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Yang, Ling

  1. Diffusion Models: A Comprehensive Survey of Methods and Applications
    2022/09/02 by L. Yang, Zhilong Zhang, Yang, Ling +8 · 134 citations
    Mathematics · #Mathematical Biology Tumor Growth
  2. 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 · 36 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
  3. Retrieval-Augmented Generation for AI-Generated Content: A Survey
    2024/02/29 by Penghao Zhao, Zhao, Penghao, Hailin Zhang +18 · 3 voices · 56 citations
    Computer Science · #cs.CV
  4. MMaDA: Multimodal Large Diffusion Language Models
    2025/05/21 by Yang, Ling, Tian, Ye, Li, Bowen +4 · 85 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Consistency Flow Matching: Defining Straight Flows with Velocity Consistency
    2024/07/02 by Ling Yang, Zixiang Zhang, Yang, Ling +15 · 28 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
  6. Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
    2025/05/26 by J. F. Qiu, Qiu, Jiahao, Qi Xuan +33 · 49 citations
    Computer Science · #Evolutionary Algorithms and Applications
  7. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
    2024/06/06 by Ling Yang, Zhaochen Yu, Yang, Ling +13 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  8. Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer
    2022/05/20 by Wenrui Zhang, L. Yang, Zhang, Wenrui +5 · 9 citations
    Computer Science · #Time Series Analysis and Forecasting #Video Surveillance and Tracking Methods #Gaussian Processes and Bayesian Inference
  9. A Survey of Multimodal Large Language Model from A Data-centric Perspective
    2024/05/26 by Tianyi Bai, Hao Liang, Bai, Tianyi +22 · 13 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  10. EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
    2024/05/23 by L. Yang, Yang, Ling, Bohan Zeng +11 · 12 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Scientific Computing and Data Management #Distributed and Parallel Computing Systems
  11. Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
    2022/02/08 by Yang, Ling, Hong, Shenda · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Improving Diffusion-Based Image Synthesis with Context Prediction
    2024/01/04 by L. Yang, Ling Yang, Yang, Ling +14 · 1 voice · 4 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
  13. Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow
    2024/10/09 by Wang, Fu-Yun, Yang, Ling, Huang, Zhaoyang +2 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
    2024/10/18 by Jiahao Qiu, Qiu, Jiahao, Yifu Lu +15 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Time Series Analysis and Forecasting
  15. DPGN: Distribution Propagation Graph Network for Few-shot Learning
    2020/03/31 by L. Yang, Liangliang Li, Yang, Ling +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  16. VideoTetris: Towards Compositional Text-to-Video Generation
    2024/06/06 by Tian, Ye, Yang, Ling, Yang, Haotian +9 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
    2023/08/04 by Yang, Ling, Tian, Ye, Xu, Minkai +7 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Latent Collaboration in Multi-Agent Systems
    2025/11/25 by Jiaru Zou, Zou, Jiaru, Ruizhong Qiu +23 · 4 voices · 3 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  19. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    2024/10/11 by Ling Yang, Yang, Ling, Zhaochen Yu +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
    2024/10/09 by Xinchen Zhang, Zhang, Xinchen, Ling Yang +16 · 1 voice · 4 citations
    Computer Science · #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling #cs.CV
  21. RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
    2024/02/20 by Xinchen Zhang, Zhang, Xinchen, Ling Yang +18 · 7 citations
    Computer Science · #Image Retrieval and Classification Techniques
  22. ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
    2025/02/10 by Ling Yang, Yang, Ling, Zhaochen Yu +5 · 13 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
  23. DSTP-RNN: a dual-stage two-phase attention-based recurrent neural networks for long-term and multivariate time series prediction
    2019/04/16 by Liu, Yeqi, Gong, Chuanyang, Yang, Ling +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training
    2022/11/21 by Yang, Ling, Huang, Zhilin, Song, Yang +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
    2024/12/05 by Jinbin Bai, Bai, Jinbin, Wei Chow +11 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  26. Distribution-Aware Data Expansion with Diffusion Models
    2024/03/11 by Haowei Zhu, Ling Yang, Zhu, Haowei +8 · 6 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Data Management and Algorithms
  27. Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning
    2025/06/03 by Wang, Yinjie, Ling Yang, Yang, Ling +6 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Testing and Debugging Techniques
  28. Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
    2024/10/10 by Tianyi Bai, Bai, Tianyi, Ling Yang +19 · 7 citations
    Computer Science · Engineering · Mathematics · #Computation and Language (cs.CL) #Engineering and Information Technology #FOS: Computer and information sciences #Manufacturing Process and Optimization #Modeling, Simulation, and Optimization
  29. ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
    2025/06/23 by Zou, Jiaru, Yang, Ling, Gu, Jingwen +4 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Dirichlet boundary values on Euclidean balls with infinitely many solutions for the minimal surface system
    2019/05/21 by Xu, Xiaowei, Yang, Ling, Zhang, Yongsheng · 2 citations
    #Analysis of PDEs (math.AP) #Differential Geometry (math.DG) #FOS: Mathematics
  31. ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
    2025/02/06 by Yinjie Wang, Ling Yang, Wang, Yinjie +7 · 7 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Scientific Computing and Data Management #Semantic Web and Ontologies
  32. Motion-aware Latent Diffusion Models for Video Frame Interpolation
    2024/04/21 by Huang, Zhilin, Yu, Yijie, Yang, Ling +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Injectivity radius and Cartan polyhedron for simply connected symmetric spaces
    2006/09/22 by Yang, Ling · 1 citation
    #53C35 #Differential Geometry (math.DG) #FOS: Mathematics
  34. AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes
    2025/06/17 by Qiu, Jiahao, Juan, Xinzhe, Wang, Yimin +11 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  35. Trans4D: Realistic Geometry-Aware Transition for Compositional Text-to-4D Synthesis
    2024/10/09 by Zeng, Bohan, Yang, Ling, Li, Siyu +9 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Retrieval-Augmented Diffusion Models for Time Series Forecasting
    2024/10/24 by Liu, Jingwei, Yang, Ling, Li, Hongyan +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning
    2025/05/21 by Jinyang Wu, Chan-Yu Liao, Wu, Jinyang +13 · 9 citations
    Decision Sciences · #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
    2025/09/08 by Wang, Yinjie, Ling Yang, Yang, Ling +8 · 18 citations
    Computer Science · #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  39. Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion
    2024/12/04 by Zhang, Shengyuan, Zhao, An, Yang, Ling +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
    2023/10/09 by Zeng, Bohan, Li, Shanglin, Feng, Yutang +9 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Training-free Diffusion Acceleration with Bottleneck Sampling
    2025/03/24 by Ye Tian, Tian, Ye, Xin Xia +14 · 4 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nuclear reactor physics and engineering
  42. WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes
    2025/03/17 by Yang, Ling, Zhu, Kaixin, Tian, Juanxi +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
    2025/02/17 by Ling Yang, Yang, Ling, Xinchen Zhang +10 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  44. LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations
    2024/12/11 by Li, Zejian, Meng, Chenye, Li, Yize +9 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
    2025/04/13 by Qiu, Jiahao, He, Yinghui, Juan, Xinzhe +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  46. Semantic Score Distillation Sampling for Compositional Text-to-3D Generation
    2024/10/11 by L. Yang, Zixiang Zhang, Yang, Ling +11 · 2 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction
  47. Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization
    2023/06/28 by Ling Yang, Jiayi Zheng, Yang, Ling +13 · 1 citation
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Text and Document Classification Technologies
  48. Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
    2025/05/22 by Zou, Jiaru, Ban, Yikun, Li, Zihao +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion
    2025/04/15 by An Zhao, Shengyuan Zhang, Zhao, An +14 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
  50. Contextualized Diffusion Models for Text-Guided Image and Video Generation
    2024/02/26 by Ling Yang, Yang, Ling, Zhilong Zhang +11 · 1 citation
    Arts and Humanities · Engineering · #Digital Humanities and Scholarship #Human Motion and Animation #3D Modeling in Geospatial Applications
  51. Structure-Guided Adversarial Training of Diffusion Models
    2024/02/27 by L. Yang, Yang, Ling, Haotian Qian +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning
  52. Generative Universal Verifier as Multimodal Meta-Reasoner
    2025/10/15 by Xinchen Zhang, Xiaoying Zhang, Zhang, Xinchen +13 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  53. Binding-Adaptive Diffusion Models for Structure-Based Drug Design
    2024/01/15 by Zhilin Huang, Huang, Zhilin, L. Yang +15 · 2 citations
    Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Innovative Microfluidic and Catalytic Techniques Innovation #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
  54. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  55. Demystifying Reinforcement Learning in Agentic Reasoning
    2025/10/13 by Yu, Zhaochen, Yang, Ling, Zou, Jiaru +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Training-free Heterogeneous Graph Condensation via Data Selection
    2024/12/20 by Liang, Yuxuan, Zhang, Wentao, Gao, Xinyi +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. Temporal Consistency for LLM Reasoning Process Error Identification
    2025/03/18 by Guo, Jiacheng, Wu, Yue, Qiu, Jiahao +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening
    2025/02/17 by Ye Tian, Tian, Ye, Ling Yang +9 · 1 citation
    Physics and Astronomy · #Model Reduction and Neural Networks
  59. BRepFormer: Transformer-Based B-rep Geometric Feature Recognition
    2025/04/10 by Yuan Dai, Xiaoshui Huang, Dai, Yongkang +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques