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Yanzhi Wang

  1. Efficient Reasoning with Hidden Thinking
    2025/01/31 by Xuan Shen, Shen, Xuan, Yizhou Wang +12 · 11 voices · 14 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #AI-based Problem Solving and Planning #Logic, Reasoning, and Knowledge
  2. EfficientFormer: Vision Transformers at MobileNet Speed
    2022/06/02 by Yanyu Li, Li, Yanyu, Geng Yuan +13 · 23 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  3. Rethinking Vision Transformers for MobileNet Size and Speed
    2022/12/15 by Yanyu Li, Hu Ju, Li, Yanyu +12 · 15 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Advancing Model Pruning via Bi-level Optimization
    2022/10/08 by Yihua Zhang, Yuguang Yao, Zhang, Yihua +13 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  5. You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
    2022/11/21 by Shengkun Tang, Yaqing Wang, Tang, Shengkun +15 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  6. HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
    2022/11/15 by Peiyan Dong, Mengshu Sun, Dong, Peiyan +19 · 7 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  7. Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
    2018/03/20 by Zhe Li, Li, Zhe, Shuo Wang +9 · 1 voice
    Computer Science · #Neural Networks and Applications #Blind Source Separation Techniques #Neural Networks and Reservoir Computing
  8. SparCL: Sparse Continual Learning on the Edge
    2022/09/20 by Zifeng Wang, Zheng Zhan, Wang, Zifeng +16 · 5 citations
    Computer Science · #Artificial Intelligence (cs.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. YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
    2020/09/12 by Yuxuan Cai, Cai, Yuxuan, Hongjia Li +13 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  10. Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
    2021/08/18 by Zheng Zhan, Zhan, Zheng, Yifan Gong +21 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
  11. Experience-driven Networking: A Deep Reinforcement Learning based Approach
    2018/01/17 by Zhiyuan Xu, Jian Tang, Xu, Zhiyuan +11 · 5 citations
    Computer Science · Engineering · #Software-Defined Networks and 5G #Age of Information Optimization #Traffic control and management
  12. Structured Adversarial Attack: Towards General Implementation and Better Interpretability
    2018/08/05 by Kaidi Xu, Xu, Kaidi, Sijia Liu +15 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Quantum Neural Network Compression
    2022/07/04 by Zhirui Hu, Peiyan Dong, Hu, Zhirui +9 · 4 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Neural Networks and Applications
  14. Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
    2023/12/09 by Xuan Shen, Peiyan Dong, Shen, Xuan +13 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  15. DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
    2023/04/30 by Zifeng Wang, Wang, Zifeng, Zheng Zhan +11 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
    2024/12/13 by Yushu Wu, Wu, Yushu, Zhixing Zhang +24 · 7 citations
    Social Sciences · Computer Science · #Multimedia Communication and Technology #Interactive and Immersive Displays
  17. Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks
    2019/05/28 by Pu Zhao, Zhao, Pu, Siyue Wang +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Single-neuron projectomes of macaque prefrontal cortex reveal refined axon targeting and arborization
    2025/07/01 by Lingfeng Gou, Yanzhi Wang, Le Gao +25 · 1 voice · 9 citations
    Neuroscience · #Neural dynamics and brain function #Functional Brain Connectivity Studies #Neuroscience and Neuropharmacology Research
  19. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    2024/12/17 by Xuan Shen, Zhao Song, Shen, Xuan +27 · 7 citations
    Computer Science · #Neural Networks and Applications
  20. Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
    2022/11/19 by Zhenglun Kong, Haoyu Ma, Kong, Zhenglun +27 · 3 citations
    Engineering · Computer Science · #Advanced Image Fusion Techniques #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
  21. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
    2021/06/16 by Geng Yuan, Payman Behnam, Yuan, Geng +19 · 2 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
  22. Numerical Pruning for Efficient Autoregressive Models
    2024/12/17 by Shen, Xuan, Zhao Song, Song, Zhao +26 · 5 citations
    Computer Science · #Matrix Theory and Algorithms
  23. SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing
    2016/11/18 by Ao Ren, Ren, Ao, Ji Li +13 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #Error Correcting Code Techniques #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
  24. Squat: Quant Small Language Models on the Edge
    2024/02/16 by Xuan Shen, Shen, Xuan, Peiyan Dong +17 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  25. Rethinking Token Reduction for State Space Models
    2024/10/16 by Zheng Zhan, Zhan, Zheng, Yushu Wu +14 · 4 citations
    Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems #Simulation Techniques and Applications
  26. Efficient Training with Denoised Neural Weights
    2024/07/16 by Yifan Gong, Zheng Zhan, Gong, Yifan +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  27. Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training
    2022/09/22 by Geng Yuan, Yanyu Li, Yuan, Geng +13 · 2 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 #Machine Learning (cs.LG) #Machine Learning and ELM
  28. Search for Efficient Large Language Models
    2024/09/25 by Pu Zhao, Shen, Xuan, Zhao, Pu +16 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  29. Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
    2017/03/01 by Liang Zhao, Siyu Liao, Zhao, Liang +11 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Structural Health Monitoring Techniques
  30. DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework
    2018/03/14 by Zihao Liu, Liu, Zihao, Tao Liu +11 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques #Performance (cs.PF)
  31. Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems
    2018/02/02 by Ao Ren, Sijia Liu, Ren, Ao +9 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning and ELM #Neuroscience and Neural Engineering
  32. C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs
    2018/03/14 by Shuo Wang, Zhe Li, Wang, Shuo +11 · 1 citation
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  33. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
    2019/03/23 by Shaokai Ye, Ye, Shaokai, Xiaoyu Feng +26 · 1 citation
    Computer Science · #Advanced Neural Network Applications #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 #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
  34. Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
    2025/02/05 by Jun Liu, Tan, Qitao, Liu, Jun +8 · 5 citations
    Engineering · #Advanced Surface Polishing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG)
  35. AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
    2019/07/06 by Ning Liu, Xiaolong Ma, Liu, Ning +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  36. An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
    2020/01/20 by Xiaolong Ma, Wei Niu, Ma, Xiaolong +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
  37. Embedding Compression with Isotropic Iterative Quantization
    2020/01/11 by Siyu Liao, Jie Chen, Liao, Siyu +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  38. Taming Diffusion for Dataset Distillation with High Representativeness
    2025/05/23 by Lin Zhao, Zhao, Lin, Yu‐Shu Wu +12 · 5 citations
    Computer Science · #Neural Networks and Applications #Data Stream Mining Techniques
  39. Adversarial T-shirt! Evading Person Detectors in A Physical World
    2019/10/18 by Kaidi Xu, Xu, Kaidi, Gaoyuan Zhang +16 · 1 voice
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
  40. DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
    2025/05/17 by Xuan Shen, C. C. Han, Shen, Xuan +17 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
  41. Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
    2022/02/09 by Tianlong Chen, Xuxi Chen, Chen, Tianlong +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
  42. Pruning Adversarially Robust Neural Networks without Adversarial Examples
    2022/10/09 by Jian, Tong, Zifeng Wang, Wang, Zifeng +6 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors
    2022/11/22 by Sizhe Chen, Chen, Sizhe, Geng Yuan +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  44. AirNN: Over-the-Air Computation for Neural Networks via Reconfigurable Intelligent Surfaces
    2022/12/14 by Sara García Sánchez, Sara Garcia Sanchez, Guillem Reus-Muns +9 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Neural Networks and Reservoir Computing
  45. Brain Tumor Classification on MRI in Light of Molecular Markers
    2024/09/29 by Jun Liu, Liu, Jun, Geng Yuan +15 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
  46. VOTE: Vision-Language-Action Optimization with Trajectory Ensemble Voting
    2025/07/07 by Juyi Lin, Lin, Juyi, Amir Taherin +25 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  47. HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression
    2024/04/20 by Lei Lu, Lu, Lei, Yanyue Xie +9 · 1 citation
    Computer Science · Engineering · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Image Processing Techniques and Applications
  48. Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
    2022/05/12 by Nasim Soltani, Soltani, Nasim, Hai Cheng +23 · 1 citation
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Advanced Wireless Communication Techniques #PAPR reduction in OFDM
  49. Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training
    2025/04/28 by Qitao Tan, Tan, Qitao, Rui Xia +21 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Chaos-based Image/Signal Encryption #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Numerical Methods and Algorithms
  50. PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
    2020/02/11 by Zhanhong Tan, Jiebo Song, Tan, Zhanhong +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  51. An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks
    2018/04/09 by Pu Zhao, Zhao, Pu, Sijia Liu +5 · 2 citations
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science #Advanced Neural Network Applications
  52. InstructGIE: Towards Generalizable Image Editing
    2024/03/08 by Zichong Meng, Changdi Yang, Meng, Zichong +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  53. RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
    2025/08/06 by Jun Liu, Liu, Jun, Zhenglun Kong +26 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications