Jingwen Leng
- SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
2022/02/14 by Cong Guo, Guo, Cong, Yuxian Qiu +15 · 6 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dual-side Sparse Tensor Core
2021/05/20 by Yang Wang, Chen Zhang, Wang, Yang +9 · 5 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- Cicero: Addressing Algorithmic and Architectural Bottlenecks in Neural Rendering by Radiance Warping and Memory Optimizations
2024/04/18 by Yu Feng, Zihan Liu, Feng, Yu +7 · 10 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity
2020/08/29 by Cong Guo, Guo, Cong, Bo Yang Hsueh +17 · 5 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type
2025/02/26 by Weiming Hu, Haoyan Zhang, Hu, Weiming +16 · 7 citations
Computer Science · #Advanced Neural Network Applications #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques
- Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection
2021/09/08 by Shulai Zhang, Zhang, Shulai, Zirui Li +9 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
2023/12/04 by Zihan Liu, Liu, Zihan, Wentao Ni +15 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
- Accelerating Sparse DNNs Based on Tiled GEMM
2024/02/16 by Cong Guo, Fengchen Xue, Guo, Cong +13 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
- GPU-Tile-Sim: A Tile-Centric GPU Simulation Framework for LLM Hardware-Software Co-Design
2026/07/13 by Yitong Ding, Jiawei Huang, Renyang Guan +7 · 1 voice
Computer Science · #cs.DC
- Block-Skim: Efficient Question Answering for Transformer
2021/12/16 by Yue Guan, Guan, Yue, Zhengyi Li +9 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs
2023/05/27 by Yangjie Zhou, Yaoxu Song, Zhou, Yangjie +17 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #and Cluster Computing (cs.DC)
- Fovea Transformer: Efficient Long-Context Modeling with Structured Fine-to-Coarse Attention
2023/11/13 by Ziwei He, He, Ziwei, Jian Yuan +7 · 1 citation
Computer Science · Decision Sciences · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
- Voyager: Real-Time Splatting City-Scale Gaussians on Resource-Constrained Devices
2025/06/03 by Zheng Liu, He Zhu, Liu, Zheng +17 · 4 voices · 2 citations
#cs.GR
- TreeKV: Smooth Key-Value Cache Compression with Tree Structures
2025/01/09 by Ziwei He, Jian Yuan, He, Ziwei +7 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- ImaGen: A General Framework for Generating Memory- and Power-Efficient Image Processing Accelerators
2023/04/06 by Nisarg Ujjainkar, Ujjainkar, Nisarg, Jingwen Leng +3 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
- eLLM: Elastic Memory Management Framework for Efficient LLM Serving
2025/06/18 by Jie Xu, Xu, Jiale, Rui Zhang +23 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #and Cluster Computing (cs.DC)