vix.ing · top · new · best · stats · spec

Mohamed S. Abdelfattah

  1. BRP-NAS: Prediction-based NAS using GCNs
    2020/07/16 by Łukasz Dudziak, Thomas Chau, Dudziak, Łukasz +9 · 14 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  2. Fine-Tuning GPT-5 for GPU Kernel Generation
    2026/02/11 by Ali Tehrani, Yahya Emara, Essam Wissam +4 · 2 voices · 1 citation
    #cs.DC #cs.AI #cs.LG
  3. Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
    2022/09/20 by Hongxiang Fan, Fan, Hongxiang, Thomas Chau +13 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Enhancement Techniques #Machine Learning (cs.LG)
  4. FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
    2025/05/27 by Zhanqiu Hu, Jian Meng, Hu, Zhanqiu +11 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. BitMoD: Bit-serial Mixture-of-Datatype LLM Acceleration
    2024/11/18 by Yuzong Chen, Ahmed F. AbouElhamayed, Chen, Yuzong +11 · 10 citations
    Computer Science · #Advanced Data Compression Techniques #Neural Networks and Applications #Algorithms and Data Compression
  6. ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes
    2021/06/04 by Dina Bashkirova, Bashkirova, Dina, Mohamed S. Abdelfattah +17 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
  7. Regression Language Models for Code
    2025/09/30 by Yash Akhauri, Akhauri, Yash, Xingyou Song +7 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Software Engineering (cs.SE) #cs.AI #cs.CL #cs.LG #cs.PF #cs.SE
  8. Zero-Cost Operation Scoring in Differentiable Architecture Search
    2021/06/12 by Lichuan Xiang, Xiang, Lichuan, Łukasz Dudziak +9 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  9. On Latency Predictors for Neural Architecture Search
    2024/03/04 by Yash Akhauri, Akhauri, Yash, Mohamed S. Abdelfattah +1 · 3 citations
    Computer Science · #Machine Learning and Data Classification #Advanced Image and Video Retrieval Techniques
  10. Performance Prediction for Large Systems via Text-to-Text Regression
    2025/06/26 by Yash Akhauri, Akhauri, Yash, Cheng-Hsi Lin +14 · 10 citations
    Computer Science · Materials Science · #Software System Performance and Reliability #Machine Learning in Materials Science #Distributed and Parallel Computing Systems
  11. Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
    2024/05/06 by Jordan Dotzel, Dotzel, Jordan, Chen, Yuzong +12 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  12. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware\n Accelerator
    2020/02/11 by Mohamed S. Abdelfattah, Łukasz Dudziak, Abdelfattah, Mohamed S. +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning and Data Classification #Signal Processing (eess.SP) #electronic engineering #information engineering
  13. Faster LLM Inference via Sequential Monte Carlo
    2026/04/17 by Yahya Emara, Mauricio Barba da Costa, Chi-Chih Chang +4 · 1 voice
    Computer Science · #cs.LG #cs.CL
  14. ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture
    2022/11/19 by Youssef Mohamed, Mohamed S. Abdelfattah, Mohamed, Youssef +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Cancer-related molecular mechanisms research
  15. M4BRAM: Mixed-Precision Matrix-Matrix Multiplication in FPGA Block RAMs
    2023/11/05 by Yuzong Chen, Chen, Yuzong, Jordan Dotzel +3 · 1 citation
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  16. RaZeR: Pushing the Limits of NVFP4 Quantization with Redundant Zero Remapping
    2025/01/06 by Xilai Dai, Chen, Yuzong, Dai, Xilai +10 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  17. Kratos: An FPGA Benchmark for Unrolled DNNs with Fine-Grained Sparsity and Mixed Precision
    2024/07/08 by Xilai Dai, Yuzong Chen, Dai, Xilai +3 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR)
  18. SplitReason: Learning To Offload Reasoning
    2025/04/23 by Yash Akhauri, Akhauri, Yash, Anthony Fei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  19. Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
    2023/06/04 by Yash Akhauri, Mohamed S. Abdelfattah, Akhauri, Yash +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Performance (cs.PF)
  20. Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding
    2025/12/01 by Yilong Zhao, Zhao, Yilong, Jiaming Tang +21 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  21. SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs
    2025/02/18 by Ahmed F. AbouElhamayed, AbouElhamayed, Ahmed F., Jordan Dotzel +15 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF)