Wen‐mei Hwu

1. PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference
   2019/01/29 by Aayush Ankit, Ankit, Aayush, Izzat El Hajj +19 · 12 citations
   Engineering · Materials Science · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning in Materials Science
2. DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator
   2020/08/28 by Xiaofan Zhang, Hanchen Ye, Zhang, Xiaofan +11 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
3. PANTHER: A Programmable Architecture for Neural Network Training\n Harnessing Energy-efficient ReRAM
   2019/12/24 by Aayush Ankit, Ankit, Aayush, Izzat El Hajj +17 · 4 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
4. Understanding Jargon: Combining Extraction and Generation for Definition Modeling
   2021/11/14 by Jie Huang, Hanyin Shao, Huang, Jie +7 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
   2020/03/18 by Zhonghao Wang, Wang, Zhonghao, Mo Yu +13 · 3 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
6. SPGNet: Semantic Prediction Guidance for Scene Parsing
   2019/08/26 by Bowen Cheng, Liang-Chieh Chen, Cheng, Bowen +14 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
7. Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus
   2019/03/26 by Hongyu Gong, Suma Bhat, Gong, Hongyu +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
8. EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions
   2020/05/06 by Yuhong Li, Li, Yuhong, Cong Hao +13 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
9. HiCCL: A Hierarchical Collective Communication Library
   2024/08/12 by Mert Hidayetoğlu, Simon Garcia de Gonzalo, Hidayetoglu, Mert +11 · 3 citations
   Social Sciences · #Distributed #FOS: Computer and information sciences #Multimedia Communication and Technology #Parallel #and Cluster Computing (cs.DC)
10. A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications
    2019/06/22 by Omer Anjum, Wen‐mei Hwu, Anjum, Omer +3 · 1 citation
    Decision Sciences · Materials Science · Computer Science · #Scientific Computing and Data Management #Machine Learning in Materials Science #Software Engineering Research
11. PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space
    2019/09/25 by Omer Anjum, Anjum, Omer, Hongyu Gong +7 · 1 citation
    Computer Science · Social Sciences · #Expert finding and Q&A systems #Topic Modeling #Wikis in Education and Collaboration
12. Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses
    2023/06/28 by Jeongmin Park, Vikram Sharma Mailthody, Park, Jeongmin Brian +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
13. TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes
    2020/12/28 by Carl Pearson, Kun Wu, Pearson, Carl +7 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
14. Large Graph Convolutional Network Training with GPU-Oriented Data\n Communication Architecture
    2021/03/04 by Seungwon Min, Min, Seung Won, Wu Kun +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
15. Can Language Models Be Specific? How?
    2022/10/11 by Jie Huang, Huang, Jie, Kevin Chen–Chuan Chang +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
16. Five-Minute Rule 40 Years Later: A First-Principles Revisit for Modern Memory Hierarchy
    2025/11/06 by Tong Zhang, Vikram Sharma Mailthody, Zhang, Tong +18 · 1 voice
    Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #cs.AR
17. Frustrated with Replicating Claims of a Shared Model? A Solution
    2018/11/24 by Abdul Dakkak, Dakkak, Abdul, Cheng Li +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification