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Cai, Han

  1. Once-for-All: Train One Network and Specialize it for Efficient Deployment
    2019/08/26 by Han Cai, Cai, Han, Chuang Gan +7 · 1 voice · 142 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG #stat.ML
  2. Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
    2025/08/21 by Yuxian Gu, Gu, Yuxian, Qinghao Hu +11 · 8 voices · 15 citations
    Computer Science · #cs.CL #cs.AI #cs.LG
  3. ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
    2018/12/02 by Han Cai, Cai, Han, Ligeng Zhu +3 · 280 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
  4. SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
    2024/10/14 by Enze Xie, Jun Song Chen, Junsong Chen +20 · 3 voices · 128 citations
    Computer Science · #cs.CV
  5. Efficient Architecture Search by Network Transformation
    2017/07/16 by Han Cai, Tianyao Chen, Cai, Han +7 · 95 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  6. Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
    2024/10/14 by Junyu Chen, Chen, Junyu, Han Cai +15 · 81 citations
    Computer Science · Medicine · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
  7. Product-based Neural Networks for User Response Prediction
    2016/11/01 by Qu, Yanru, Cai, Han, Ren, Kan +4 · 20 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  8. SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
    2025/01/30 by Enze Xie, Junsong Chen, Xie, Enze +24 · 91 citations
    Computer Science · Engineering · #Advanced Electrical Measurement Techniques #Blind Source Separation Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  9. DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
    2024/02/29 by Muyang Li, Li, Muyang, Tianle Cai +17 · 35 citations
    Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Statistical Methods and Inference
  10. HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
    2024/10/14 by Haotian Tang, Yunfeng Wu, Tang, Haotian +17 · 50 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  11. Long Text Generation via Adversarial Training with Leaked Information
    2017/09/24 by Jiaxian Guo, Sidi Lu, Guo, Jiaxian +9 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  12. Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    2025/02/03 by Haocheng Xi, Shuo Yang, Xi, Haocheng +24 · 68 citations
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  13. APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
    2020/06/15 by Tianzhe Wang, Wang, Tianzhe, Kuan Wang +9 · 18 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)
  14. MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence
    2017/12/02 by Zheng, Lianmin, Yang, Jiacheng, Cai, Han +3 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  15. EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction
    2022/05/29 by Han Cai, Cai, Han, Li, Junyan +3 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  16. A Construction of Maximally Recoverable Codes with Order-Optimal Field Size
    2020/11/27 by Han Cai, Cai, Han, Ying Miao +5 · 8 citations
    Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT)
  17. MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
    2021/10/28 by Ji Lin, Lin, Ji, Wei-Ming Chen +7 · 8 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
    2025/03/12 by Chen, Junsong, Xue, Shuchen, Zhao, Yuyang +6 · 31 citations
    #FOS: Computer and information sciences #Graphics (cs.GR)
  19. Large-scale Interactive Recommendation with Tree-structured Policy Gradient
    2018/11/14 by Haokun Chen, Chen, Haokun, Xinyi Dai +13 · 5 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Reinforcement Learning in Robotics
  20. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    2025/05/24 by Yang, Shuo, Xi, Haocheng, Zhao, Yilong +11 · 22 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Path-Level Network Transformation for Efficient Architecture Search
    2018/06/07 by Han Cai, Jiacheng Yang, Cai, Han +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training
    2024/10/25 by Haocheng Xi, Xi, Haocheng, Han Cai +11 · 8 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  23. Scaling Vision Pre-Training to 4K Resolution
    2025/03/25 by Shi, Baifeng, Li, Boyi, Cai, Han +8 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Network Augmentation for Tiny Deep Learning
    2021/10/17 by Han Cai, Chuang Gan, Cai, Han +5 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #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)
  25. SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
    2025/09/29 by Junsong Chen, Yuyang Zhao, Chen, Junsong +39 · 2 voices · 19 citations
    Computer Science · #Advanced Data Compression Techniques #Digital Filter Design and Implementation #Video Coding and Compression Technologies #cs.AI #cs.CV
  26. On Optimal Locally Repairable Codes with Super-Linear Length
    2018/12/31 by Han Cai, Ying Miao, Cai, Han +5 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT)
  27. TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning
    2020/07/22 by Cai, Han, Gan, Chuang, Zhu, Ligeng +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space
    2025/08/01 by Chen, Junyu, Zou, Dongyun, He, Wenkun +4 · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. MDS Generalized Convertible Code
    2024/07/19 by Songping Ge, Ge, Songping, Han Cai +3 · 3 citations
    Computer Science · #Coding theory and cryptography
  30. Optimal Locally Repairable Systematic Codes Based on Packings
    2016/07/06 by Han Cai, Minquan Cheng, Cai, Han +5 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cellular Automata and Applications #FOS: Computer and information sciences #Information Theory (cs.IT)
  31. EfficientViT-SAM: Accelerated Segment Anything Model Without Accuracy Loss
    2024/02/07 by Zhang, Zhuoyang, Cai, Han, Han, Song · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Optimal Locally Repairable Codes: An Improved Bound and Constructions
    2020/11/10 by Cai, Han, Fan, Cuiling, Miao, Ying +2 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  33. A New Cooperative Repair Scheme with k + 1 Helper Nodes for (n, k) Hadamard MSR codes with Small Sub-packetization
    2022/01/17 by Yajuan Liu, Liu, Yajuan, Han Cai +3 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Cooperative Communication and Network Coding #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT)
  34. Condition-Aware Neural Network for Controlled Image Generation
    2024/04/01 by Cai, Han, Li, Muyang, Zhang, Zhuoyang +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer
    2025/07/07 by Wu, Yecheng, Chen, Junyu, Zhang, Zhuoyang +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Optically Levitated Nanoparticles as Receiving Antennas for Low Frequency Wireless Communication
    2024/01/11 by Zhenhai Fu, Jinsheng Xu, Fu, Zhenhai +29 · 1 citation
    Engineering · #Advanced Photonic Communication Systems #Applied Physics (physics.app-ph) #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Optics (physics.optics)
  37. Locally Repairable Convertible Codes: Improved Lower Bound and General Construction
    2025/04/09 by Songping Ge, Ge, Songping, Han Cai +3 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #FOS: Computer and information sciences #Information Theory (cs.IT)
  38. Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs
    2025/05/26 by Hao Kang, Qingru Zhang, Kang, Hao +11 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #Semantic Web and Ontologies #and Cluster Computing (cs.DC)
  39. Design Automation for Efficient Deep Learning Computing
    2019/04/24 by Song Han, Han Cai, Han, Song +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification