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Yang You

  1. Neural Network Diffusion
    2024/02/20 by Kai Wang, Wang, Kai, Dongwen Tang +17 · 1 voice · 6 citations
    #cs.LG #cs.CV
  2. Open-Sora: Democratizing Efficient Video Production for All
    2024/12/29 by Z. Zheng, Xiangyu Peng, Zheng, Zangwei +14 · 157 citations
    Environmental Science · #Urban Planning and Valuation
  3. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
    2019/04/01 by Yang You, You, Yang, Jing Li +17 · 46 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  4. Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training
    2021/10/28 by Hongxin Liu, Li, Shenggui, Liu, Hongxin +10 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Neural Network Applications
  5. Sequence Parallelism: Long Sequence Training from System Perspective
    2021/05/26 by Shenggui Li, Li, Shenggui, Fuzhao Xue +7 · 16 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  6. Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline
    2023/05/22 by Zangwei Zheng, Xiaozhe Ren, Zheng, Zangwei +9 · 19 citations
    Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
  7. Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond
    2024/05/06 by Zheng Zhu, Xiaofeng Wang, Zhu, Zheng +32 · 23 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
  8. Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models
    2023/03/12 by Zangwei Zheng, Zheng, Zangwei, Mingyuan Ma +9 · 14 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. Real-Time Video Generation with Pyramid Attention Broadcast
    2024/08/22 by Xinrong Zhao, Zhao, Xuanlei, Xiaolong Jin +5 · 23 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Parallel #Video Coding and Compression Technologies #and Cluster Computing (cs.DC)
  10. RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents
    2024/02/06 by Tomoyuki Kagaya, Thong Jing Yuan, Kagaya, Tomoyuki +15 · 19 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  11. Region-Adaptive Sampling for Diffusion Transformers
    2025/02/14 by Ziming Liu, Yifan Yang, Liu, Ziming +11 · 1 voice · 10 citations
    Computer Science · #Blind Source Separation Techniques #cs.AI #cs.CV
  12. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    2024/02/03 by Cunxiao Du, Du, Cunxiao, Jing Jiang +19 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Cellular Automata and Applications #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences
  13. To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
    2023/05/22 by Fuzhao Xue, Xue, Fuzhao, Yao Fu +7 · 10 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 #Speech Recognition and Synthesis #Topic Modeling
  14. MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
    2024/06/03 by Jinjie Ni, Ni, Jinjie, Fuzhao Xue +13 · 14 citations
    Computer Science · Business, Management and Accounting · #Statistical and Computational Modeling #Business Process Modeling and Analysis #Digital Rights Management and Security
  15. A stabilized conforming nodal integration for Galerkin mesh-free methods
    2000/01/01 by Jiun-Shyan Chen, Jiun‐Shyan Chen, Cheng-Tang Wu +3 · 4 citations
    Engineering · #Numerical methods in engineering #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods
  16. DREAM: Efficient Dataset Distillation by Representative Matching
    2023/02/28 by Yanqing Liu, Jianyang Gu, Liu, Yanqing +9 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  17. Dataset Quantization
    2023/08/21 by Daquan Zhou, Kai Wang, Zhou, Daquan +13 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  18. Skeleton Merger: an Unsupervised Aligned Keypoint Detector
    2021/03/19 by Ruoxi Shi, Zhengrong Xue, Shi, Ruoxi +5 · 5 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  19. A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs
    2024/12/04 by Wangbo Zhao, Yizeng Han, Zhao, Wangbo +13 · 12 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics
  20. Summarizing Stream Data for Memory-Constrained Online Continual Learning
    2023/05/26 by Jianyang Gu, Kai Wang, Gu, Jianyang +5 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Image Enhancement Techniques
  21. Does Graph Distillation See Like Vision Dataset Counterpart?
    2023/10/13 by Beining Yang, Yang, Beining, Kai Wang +13 · 6 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Graph Neural Networks #Data Quality and Management #Complex Network Analysis Techniques
  22. CAME: Confidence-guided Adaptive Memory Efficient Optimization
    2023/07/05 by Yang Luo, Xiaozhe Ren, Luo, Yang +9 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
  23. MReD: A Meta-Review Dataset for Structure-Controllable Text Generation
    2021/10/14 by Chenhui Shen, Shen, Chenhui, Liying Cheng +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  24. Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
    2024/02/24 by Yong Liu, Liu, Yong, Zirui Zhu +9 · 6 citations
    Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gyrotron and Vacuum Electronics Research #Machine Learning (cs.LG) #Particle accelerators and beam dynamics
  25. Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution
    2018/11/23 by Yang You, You, Yang, Yujing Lou +11 · 5 citations
    Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Robotics and Sensor-Based Localization
  26. DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
    2023/09/10 by Zelin Zang, Zang, Zelin, Hao Luo +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cancer-related molecular mechanisms research #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
  27. SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
    2023/10/25 by Qianxu Wang, Haotong Zhang, Wang, Qianxu +11 · 4 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Robot Manipulation and Learning #Image Processing Techniques and Applications
  28. DiM: Distilling Dataset into Generative Model
    2023/03/08 by Kai Wang, Jianyang Gu, Wang, Kai +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  29. MLLMs-Augmented Visual-Language Representation Learning
    2023/11/30 by Yanqing Liu, Liu, Yanqing, Kai Wang +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  30. RPMArt: Towards Robust Perception and Manipulation for Articulated Objects
    2024/03/24 by Junbo Wang, Wenhai Liu, Wang, Junbo +11 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Robotics (cs.RO)
  31. Maximizing Parallelism in Distributed Training for Huge Neural Networks
    2021/05/30 by Zhengda Bian, Qifan Xu, Bian, Zhengda +5 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Topic Modeling #and Cluster Computing (cs.DC)
  32. A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
    2024/05/27 by Kai Wang, Mingjia Shi, Wang, Kai +14 · 4 citations
    Physics and Astronomy · #Model Reduction and Neural Networks
  33. One Student Knows All Experts Know: From Sparse to Dense
    2022/01/26 by Fuzhao Xue, Xue, Fuzhao, Xiaoxin He +7 · 2 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  34. Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1\n Accuracy in One Hour
    2020/10/30 by Arissa Wongpanich, Hieu Pham, Wongpanich, Arissa +12 · 1 voice
    Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.CV #cs.DC #cs.LG
  35. Crafting Better Contrastive Views for Siamese Representation Learning
    2022/02/07 by Xiangyu Peng, Peng, Xiangyu, Kai Wang +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios
    2024/10/22 by Kai Wang, Zekai Li, Wang, Kai +15 · 4 citations
    Engineering · Computer Science · #Advanced Data Processing Techniques #Data Stream Mining Techniques #Fuzzy Logic and Control Systems
  37. AutoInspect: Towards Long-Term Autonomous Industrial Inspection
    2024/04/19 by Michal Staniaszek, Staniaszek, Michal, Tobit Flatscher +15 · 3 citations
    Engineering · #Industrial Vision Systems and Defect Detection
  38. Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning
    2024/11/29 by Yang You, Yixin Li, You, Yang +7 · 1 voice · 2 citations
    #cs.CV
  39. An Efficient Training Approach for Very Large Scale Face Recognition
    2021/05/21 by Kai Wang, Wang, Kai, Shuo Wang +15 · 1 citation
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Biometric Identification and Security
  40. Cross-token Modeling with Conditional Computation
    2021/09/05 by Yuxuan Lou, Lou, Yuxuan, Fuzhao Xue +5 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. Conditional LoRA Parameter Generation
    2024/08/02 by Xiaolong Jin, Kai Wang, Jin, Xiaolong +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
  42. SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs
    2025/01/16 by Anbang Ye, Qing Ma, Ye, Anbang +16 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  43. Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models
    2023/02/06 by Yuliang Liu, Shenggui Li, Liu, Yuliang +8 · 1 citation
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Age of Information Optimization
  44. MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs
    2023/01/01 by Huaizheng Zhang, Yuanming Li, Zhang, Huaizheng +17 · 1 citation
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Performance (cs.PF) #Stochastic Gradient Optimization Techniques
  45. Can a large language model be a gaslighter?
    2024/10/11 by Wei Li, Li, Wei, Luyao Zhu +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  46. Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training
    2024/12/17 by Mingjia Shi, Shi, Mingjia, Yuhao Zhou +18 · 2 citations
    Engineering · #68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2 #Medical Imaging and Analysis
  47. Transforming the Use of Earth Observation Data: Exascale Training of a Generative Compression Model with Historical Priors for up to 10,000x Data Reduction
    2026/05/09 by Jinxiao Zhang, Runmin Dong, Xiyong Wu +14 · 2 voices
    Computer Science · #cs.DC #cs.CV
  48. DREAM+: Efficient Dataset Distillation by Bidirectional Representative Matching
    2023/10/23 by Yanqing Liu, Liu, Yanqing, Jianyang Gu +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  49. Monte-Carlo Search for an Equilibrium in Dec-POMDPs
    2023/05/19 by Yang You, Vincent Thomas, You, Yang +5 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Simulation Techniques and Applications
  50. HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices
    2024/03/02 by Xuanlei Zhao, Bin Jia, Zhao, Xuanlei +9 · 1 citation
    Computer Science · #Topic Modeling
  51. StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
    2024/06/30 by Liu Ziming, Shaoyu Wang, Liu, Ziming +12 · 1 citation
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Gamma-ray bursts and supernovae #Magnetic confinement fusion research #Parallel #and Cluster Computing (cs.DC)
  52. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality
    2024/06/13 by Tianle Zhang, Langtian Ma, Zhang, Tianle +21 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #User Authentication and Security Systems
  53. How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?
    2024/04/19 by Yang Luo, Luo, Yang, Zangwei Zheng +5 · 1 citation
    Arts and Humanities · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EFL/ESL Teaching and Learning #Educational Strategies and Epistemologies #FOS: Computer and information sciences #Second Language Acquisition and Learning
  54. Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving
    2025/09/22 by Ziming Liu, Boyu Tian, Liu, Ziming +33 · 3 citations
    Computer Science · Social Sciences · #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing #Access Control and Trust
  55. Neural-Driven Image Editing
    2025/07/07 by Pengfei Zhou, Jie Xia, Zhou, Pengfei +33 · 1 voice · 2 citations
    Computer Science · Neuroscience · #EEG and Brain-Computer Interfaces #Face Recognition and Perception #Multimodal Machine Learning Applications #cs.CV
  56. Boosting LLM via Learning from Data Iteratively and Selectively
    2024/12/23 by Qi Jia, Siyu Ren, Jia, Qi +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  57. FOCUS: Efficient Keyframe Selection for Long Video Understanding
    2025/10/31 by Zirui Zhu, Zhu, Zirui, Hailun Xu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  58. MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams
    2025/08/09 by Pengfei Zhou, Zhou, Pengfei, Fanrui Zhang +37 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
  59. ARCH: Hierarchical Hybrid Learning for Long-Horizon Contact-Rich Robotic Assembly
    2024/09/24 by Jiankai Sun, Sun, Jiankai, Aidan Curtis +17 · 1 citation
    Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning #Robotics (cs.RO)