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Liang Zhao

  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 · 1672 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
  2. Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
    2025/02/16 by Jingyang Yuan, Yuan, Jingyang, Huazuo Gao +28 · 19 voices · 128 citations
    Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG
  3. 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
  4. mHC: Manifold-Constrained Hyper-Connections
    2025/12/31 by Zhenda Xie, Yixuan Wei, Huanqi Cao +17 · 18 voices · 6 citations
    #cs.CL #cs.AI #cs.LG
  5. 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 · 241 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  6. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
    2014/12/04 by Bjoern H. Menze, Bjoern Menze, András Jakab +85 · 194 citations
    Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
  7. Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
    2025/02/14 by Guoqing Ma, Haoyang Huang, Ma, Guoqing +235 · 4 voices · 45 citations
    Computer Science · #Video Coding and Compression Technologies #cs.CL #cs.CV
  8. DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
    2024/12/13 by Zhiyu Wu, Wu, Zhiyu, Xiaokang Chen +51 · 3 voices · 140 citations
    Computer Science · #cs.CV #cs.AI #cs.CL
  9. DreamLLM: Synergistic Multimodal Comprehension and Creation
    2023/09/20 by Runpei Dong, Dong, Runpei, Chunrui Han +25 · 39 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
    2023/05/30 by Chen Ling, Xujiang Zhao, Ling, Chen +41 · 24 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  11. JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
    2024/11/12 by Yiyang Ma, Xingchao Liu, Ma, Yiyang +24 · 39 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  12. Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
    2025/02/17 by Ailin Huang, Huang, Ailin, Boyong Wu +299 · 1 voice · 36 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Sound (cs.SD) #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.SD #eess.AS #electronic engineering #information engineering
  13. A Systematic Survey on Deep Generative Models for Graph Generation
    2020/07/13 by Xiaojie Guo, Guo, Xiaojie, Liang Zhao +1 · 8 citations
    Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Topic Modeling
  14. MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
    2025/05/12 by LLM-Core Xiaomi, Xiaomi, LLM-Core, : +118 · 1 voice · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  15. GRAG: Graph Retrieval-Augmented Generation
    2024/05/26 by Yuntong Hu, Zhihan Lei, Hu, Yuntong +8 · 15 citations
    Computer Science · #Graph Theory and Algorithms #Image Retrieval and Classification Techniques
  16. FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
    2020/10/12 by Zheng Chai, Yujing Chen, Chai, Zheng +9 · 6 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  17. Uncertainty Quantification for In-Context Learning of Large Language Models
    2024/02/15 by Ling Chen, Xujiang Zhao, Ling, Chen +23 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  18. Focus Anywhere for Fine-grained Multi-page Document Understanding
    2024/05/23 by Chenglong Liu, Haoran Wei, Liu, Chenglong +17 · 11 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques
  19. Stabilizing perovskite-substrate interfaces for high-performance perovskite modules
    2021/08/19 by Shangshang Chen, Xuezeng Dai, Shuang Xu +3 · 28 citations
    Engineering · Materials Science · #Perovskite Materials and Applications #Thermal Expansion and Ionic Conductivity #Magnetic and transport properties of perovskites and related materials
  20. Communication Efficiency in Federated Learning: Achievements and Challenges
    2021/07/23 by Osama Shahid, Shahid, Osama, Seyedamin Pouriyeh +9 · 5 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  21. Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
    2024/01/01 by Guangji Bai, Zheng Chai, Bai, Guangji +24 · 9 citations
    Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
  22. Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
    2022/12/07 by Yuyang Gao, Siyi Gu, Gao, Yuyang +9 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Topic Modeling
  23. ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
    2023/07/18 by Liang Zhao, Zhao, Liang, En Yu +19 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
    2024/06/30 by Weihong Zhong, Xiaocheng Feng, Zhong, Weihong +15 · 9 citations
    Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Misinformation and Its Impacts
  25. MiMo-VL Technical Report
    2025/06/04 by Zihao Yue, Core Team, Yue, Zihao +135 · 18 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics
  26. Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment
    2022/02/06 by Yuyang Gao, Tong Sun, Gao, Yuyang +5 · 4 citations
    Computer Science · Social Sciences · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
  27. Heterogeneous Temporal Graph Neural Network
    2021/10/26 by Yujie Fan, Fan, Yujie, Mingxuan Ju +7 · 4 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  28. Disentangled Dynamic Graph Deep Generation
    2020/10/14 by Wenbin Zhang, Liming Zhang, Zhang, Wenbin +5 · 4 citations
    Computer Science · Materials Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Machine Learning (cs.LG) #Machine Learning in Materials Science #Social and Information Networks (cs.SI)
  29. Skywork: A More Open Bilingual Foundation Model
    2023/10/30 by Tianwen Wei, Wei, Tianwen, Liang Zhao +57 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  30. OneChart: Purify the Chart Structural Extraction via One Auxiliary Token
    2024/04/15 by Jinyue Chen, Chen, Jinyue, Lingyu Kong +15 · 6 citations
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  31. Unhackable Temporal Rewarding for Scalable Video MLLMs
    2025/02/17 by En Yu, Yu, En, Lin, Kangheng +18 · 10 citations
    Engineering · #Advanced Wireless Network Optimization
  32. Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models
    2023/12/11 by Haoran Wei, Wei, Haoran, Lingyu Kong +15 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  33. Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
    2024/07/11 by Liang Zeng, Zeng, Liang, Liangjun Zhong +19 · 6 citations
    Computer Science · #Data Mining Algorithms and Applications #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  34. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    2023/12/28 by Liang Zhao, Zhao, Liang, Feng, Xiachong +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Speech and dialogue systems
  35. Task-specific Inconsistency Alignment for Domain Adaptive Object Detection
    2022/03/29 by Liang Zhao, Zhao, Liang, Limin Wang +1 · 3 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
  36. Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
    2025/07/25 by StepFun, :, Bin Wang +284 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  37. Sobolev spaces on locally finite graphs
    2023/06/04 by Mengqiu Shao, Shao, Mengqiu, Yunyan Yang +3 · 3 citations
    Mathematics · Engineering · #Nonlinear Partial Differential Equations #Numerical methods in engineering #Numerical methods in inverse problems
  38. Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First
    2023/10/28 by Zheng Zhang, Zhang, Zheng, Junxiang Wang +3 · 3 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Machine Learning and Algorithms
  39. Cytosolic Protein Vms1 Links Ribosome Quality Control to Mitochondrial and Cellular Homeostasis
    2017/10/26 by Toshiaki Izawa, Sae-Hun Park, Liang Zhao +2 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #RNA and protein synthesis mechanisms #Mitochondrial Function and Pathology #RNA modifications and cancer
  40. LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
    2024/09/04 by Xiaoyuan Zhang, Zhang, Xiaoyuan, Liang Zhao +11 · 4 citations
    Computer Science · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Optimization and Control (math.OC)
  41. Continuous Temporal Domain Generalization
    2024/05/25 by Zekun Cai, Guangji Bai, Cai, Zekun +7 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net
    2018/08/25 by Yueyue Wang, Wang, Yueyue, Liang Zhao +5 · 2 citations
    Computer Science · Physics and Astronomy · Medicine · #Advanced Neural Network Applications #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging
  43. Taxonomy Tree Generation from Citation Graph
    2024/10/02 by Yuntong Hu, Hu, Yuntong, Zhuofeng Li +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  44. Advancing Large Language Model Attribution through Self-Improving
    2024/10/17 by Lei Huang, Huang, Lei, Xiaocheng Feng +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  45. Large Language Models for Spatial Trajectory Patterns Mining
    2023/10/07 by Zheng Zhang, Zhang, Zheng, Hossein Amiri +7 · 3 citations
    Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
  46. Slow Perception: Let's Perceive Geometric Figures Step-by-step
    2024/12/30 by Haoran Wei, Wei, Haoran, Yumeng Li +13 · 5 citations
    Computer Science · #Data Visualization and Analytics
  47. Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
    2017/03/01 by Liang Zhao, Zhao, Liang, Siyu Liao +11 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Structural Health Monitoring Techniques
  48. Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy
    2023/10/07 by Zheng Zhang, Zhang, Zheng, Da Tang +12 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Software Engineering Research #Topic Modeling
  49. Learning to Explore with Meta-Policy Gradient
    2018/03/13 by Tian-Bing Xu, Xu, Tianbing, Qiang Liu +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  50. HySparse: A Hybrid Sparse Attention Architecture with Oracle Token Selection and KV Cache Sharing
    2026/02/03 by Yizhao Gao, Jianyu Wei, Qihao Zhang +11 · 1 voice
    #cs.CL #cs.AI
  51. DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation
    2024/03/16 by Qilong Zhao, Yifei Zhang, Zhao, Qilong +11 · 2 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Scientific Computing and Data Management
  52. Pyramid: Machine Learning Framework to Estimate the Optimal Timing and\n Resource Usage of a High-Level Synthesis Design
    2019/07/28 by Hosein Mohammadi Makrani, Makrani, Hosein Mohammadi, Farnoud Farahmand +15 · 1 citation
    Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #VLSI and FPGA Design Techniques
  53. Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding
    2019/11/25 by Lingfei Wu, Ian En-Hsu Yen, Wu, Lingfei +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Graph Theory and Algorithms
  54. GraphNarrator: Generating Textual Explanations for Graph Neural Networks
    2024/10/20 by Bo Pan, Zhen Xiong, Pan, Bo +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Semantic Web and Ontologies
  55. Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks
    2020/02/27 by Zhiqian Chen, Chen, Zhiqian, Fanglan Chen +14 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  56. Small Language Model Meets with Reinforced Vision Vocabulary
    2024/01/23 by Haoran Wei, Lingyu Kong, Wei, Haoran +15 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  57. Point Cloud Compression with Implicit Neural Representations: A Unified Framework
    2024/05/19 by Hongning Ruan, Yulin Shao, Ruan, Hongning +7 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  58. PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
    2026/02/17 by Xiachong Feng, Liang Zhao, Weihong Zhong +5 · 1 voice
    Computer Science · #cs.AI
  59. Review of the internet of things communication technologies in smart agriculture and challenges
    2021/10/01 by Wen Tao, Liang Zhao, Guangwen Wang +1 · 1 citation
  60. Existence and convergence of solutions for nonlinear elliptic systems on graphs
    2021/11/22 by Jinyan Xu, Xu, Jinyan, Liang Zhao +1 · 1 citation
    Computer Science · Mathematics · #35A15 #35Q55 #58E30 #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Nonlinear Differential Equations Analysis #Nonlinear Partial Differential Equations
  61. Vegetation structural shift tells environmental changes on the Tibetan Plateau over 40 years
    2023/07/25 by Yanfen Wang, Kai Xue, Ronghai Hu +41 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Environmental Science · #Ecology and Vegetation Dynamics Studies #Plant and animal studies #Species Distribution and Climate Change
  62. Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
    2022/05/21 by Guangji Bai, Ling Chen, Bai, Guangji +3 · 1 citation
    Computer Science · Engineering · #Machine Learning in Healthcare #Data Stream Mining Techniques #Traffic Prediction and Management Techniques
  63. 3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment
    2022/11/09 by Liang Zhao, Zhao, Liang, Xinyuan Zhao +7 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
  64. TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags
    2022/11/01 by Jiang Liu, Donghong Ji, Liu, Jiang +11 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  65. Affine EKF: Exploring and Utilizing Sufficient and Necessary Conditions for Observability Maintenance to Improve EKF Consistency
    2024/12/14 by Yang Song, Song, Yang, Liang Zhao +3 · 2 citations
    Medicine · #ECG Monitoring and Analysis
  66. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
    2025/03/03 by Zheng Zhou, Zhou, Zekun, Xiaocheng Feng +24 · 3 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  67. Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
    2023/08/25 by Guangji Bai, Ziyang Yu, Bai, Guangji +7 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  68. A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery
    2024/06/18 by Jixue Liu, Liu, Jixue, Jiuyong Li +5 · 1 citation
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Impact of Light on Environment and Health #Infrared Target Detection Methodologies
  69. Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers
    2025/10/13 by Wujun Ma, Ma, Wenhan, Hailin Zhang +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
  70. Structural Disentanglement of Causal and Correlated Concepts
    2024/05/25 by Qilong Zhao, Shiyu Wang, Zhao, Qilong +11 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  71. LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models
    2024/06/02 by Liang Zhao, Tianwen Wei, Zhao, Liang +27 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  72. LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models
    2024/06/21 by Mengdan Zhu, Raasikh Kanjiani, Zhu, Mengdan +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  73. PerPO: Perceptual Preference Optimization via Discriminative Rewarding
    2025/02/05 by Zining Zhu, Liang Zhao, Zhu, Zining +16 · 2 citations
    Psychology · #Artificial Intelligence (cs.AI) #Color perception and design #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  74. Generating Tertiary Protein Structures via an Interpretative Variational Autoencoder
    2020/04/08 by Xiaojie Guo, Guo, Xiaojie, Sivani Tadepalli +6 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Protein Structure and Dynamics #Bioinformatics and Genomic Networks #Machine Learning in Materials Science
  75. Unraveling evolutionary pathways: allopolyploidization and introgression in polyploid <i>Prunus</i> (Rosaceae)
    2025/07/01 by Siyu Xie, Xiaohua Lin, Junru Wang +12 · 1 voice · 3 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Chromosomal and Genetic Variations #Genetic diversity and population structure #Genomics and Phylogenetic Studies
  76. YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions
    2024/10/23 by Xiguang Li, Jiafu Chen, Li, Xiguang +9 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Information Retrieval (cs.IR) #Video Surveillance and Tracking Methods
  77. Machine Learning-Driven Student Performance Prediction for Enhancing Tiered Instruction
    2025/02/05 by Yawen Chen, Jiande Sun, Chen, Yawen +9 · 1 citation
    Computer Science · #Online Learning and Analytics #Intelligent Tutoring Systems and Adaptive Learning
  78. Plastome-based subgenus-level phylogenetic backbone of hawthorns: insights into the maternal position and taxonomic synopsis of Crataegus shandongensis (Rosaceae, Maleae)
    2025/02/12 by Xiaohua Lin, Siyu Xie, Guang‐Ning Liu +7 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Botanical Studies and Applications #Plant Taxonomy and Phylogenetics #Botany and Plant Ecology Studies
  79. TSGaussian: Semantic and Depth-Guided Target-Specific Gaussian Splatting\n from Sparse Views
    2024/12/13 by Liang Zhao, Zhao, Liang, Zehan Bao +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #AI in cancer detection #Advanced Neural Network Applications
  80. Cognition Chain for Explainable Psychological Stress Detection on Social Media
    2024/12/18 by Xin Wang, Boyan Gao, Wang, Xin +11 · 1 citation
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health via Writing
  81. Network Tomography with Path-Centric Graph Neural Network
    2025/02/23 by Yuntong Hu, Hu, Yuntong, Junxiang Wang +3 · 1 citation
    Medicine · Neuroscience · Engineering · #Medical Imaging Techniques and Applications #Brain Tumor Detection and Classification #Advanced X-ray and CT Imaging
  82. ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail Prediction
    2025/09/25 by Junchi Lei, Lei, Jiabao, Kewei Sylvia Shi +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition
  83. A Flexible Precision Scaling Deep Neural Network Accelerator with Efficient Weight Combination
    2025/02/02 by Liang Zhao, Kunming Shao, Zhao, Liang +8 · 2 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image Processing Techniques and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
  84. Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories
    2024/09/28 by Zheng Zhang, Hossein Amiri, Zhang, Zheng +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Web Data Mining and Analysis
  85. DAS-PMVC: A Framework for Partial Multi-View Clustering via Dual Alignment and Structure Enhancement
    2026/07/30 by Shubin Ma, Liang Zhao, Chuanye He +4
    Computer Science · #cs.LG #cs.CV
  86. Training-Free Decoding of SAM3 Semantic Responses for Cross-Domain Infrastructure Crack Segmentation
    2026/07/14 by Shipeng Liu, Zhanping Song, Liang Zhao +1
    Computer Science · #cs.CV
  87. Phonetic forced alignment for low-resource language varieties: Model training and evaluation on Chengdu Mandarin
    2026/07/23 by Zhiheng Qian, Aini Li, Hai Hu +1
    #cs.CL #cs.AI
  88. Mgsc: multimodal generation and self-supervised contrast learning for mitigating language bias in visual question answering
    2026/07/27 by Xinyu Jiang, Zhenfang Zhu, Qiang Lu +5
  89. Staypoint Detection from Noisy Trajectory Data [Experiment Paper]
    2026/07/21 by Lance Kennedy, Hossein Amiri, Yueyang Liu +9
    #cs.LG #cs.CG