Xuan Shen
- 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
- Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
2023/12/09 by Xuan Shen, Peiyan Dong, Shen, Xuan +13 · 8 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
- LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
2024/12/17 by Xuan Shen, Shen, Xuan, Zhao Song +27 · 7 citations
Computer Science · #Neural Networks and Applications
- 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
- Squat: Quant Small Language Models on the Edge
2024/02/16 by Xuan Shen, Peiyan Dong, Shen, Xuan +17 · 4 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
- 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
- DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
2025/05/17 by Xuan Shen, Shen, Xuan, C. C. Han +17 · 5 citations
Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
- FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
2025/05/17 by Xuan Shen, Shen, Xuan, Wanjing Ma +23 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies