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Bin Cui

  1. Graph Neural Networks in Recommender Systems: A Survey
    2020/11/04 by Shiwen Wu, Fei Sun, Wu, Shiwen +7 · 92 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  2. Retrieval-Augmented Generation for AI-Generated Content: A Survey
    2024/02/29 by Penghao Zhao, Zhao, Penghao, Hailin Zhang +18 · 3 voices · 116 citations
    Computer Science · #cs.CV
  3. Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs
    2024/01/22 by Ling Yang, Zhaochen Yu, Yang, Ling +9 · 1 voice · 68 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
  4. Consistency Flow Matching: Defining Straight Flows with Velocity Consistency
    2024/07/02 by Ling Yang, Zixiang Zhang, Yang, Ling +15 · 37 citations
    Computer Science · #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Time Series Analysis and Forecasting
  5. Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation
    2021/09/13 by Yuxing Han, Han, Yuxing, Zi‐Niu Wu +25 · 17 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
  6. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
    2024/06/06 by Ling Yang, Yang, Ling, Zhaochen Yu +13 · 33 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  7. SpotServe: Serving Generative Large Language Models on Preemptible Instances
    2023/11/27 by Xupeng Miao, Miao, Xupeng, Chunan Shi +11 · 23 citations
    Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
  8. PQCache: Product Quantization-based KVCache for Long Context LLM Inference
    2024/07/01 by Hailin Zhang, Zhang, Hailin, Xiaodong Ji +13 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  9. CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention
    2022/09/28 by Renrui Zhang, Guo, Ziyu, Longtian Qiu +10 · 16 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  10. FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
    2020/11/18 by Rong Zhu, Zhu, Rong, Zi‐Niu Wu +13 · 12 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  11. Improving Diffusion-Based Image Synthesis with Context Prediction
    2024/01/04 by Ling Yang, L. Yang, Yang, Ling +14 · 1 voice · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV #cs.LG
  12. KeyVideoLLM: Towards Large-scale Video Keyframe Selection
    2024/07/03 by Hao Liang, Jiapeng Li, Liang, Hao +14 · 21 citations
    Computer Science · #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques #Web Data Mining and Analysis
  13. CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
    2024/08/02 by Zhang, Tao, Yanjun Shen, Zhu, Chenglin +22 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
  14. VideoTetris: Towards Compositional Text-to-Video Generation
    2024/06/06 by Ye Tian, Ling Yang, Tian, Ye +21 · 21 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Natural Language Processing Techniques #Video Analysis and Summarization
  15. IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
    2024/10/09 by Xinchen Zhang, Ling Yang, Zhang, Xinchen +16 · 1 voice · 11 citations
    Computer Science · #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling #cs.CV
  16. RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
    2024/02/20 by Xinchen Zhang, Ling Yang, Zhang, Xinchen +18 · 15 citations
    Computer Science · #Image Retrieval and Classification Techniques
  17. A Survey of Multimodal Large Language Model from A Data-centric Perspective
    2024/05/26 by Tianyi Bai, Bai, Tianyi, Hao Liang +22 · 17 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  18. Distributed Graph Neural Network Training: A Survey
    2022/11/01 by Yingxia Shao, Hongzheng Li, Shao, Yingxia +15 · 9 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  19. Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
    2024/10/16 by Mingyang Chen, Haoze Sun, Chen, Mingyang +17 · 17 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Microfluidic and Capillary Electrophoresis Applications #VLSI and Analog Circuit Testing
  20. Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
    2025/06/09 by Lu Ma, Ma, Lu, Hao Liang +21 · 41 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  21. ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
    2025/02/10 by Ling Yang, Zhaochen Yu, Yang, Ling +5 · 30 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  22. Transfer Learning for Bayesian Optimization: A Survey
    2023/02/12 by Tianyi Bai, Yang Li, Bai, Tianyi +9 · 8 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  23. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    2024/10/11 by Ling Yang, Yang, Ling, Zhaochen Yu +11 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. FlexSP: Accelerating Large Language Model Training via Flexible Sequence Parallelism
    2024/12/02 by Y X Wang, Wang, Yujie, Shiju Wang +17 · 14 citations
    Computer Science · #Distributed #Educational Technology and Assessment #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #and Cluster Computing (cs.DC)
  25. SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
    2024/07/30 by Zheng Liu, Liu, Zheng, Hao Liang +11 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  26. Facilitating Database Tuning with Hyper-Parameter Optimization: A Comprehensive Experimental Evaluation
    2021/10/25 by Xinyi Zhang, Zhang, Xinyi, Zhuo Chang +11 · 5 citations
    Computer Science · #Cloud Computing and Resource Management #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Data Classification
  27. Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
    2024/05/23 by Shuaipeng Li, Penghao Zhao, Li, Shuaipeng +23 · 10 citations
    Computer Science · Engineering · #Educational Technology and Assessment #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
  28. Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training
    2022/11/21 by L. Yang, Yang, Ling, Zhilin Huang +15 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  29. EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse Gate
    2021/12/29 by Xiaonan Nie, Xupeng Miao, Nie, Xiaonan +17 · 5 citations
    Computer Science · #Expert finding and Q&A systems #Domain Adaptation and Few-Shot Learning #Mobile Crowdsensing and Crowdsourcing
  30. AutoML for Deep Recommender Systems: A Survey
    2022/03/25 by Ruiqi Zheng, Zheng, Ruiqi, Liang Qu +7 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Recommender Systems and Techniques #Text and Document Classification Technologies
  31. ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
    2025/02/13 by Youhe Jiang, Fangcheng Fu, Jiang, Youhe +11 · 13 citations
    Computer Science · #IoT and Edge/Fog Computing #Cloud Computing and Resource Management #Software System Performance and Reliability
  32. AutoML for Deep Recommender Systems: A Survey
    2023/01/05 by Ruiqi Zheng, Liang Qu, Zhaojun Li +3 · 5 citations
    Computer Science · #Machine Learning and Data Classification #Recommender Systems and Techniques #Text and Document Classification Technologies
  33. SysBench: Can Large Language Models Follow System Messages?
    2024/08/20 by Yanzhao Qin, Qin, Yanzhao, Tao Zhang +19 · 9 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  34. ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies
    2021/10/20 by Yu Shen, Yang Li, Shen, Yu +15 · 3 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  35. RIM: Reliable Influence-based Active Learning on Graphs
    2021/10/28 by Wentao Zhang, Yexin Wang, Zhang, Wentao +13 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent
    2023/03/06 by Xiaonan Nie, Nie, Xiaonan, Yi Liu +13 · 4 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  37. Experimental Analysis of Large-scale Learnable Vector Storage Compression
    2023/11/27 by Hailin Zhang, Penghao Zhao, Zhang, Hailin +11 · 4 citations
    Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Face and Expression Recognition #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
  38. Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks
    2023/11/30 by Zongwei Wang, Junliang Yu, Wang, Zongwei +9 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare
  39. Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
    2025/02/02 by Youhe Jiang, Fangcheng Fu, Jiang, Youhe +15 · 9 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  40. Contextualized Diffusion Models for Text-Guided Image and Video Generation
    2024/02/26 by Ling Yang, Yang, Ling, Zhilong Zhang +11 · 4 citations
    Arts and Humanities · Engineering · #Digital Humanities and Scholarship #Human Motion and Animation #3D Modeling in Geospatial Applications
  41. FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
    2024/10/12 by Yan Li, Li, Youquan, Miao Zheng +13 · 6 citations
    Computer Science · #Educational Technology and Assessment
  42. Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
    2024/10/17 by Haoyang Li, Fangcheng Fu, Li, Haoyang +16 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning in Healthcare #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  43. OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning
    2022/09/27 by Youhe Jiang, Jiang, Youhe, Fu, Fangcheng +6 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  44. Structure-Guided Adversarial Training of Diffusion Models
    2024/02/27 by L. Yang, Haotian Qian, Yang, Ling +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  45. Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization
    2023/06/28 by Ling Yang, Yang, Ling, Jiayi Zheng +13 · 3 citations
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Text and Document Classification Technologies
  46. HexiScale: Facilitating Large Language Model Training over Heterogeneous Hardware
    2024/09/02 by Ran Yan, Youhe Jiang, Yan, Ran +7 · 6 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
  47. Evaluating Deep Graph Neural Networks
    2021/08/02 by Wentao Zhang, Zhang, Wentao, Zeang Sheng +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
  48. HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
    2025/02/17 by Ling Yang, Yang, Ling, Xinchen Zhang +10 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  49. Graphusion: Latent Diffusion for Graph Generation
    2024/11/01 by Ling Yang, Zhilin Huang, Zhilong Zhang +6 · 5 citations
  50. A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning
    2023/03/10 by Xinyi Zhang, Zhang, Xinyi, Zhuo Chang +13 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
    2023/05/27 by Zihao Yu, Yu, Zihao, Haoyang Li +7 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  52. Training-free Diffusion Acceleration with Bottleneck Sampling
    2025/03/24 by Ye Tian, Tian, Ye, Xin Xia +14 · 6 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nuclear reactor physics and engineering
  53. CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models
    2023/12/06 by Hailin Zhang, Zhang, Hailin, Zirui Liu +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  54. Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
    2024/05/01 by Bin Xiao, Xiao, Bin, Chunan Shi +13 · 3 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  55. MathClean: A Benchmark for Synthetic Mathematical Data Cleaning
    2025/02/26 by Hao Liang, Meiyi Qiang, Liang, Hao +12 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
  56. RobGC: Towards Robust Graph Condensation
    2024/06/19 by Xinyi Gao, Hongzhi Yin, Gao, Xinyi +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
  57. Graph Attention MLP with Reliable Label Utilization
    2021/08/23 by Wentao Zhang, Zhang, Wentao, Ziqi Yin +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Text and Document Classification Technologies
  58. DataLab: A Unified Platform for LLM-Powered Business Intelligence
    2024/12/03 by Luoxuan Weng, Weng, Luoxuan, Yinghao Tang +37 · 3 citations
    Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
  59. Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale
    2022/01/18 by Yang Li, Li, Yang, Yu Shen +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection #Neural Networks and Applications
  60. Instance-wise Prompt Tuning for Pretrained Language Models
    2022/06/04 by Yuezihan Jiang, Jiang, Yuezihan, Junyang Lin +14 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  61. LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
    2024/11/13 by Xiaonan Nie, Qibin Liu, Nie, Xiaonan +14 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #IoT-based Smart Home Systems #Parallel #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
  62. LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts
    2025/05/20 by Qifeng Cai, Hao Liang, Cai, Qifeng +15 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  63. PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning
    2025/08/01 by Keer Lu, Chong Chen, Lu, Keer +7 · 4 citations
    Computer Science · #cs.CL
  64. Med-R2: Crafting Trustworthy LLM Physicians via Retrieval and Reasoning of Evidence-Based Medicine
    2025/01/21 by Keer Lu, Lu, Keer, Da Pan +12 · 3 citations
    Medicine · Decision Sciences · Health Professions · #Ethics in Clinical Research #Meta-analysis and systematic reviews #Health Sciences Research and Education
  65. VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs
    2024/11/18 by Keer Lu, Keshi Zhao, Lu, Keer +16 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  66. SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence
    2024/11/09 by Jie Jiang, Haining Xie, Jiang, Jie +24 · 2 citations
    Business, Management and Accounting · #Big Data and Business Intelligence #Databases (cs.DB) #FOS: Computer and information sciences
  67. Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening
    2025/02/17 by Ye Tian, Tian, Ye, Ling Yang +9 · 4 citations
    Physics and Astronomy · #Model Reduction and Neural Networks
  68. BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection
    2023/07/28 by Jie Liu, Liu, Jie, Mengting He +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Software System Performance and Reliability
  69. On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
    2023/12/18 by Hongzhi Yin, Yin, Hongzhi, Tong Chen +4 · 1 citation
    Computer Science · Engineering · #Caching and Content Delivery #FOS: Computer and information sciences #Green IT and Sustainability #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  70. FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
    2025/04/14 by Zheng Liu, Liu, Zheng, Mengjie Liu +11 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  71. Baichuan Alignment Technical Report
    2024/10/19 by Mingan Lin, Lin, Mingan, Fan Yang +45 · 2 citations
    Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
  72. Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations
    2025/04/29 by Haoyang Li, Fangcheng Fu, Li, Haoyang +13 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  73. DivBO: Diversity-aware CASH for Ensemble Learning
    2023/02/07 by Yu Shen, Yu‐peng Lu, Shen, Yu +9 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Imbalanced Data Classification Techniques
  74. PAS: Data-Efficient Plug-and-Play Prompt Augmentation System
    2024/07/08 by Miao Zheng, Zheng, Miao, Liang Hao +35 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #ECG Monitoring and Analysis #Embedded Systems Design Techniques #FOS: Computer and information sciences
  75. Training-free Heterogeneous Graph Condensation via Data Selection
    2024/12/20 by Yuxuan Liang, Liang, Yuxuan, Wentao Zhang +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Thinking Short and Right Over Thinking Long: Serving LLM Reasoning Efficiently and Accurately
    2025/05/19 by Yuhang Wang, Wang, Yuhang, Jiang, Youhe +4 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  77. QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization
    2026/07/23 by Siwei Chen, Siqi Chen, Xupeng Miao +1
    Computer Science · #cs.AI