nan Yang, Yang Wang, Yang, Nan +9 · 9 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  13. Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent
    2019/10/07 by Dilin Wang, Meng Li, Wang, Dilin +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  14. Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
    2020/02/10 by Lei Yang, Yang, Lei, Zheyu Yan +15 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention
    2022/11/25 by Wenxuan Zeng, Zeng, Wenxuan, Meng Li +11 · 3 citations
    Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG)
  16. DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
    2022/06/02 by Yonggan Fu, Fu, Yonggan, Haichuan Yang +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  17. InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
    2025/05/22 by InternAgent Team, Bo Zhang, Zhang, Bo +45 · 5 citations
    Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
  18. Vision Transformers with Patch Diversification
    2021/04/26 by Chengyue Gong, Gong, Chengyue, Dilin Wang +7 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
  19. SwitchVLA: Execution-Aware Task Switching for Vision-Language-Action Models
    2025/06/04 by Meng Li, Zhen Zhao, Li, Meng +17 · 7 citations
    Computer Science · Engineering · Psychology · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO) #Social Robot Interaction and HRI
  20. Ilioinguinal approach を用いた寛骨臼骨折の2例
    2000/12/01 by Wei Liu, Yun Jiang, Chenghui Wang +9 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Gene Expression Analysis #Plant Stress Responses and Tolerance #Plant nutrient uptake and metabolism #Plant responses to water stress
  21. Trinity: A General Purpose FHE Accelerator
    2024/10/17 by Xianglong Deng, Shengyu Fan, Deng, Xianglong +20 · 3 citations
    Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Particle accelerators and beam dynamics
  22. AlphaNet: Improved Training of Supernets with Alpha-Divergence
    2021/02/16 by Dilin Wang, Wang, Dilin, Chengyue Gong +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
  23. LSTM-RPA: A Simple but Effective Long Sequence Prediction Algorithm for Music Popularity Prediction
    2021/10/27 by Kun Li, Li, Kun, Meng Li +5 · 1 citation
    Computer Science · Engineering · #Music and Audio Processing #Traffic Prediction and Management Techniques #Time Series Analysis and Forecasting
  24. Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
    2022/06/16 by V. Belov, Belov, Vladimir, Tracy Erwin-Grabner +129 · 1 citation
    Medicine · Neuroscience · #FOS: Biological sciences #Functional Brain Connectivity Studies #Quantitative Methods (q-bio.QM) #Treatment of Major Depression
  25. ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding
    2024/02/21 by Shuzhang Zhong, Zebin Yang, Zhong, Shuzhang +9 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  26. Bayesian Image-on-Scalar Regression with a Spatial Global-Local Spike-and-Slab Prior
    2022/09/17 by Zijian Zeng, Meng Li, Zeng, Zijian +3 · 1 citation
    Computer Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Statistical Methods and Inference
  27. Cognitive reactivity and emotional dysregulation mediate the relation of paternal and maternal harsh parenting to adolescent social anxiety
    2022/04/16 by Mingzhong Wang, Meng Li, Xingling Wu +1 · 1 citation
    Psychology · #Child and Adolescent Psychosocial and Emotional Development #Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes #Attachment and Relationship Dynamics
  28. SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems
    2022/04/10 by Xin Dong, Dong, Xin, B. De Salvo +11 · 1 citation
    Medicine · Physics and Astronomy · Engineering · #Optical Imaging and Spectroscopy Techniques #Advanced Optical Sensing Technologies #CCD and CMOS Imaging Sensors
  29. Deep Reinforcement Learning with Swin Transformers
    2022/06/30 by Meng Li, Meng, Li, Morten Goodwin +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  30. Heterologous expression of Arabidopsis <scp> <i>FLS2</i> </scp> in <i>Nicotiana benthamiana</i> confers responsiveness to <i>Ralstonia</i> flg22 and activation of anti‐bacterial immunity
    2025/07/25 by Meng Li, Yu-Jiao Chen, Yali Wei +1 · 1 voice · 4 citations
