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Zhu, Ligeng

  1. Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
    2025/05/28 by Chengyue Wu, Hao Zhang, Wu, Chengyue +15 · 5 voices · 125 citations
    Computer Science · Social Sciences · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods
  2. Deep Leakage from Gradients
    2019/06/21 by Ligeng Zhu, Zhijian Liu, Zhu, Ligeng +3 · 76 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  3. SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
    2024/10/14 by Enze Xie, Jun Song Chen, Xie, Enze +20 · 3 voices · 75 citations
    Computer Science · #cs.CV
  4. ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
    2018/12/02 by Han Cai, Ligeng Zhu, Cai, Han +3 · 111 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
  5. LongVILA: Scaling Long-Context Visual Language Models for Long Videos
    2024/08/19 by Yukang Chen, Fuzhao Xue, Chen, Yukang +33 · 76 citations
    Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  6. VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
    2024/09/06 by Yunfeng Wu, Wu, Yecheng, Zhang, Zhuoyang +20 · 71 citations
    Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
  7. NVILA: Efficient Frontier Visual Language Models
    2024/12/05 by Zhijian Liu, Liu, Zhijian, Ligeng Zhu +52 · 2 voices · 56 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
  8. SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
    2025/01/30 by Xie, Enze, Chen, Junsong, Zhao, Yuyang +11 · 61 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. On-Device Training Under 256KB Memory
    2022/06/30 by Ji Lin, Ligeng Zhu, Lin, Ji +9 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  10. Scaling RL to Long Videos
    2025/07/10 by Yukang Chen, Wei Huang, Chen, Yukang +25 · 35 citations
    Computer Science · #Video Analysis and Summarization #Advanced Vision and Imaging
  11. COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training
    2024/10/25 by Xi, Haocheng, Cai, Han, Zhu, Ligeng +4 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. VILA2: VILA Augmented VILA
    2024/07/24 by Fang, Yunhao, Zhu, Ligeng, Lu, Yao +7 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. IOS: Inter-Operator Scheduler for CNN Acceleration
    2020/11/02 by Ding, Yaoyao, Zhu, Ligeng, Jia, Zhihao +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Wolf: Dense Video Captioning with a World Summarization Framework
    2024/07/26 by Boyi Li, Ligeng Zhu, Li, Boyi +40 · 4 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
  15. TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning
    2020/07/22 by Cai, Han, Gan, Chuang, Zhu, Ligeng +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
    2025/10/17 by Ye, Hanrong, Yang, Chao-Han Huck, Goel, Arushi +29 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
    2025/06/19 by Khaki, Samir, Li, Xiuyu, Guo, Junxian +7 · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Topic Modeling