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Han Liu

  1. Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent
    2024/11/04 by Xingwu Sun, Yanfeng Chen, Sun, Xingwu +228 · 3 voices · 24 citations
    Computer Science · #Age of Information Optimization #cs.AI #cs.CL
  2. DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
    2021/02/03 by Yanrong Ji, Zhihan Zhou, Han Liu +1 · 28 citations
    Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #Machine Learning in Bioinformatics #Fractal and DNA sequence analysis
  3. DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome
    2023/06/26 by Zhihan Zhou, Zhou, Zhihan, Yanrong Ji +9 · 32 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Natural Language Processing Techniques #RNA and protein synthesis mechanisms #and Science (cs.CE)
  4. A general theory of hypothesis tests and confidence regions for sparse high dimensional models
    2017/02/01 by Yang Ning, Han Liu · 25 citations
    Mathematics · Decision Sciences · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Probabilistic and Robust Engineering Design
  5. Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
    2018/02/23 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +7 · 15 citations
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  6. Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
    2023/09/28 by Chaoqi Wang, Yibo Jiang, Wang, Chaoqi +7 · 23 citations
    Computer Science · Decision Sciences · #Data Management and Algorithms #Multi-Criteria Decision Making #Constraint Satisfaction and Optimization
  7. Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models
    2010/06/16 by Han Liu, Liu, Han, Kathryn Roeder +3 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Statistical Methods and Inference
  8. Large covariance estimation through elliptical factor models
    2018/06/27 by Jianqing Fan, Han Liu, Weichen Wang · 11 citations
    Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
  9. An Overview on the Estimation of Large Covariance and Precision Matrices
    2015/04/12 by Jianqing Fan, Yuan Liao, Fan, Jianqing +3 · 5 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Statistical Methods and Models #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Methodology (stat.ME)
  10. LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
    2024/01/29 by Yuqiang Sun, Daoyuan Wu, Sun, Yuqiang +11 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
  11. VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
    2023/10/07 by Ziyi Yin, Yin, Ziyi, Muchao Ye +15 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Topic Modeling
  12. MMGRec: Multimodal Generative Recommendation with Transformer Model
    2024/04/25 by Han Liu, Liu, Han, Yinwei Wei +9 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
  13. The Nonparanormal SKEPTIC
    2012/06/27 by Han Liu, Liu, Han, Fang Han +7 · 3 citations
    Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
  14. Stochastic Compositional Gradient Descent: Algorithms for Minimizing Compositions of Expected-Value Functions
    2014/11/14 by Mengdi Wang, Wang, Mengdi, Ethan X. Fang +3 · 3 citations
    Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  15. Second-Order Methods with Cubic Regularization Under Inexact Information
    2017/10/16 by Saeed Ghadimi, Ghadimi, Saeed, Han Liu +3 · 4 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
  16. I-LAMM for Sparse Learning: Simultaneous Control of Algorithmic Complexity and Statistical Error
    2015/07/03 by Jianqing Fan, Han Liu, Fan, Jianqing +5 · 3 citations
    Computer Science · Engineering · Mathematics · #FOS: Mathematics #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  17. Attributed Graph Clustering via Adaptive Graph Convolution
    2019/06/04 by Xiaotong Zhang, Zhang, Xiaotong, Han Liu +5 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  18. Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries
    2024/05/31 by Jiahao Yu, Yu, Jiahao, Haozheng Luo +9 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  19. On Sparse Modern Hopfield Model
    2023/09/22 by Jerry Yao-Chieh Hu, Donglin Yang, Hu, Jerry Yao-Chieh +9 · 5 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning
  20. Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading
    2021/05/26 by Zhihan Zhou, Liqian Ma, Zhou, Zhihan +3 · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
  21. Forest Density Estimation
    2010/01/10 by Han Liu, Liu, Han, Min Xu +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Statistical Methods and Inference
  22. Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
    2024/04/04 by Dennis Wu, Wu, Dennis, Jerry Yao-Chieh Hu +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  23. Provable Sparse Tensor Decomposition
    2015/02/05 by Will Wei Sun, Junwei Lu, Sun, Will Wei +5 · 2 citations
    Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
  24. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
    2025/05/21 by Ao Liu, Tencent Hunyuan Team, Botong Zhou +509 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
  25. Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models
    2023/10/30 by Hao Li, Han Liu, Li, Hao +7 · 4 citations
    Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  26. Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?
    2024/10/02 by Zhenyu Pan, Pan, Zhenyu, Rongyu Cao +13 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
  27. COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training
    2023/04/27 by Han Liu, Liu, Han, Zhoubing Xu +13 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  28. Continual Learning in Generative Adversarial Nets
    2017/05/23 by Ari Seff, Seff, Ari, Alex Beatson +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. BLOCKEYE: Hunting For DeFi Attacks on Blockchain
    2021/03/04 by Bin Wang, Han Liu, Wang, Bin +11 · 3 citations
    Computer Science · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Spam and Phishing Detection
  30. Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
    2024/03/26 by Zhenyu Pan, Haozheng Luo, Pan, Zhenyu +5 · 7 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
    2023/11/08 by Han Liu, Yinwei Wei, Fan Liu +3 · 3 citations
  32. One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
    2024/11/16 by Zihao Li, Li, Zihao, Yuan Cao +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)
  33. Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
    2024/10/09 by Zhengyu Hu, Hu, Zhengyu, Yichuan Li +11 · 4 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  34. 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
  35. Sequential LLM Framework for Fashion Recommendation
    2024/10/15 by Han Liu, Liu, Han, Xianfeng Tang +18 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  36. High Dimensional Semiparametric Latent Graphical Model for Mixed Data
    2014/04/29 by Jianqing Fan, Han Liu, Fan, Jianqing +5 · 1 citation
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference
  37. DNABERT-S: Pioneering Species Differentiation with Species-Aware DNA Embeddings
    2024/02/13 by Zhihan Zhou, Weimin Wu, Zhou, Zhihan +13 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Gene expression and cancer classification #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #and Science (cs.CE)
  38. Testing and Confidence Intervals for High Dimensional Proportional Hazards Model
    2014/12/16 by Ethan X. Fang, Ning Yang, Fang, Ethan X. +3 · 1 citation
    Decision Sciences · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Fatigue and fracture mechanics #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Risk and Safety Analysis #Statistics Theory (math.ST)
  39. An Extreme-Value Approach for Testing the Equality of Large U-Statistic Based Correlation Matrices
    2015/02/11 by Cheng Zhou, Zhou, Cheng, Fang Han +5 · 1 citation
    Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  40. On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality
    2024/11/26 by Jerry Yao-Chieh Hu, Hu, Jerry Yao-Chieh, Weimin Wu +9 · 4 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Mechanics and Entropy
  41. Label Efficient Semi-Supervised Learning via Graph Filtering
    2019/01/28 by Qimai Li, Li, Qimai, Xiao-Ming Wu +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  42. Machine Learning Forcefield for Silicate Glasses
    2019/02/09 by Han Liu, Zipeng Fu, Liu, Han +7 · 1 citation
    Engineering · Materials Science · #Advanced X-ray and CT Imaging #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography
  43. Do Code LLMs Understand Design Patterns?
    2025/01/08 by Zhenyu Pan, Pan, Zhenyu, X. M. Song +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Natural Language Processing Techniques #Software Engineering (cs.SE)
  44. On well-posedness of generalized Hall-magneto-hydrodynamics
    2019/06/05 by Mimi Dai, Dai, Mimi, Han Liu +1 · 1 citation
    Mathematics · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #FOS: Mathematics #Navier-Stokes equation solutions
  45. VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
    2024/02/16 by Ziyi Yin, Muchao Ye, Yin, Ziyi +13 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  46. Nonparametric Modern Hopfield Models
    2024/04/05 by Jerry Yao-Chieh Hu, Boyu Chen, Hu, Jerry Yao-Chieh +7 · 2 citations
    Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis
  47. Symmetry, Saddle Points, and Global Optimization Landscape of Nonconvex Matrix Factorization
    2016/12/29 by Xingguo Li, Li, Xingguo, Junwei Lu +11 · 3 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Optical measurement and interference techniques #Medical Image Segmentation Techniques
  48. Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
    2024/04/04 by Jerry Yao-Chieh Hu, Pei-Hsuan Chang, Hu, Jerry Yao-Chieh +11 · 2 citations
    Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Magnetic Properties and Applications #Model Reduction and Neural Networks
  49. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
    2020/06/10 by Yutai Hou, Wanxiang Che, Hou, Yutai +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  50. Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving
    2021/03/21 by Li Wang, Wang, Li, Dong Li +9 · 1 citation
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  51. Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
    2024/11/25 by Jerry Yao-Chieh Hu, Wei-Po Wang, Hu, Jerry Yao-Chieh +9 · 3 citations
    Computer Science · Engineering · #Advanced Electrical Measurement Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Magnetic Field Sensors Techniques #Sensor Technology and Measurement Systems
  52. Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection
    2022/06/14 by Han Liu, Liu, Han, Feng Zhang +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  53. Global Convergence in Training Large-Scale Transformers
    2024/10/31 by Cheng Gao, Yuan Cao, Gao, Cheng +13 · 2 citations
    Computer Science · Engineering · #35Q93 #3D Shape Modeling and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  54. KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism Description
    2022/11/30 by Chunyu Ma, Ma, Chunyu, Zhihan Zhou +5 · 1 citation
    Computer Science · Economics, Econometrics and Finance · Immunology and Microbiology · #Biosimilars and Bioanalytical Methods #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmaceutical Economics and Policy #Quantitative Methods (q-bio.QM)
  55. Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data
    2022/03/08 by Can Cui, Han Liu, Cui, Can +15 · 1 citation
    Medicine · Neuroscience · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification #AI in cancer detection
  56. Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms
    2023/05/25 by Tim Tsz-Kit Lau, Lau, Tim Tsz-Kit, Han Liu +3 · 1 citation
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Methods and Inference
  57. Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty
    2023/07/15 by Liu, Guanlin, Zhihan Zhou, Han Liu +4 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  58. COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation
    2023/07/22 by Han Liu, Hao Li, Liu, Han +15 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
  59. Deep Learning–based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets
    2024/09/01 by Hao Li, Han Liu, Heinrich von Busch +16 · 1 voice · 1 citation
    Medicine · #Prostate Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #MRI in cancer diagnosis
  60. Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
    2024/01/20 by Suhan Cui, Cui, Suhan, Jiaqi Wang +9 · 1 citation
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  61. Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment
    2024/01/30 by Linyao Yang, Yang, Linyao, Hongyang Chen +9 · 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
  62. Neural Polysynthetic Language Modelling
    2020/05/11 by Lane Schwartz, Schwartz, Lane, Francis M. Tyers +39 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  63. Finite-Sample Analysis For Decentralized Batch Multi-Agent Reinforcement Learning With Networked Agents
    2018/12/06 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +7 · 1 citation
    Computer Science · Decision Sciences · #Distributed Control Multi-Agent Systems #Game Theory and Applications #Reinforcement Learning in Robotics
  64. Minimalist Softmax Attention Provably Learns Constrained Boolean Functions
    2025/05/26 by Jerry Yao-Chieh Hu, Xiwen Zhang, Hu, Jerry Yao-Chieh +7 · 3 citations
    Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Machine Learning and Data Classification
  65. Universal Approximation with Softmax Attention
    2025/04/22 by Jerry Yao-Chieh Hu, Hu, Jerry Yao-Chieh, Hongyu Chen +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Neural Networks and Applications #Numerical Methods and Algorithms
  66. Full-ECE: A Metric For Token-level Calibration on Large Language Models
    2024/06/17 by Han Liu, Yupeng Zhang, Liu, Han +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  67. A Real-Time System for Scheduling and Managing UAV Delivery in Urban Areas
    2024/12/16 by Han Liu, Liu, Han, Tian Liu +3 · 1 citation
    Computer Science · Engineering · #Robotic Path Planning Algorithms #Advanced Manufacturing and Logistics Optimization #UAV Applications and Optimization
  68. EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM
    2024/04/13 by Henry Peng Zou, Gavin Heqing Yu, Zou, Henry Peng +13 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies
  69. Attention Mechanism, Max-Affine Partition, and Universal Approximation
    2025/04/28 by Liu, Hude, Jian Hu, Hu, Jerry Yao-Chieh +4 · 2 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Stochastic Gradient Optimization Techniques
  70. SSL2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI
    2023/03/09 by Jiacheng Wang, Hao Li, Wang, Jiacheng +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer-related molecular mechanisms research #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) #Multiple Sclerosis Research Studies #Mycobacterium research and diagnosis #electronic engineering #information engineering
  71. EGSRAL: An Enhanced 3D Gaussian Splatting based Renderer with Automated Labeling for Large-Scale Driving Scene
    2024/12/20 by Yixiong Huo, Huo, Yixiong, Guangfeng Jiang +20 · 1 citation
    Computer Science · Environmental Science · Engineering · #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications #Autonomous Vehicle Technology and Safety
  72. Hopformer: Homogeneity-Pursuit Transformer for Time Series Forecasting
    2026/07/24 by Wan Zhang, Qinjie Lin, Chan Lee +3
    #stat.ML #cs.LG
  73. ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation
    2026/07/30 by Yuxin Chen, Liang Luo, Buyun Zhang +44
    Computer Science · #cs.LG #cs.AI #cs.IR
  74. Progress Reward Modeling for Robotic Learning: A Comprehensive Survey
    2026/07/22 by Jianshu Zhang, Keliang Wu, Haoran Lu +8
    #cs.RO #cs.CL