    Agricultural and Biological Sciences · #Plant-Microbe Interactions and Immunity #Plant Pathogenic Bacteria Studies #Legume Nitrogen Fixing Symbiosis
  31. MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
    2025/01/12 by Wenxuan Zeng, Dong Ye, Zeng, Wenxuan +12 · 3 citations
    Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  32. Normalized solutions of linearly coupled Choquard system with potentials
    2022/09/14 by Meng Li, Meng, Li · 1 citation
    Mathematics · Physics and Astronomy · #Nonlinear Partial Differential Equations #Nonlinear Waves and Solitons #Advanced Differential Equations and Dynamical Systems
  33. Unified Framework for Histopathology Image Augmentation and Classification via Generative Models
    2022/12/20 by Meng Li, Chaoyi Li, Li, Meng +5 · 1 citation
    Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  34. SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings
    2023/03/22 by Renjie Wei, Wei, Renjie, Zechun Liu +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  35. A Comprehensive Study on Dark Patterns
    2024/12/12 by Meng Li, Li, Meng, Xiang Wang +13 · 2 citations
    Engineering · Physics and Astronomy · #Infrared Target Detection Methodologies #Color Science and Applications
  36. Evaluating Readability and Faithfulness of Concept-based Explanations
    2024/04/29 by Meng Li, Li, Meng, Haoran Jin +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
  37. Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
    2023/06/08 by Ganesh Jawahar, Haichuan Yang, Jawahar, Ganesh +23 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Adversarial Robustness in Machine Learning
  38. Assessing GHG emissions of food consumption towards low-carbon transformation in China
    2023/12/26 by Meng Li, Yanan Wang, Wei Chen +3 · 1 citation
    Environmental Science · #Agriculture Sustainability and Environmental Impact #Climate Change and Health Impacts #Environmental Impact and Sustainability
  39. UltraSeP: Sequence-aware Pre-training for Echocardiography Probe Movement Guidance
    2024/08/27 by Haojun Jiang, Jiang, Haojun, Zhenguo Sun +16 · 3 citations
    Medicine · Engineering · #Cardiac Valve Diseases and Treatments #Soft Robotics and Applications
  40. Tentative detection of cyanoformamide NCCONH2 in space
    2023/11/03 by Juan Li, Donghui Quan, Li, Juan +27 · 1 citation
    Chemistry · Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Molecular Spectroscopy and Structure #Neutrino Physics Research #Solar and Stellar Astrophysics (astro-ph.SR)
  41. Quantum communication protocols by quantum walks with two coins
    2018/02/07 by Yun Shang, Yu Wang, Shang, Yun +5 · 1 citation
    Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
  42. PrivyNet: A Flexible Framework for Privacy-Preserving Deep Neural Network Training
    2017/09/18 by Meng Li, Liangzhen Lai, Li, Meng +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  43. Understanding the Antidepressant Mechanisms of Acupuncture: Targeting Hippocampal Neuroinflammation, Oxidative Stress, Neuroplasticity, and Apoptosis in CUMS Rats
    2024/10/18 by Jianguo Li, Xinhong Wu, Simin Yan +12 · 1 citation
    Medicine · Neuroscience · #Acupuncture Treatment Research Studies #Stress Responses and Cortisol #Tryptophan and brain disorders
  44. Structure-preserving parametric finite element methods for simulating axisymmetric solid-state dewetting problems with anisotropic surface energies
    2024/05/09 by Meng Li, Chunjie Zhou, Li, Meng +1 · 1 citation
    Engineering · Materials Science · #FOS: Mathematics #Fluid Dynamics and Heat Transfer #Fluid Dynamics and Thin Films #Numerical Analysis (math.NA) #Surface Modification and Superhydrophobicity
  45. HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
    2025/04/08 by Shuzhang Zhong, Zhong, Shuzhang, Ling Liang +8 · 3 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  46. Bayesian Covariate-Dependent Graph Learning with a Dual Group Spike-and-Slab Prior
    2024/09/25 by Zijian Zeng, Zeng, Zijian, Meng Li +3 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Bayesian Modeling and Causal Inference #Text and Document Classification Technologies
  47. Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes
    2025/06/02 by Meng Li, Li, Meng, Michael Vrazitulis +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  48. OVGNet: A Unified Visual-Linguistic Framework for Open-Vocabulary Robotic Grasping
    2024/07/18 by Meng Li, Qi Zhao, Meng, Li +10 · 1 citation
    Engineering · Computer Science · #Robot Manipulation and Learning #Robotics and Automated Systems #Natural Language Processing Techniques
  49. Telomere-to-telomere genome of common bean (<i>Phaseolus vulgaris</i> L., YP4)
    2025/01/01 by Yan Wang, Xiaopeng Hao, Chunhai Chen +11 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Medicine · #Chromosomal and Genetic Variations #Genomics and Phylogenetic Studies #Telomeres, Telomerase, and Senescence
  50. Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large p
    2024/10/17 by Shengbin Ye, Meng Li, Ye, Shengbin +1 · 2 citations
    Computer Science · Mathematics · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
  51. Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC
    2024/05/23 by Tianshi Xu, Lemeng Wu, Xu, Tianshi +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Privacy-Preserving Technologies in Data
  52. Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC
    2025/08/27 by Tianshi Xu, Xu, Tianshi, Wenjie Lu +11 · 1 citation
    Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Cryptography and Residue Arithmetic
  53. Chromosome‐level Asian elephant genome assembly and comparative genomics of long‐lived mammals reveal the common substitutions for cancer resistance
    2023/07/03 by Xuanjing Li, Pengcheng Wang, Qi Pan +10 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Epigenetics and DNA Methylation #Genomics and Chromatin Dynamics
  54. Operator-induced structural variable selection for identifying materials genes
    2021/10/19 by Shengbin Ye, Thomas P. Senftle, Ye, Shengbin +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Methodology (stat.ME) #Molecular Biology Techniques and Applications
  55. FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency
    2025/06/10 by Yifei Su, Su, Yifei, Ning Liu +15 · 2 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
  56. H2O2 and NO are involved in trehalose-regulated oxidative stress tolerance in cold-stressed tomato plants
    2019/12/10 by Tao Liu, Xueling Ye, Meng Li +3 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Stress Responses and Tolerance #Plant responses to elevated CO2 #Photosynthetic Processes and Mechanisms
  57. Archaeal Diversity Sheds New Light on the Origin of the Eukaryotic Endomembrane System
    2026/07/23 by Zhongyi Lu, Siyu Zhang, Ning Song +4 · 1 voice
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Protist diversity and phylogeny #Bacterial Genetics and Biotechnology #Microbial Fuel Cells and Bioremediation
  58. Scalable LLM Agent Tool Access in the Cloud
    2026/07/17 by Mingxin Li, Enge Song, Yueshang Zuo +27
    #cs.DC #cs.AI #cs.NI
  59. Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice
    2026/07/24 by Haotian Si, Junyi Chen, Shuyang Yu +5
    #cs.SE
  60. HEMERA: A Heterogeneous Memory-Centric Accelerator with Recursive Dataflow for Edge-Constrained State-Space-Duality Models Inference
    2026/07/24 by Hao Ding, Ling Liang, Ruitong Qiao +9
    #cs.AR
  61. An Efficient Fault-Tolerance Scheme for CKKS Computation on CPUs
    2026/07/21 by Jianan Mu, Ge Yu, Tenghui Hua +6
    #cs.AR
  62. Jetson-PI: Towards Onboard Real-Time Robot Control via Foresight-Aligned Asynchronous Inference
    2026/07/14 by Zebin Yang, Qi Wang, Yunhe Wang +6
    #cs.RO #cs.AI
  63. SmartRAG: Native Graph-Based RAG for Mobile Device
    2026/07/16 by Zhihan Jiang, Meng Li, Shenghao Liu +6
    #cs.AI
  64. Wing membrane thickness, allometric scaling and wing interference patterns in damselflies: a target of sexual selection?
    2026/07/24 by Meng Li, Masahito Tsuboi, Anna Runemark +3
    Agricultural and Biological Sciences · Environmental Science · Neuroscience · #Amphibian and Reptile Biology #Animal Behavior and Reproduction #Neurobiology and Insect Physiology Research
  65. Accurate geographical origin traceability of Artemisia argyi and Artemisia stolonifera using double-sided hyperspectral data and a dual-stream collaborative attention model
    2026/07/21 by Xue Sun, Suhua Huang, Mingxu Zhang +8