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Khailany, Brucek

  1. ChipNeMo: Domain-Adapted LLMs for Chip Design
    2023/10/31 by Mingjie Liu, Teodor-Dumitru Ene, Liu, Mingjie +83 · 2 voices · 50 citations
    Computer Science · #Digital Rights Management and Security
  2. VerilogEval: Evaluating Large Language Models for Verilog Code Generation
    2023/09/14 by Mingjie Liu, Nathaniel Pinckney, Liu, Mingjie +5 · 76 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  3. SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
    2017/05/23 by Angshuman Parashar, Minsoo Rhu, Parashar, Angshuman +15 · 20 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Image Processing Techniques and Applications #Digital Media Forensic Detection
  4. Pretraining Large Language Models with NVFP4
    2025/09/29 by NVIDIA, Felix Abecassis, Anjulie Agrusa +189 · 4 voices · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  5. VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
    2024/08/15 by Chia-Tung Ho, Haoxing Ren, Ho, Chia-Tung +3 · 38 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. VS-Quant: Per-vector Scaled Quantization for Accurate Low-Precision Neural Network Inference
    2021/02/08 by Steve Dai, Rangharajan Venkatesan, Dai, Steve +9 · 13 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  7. Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation
    2024/08/20 by Nathaniel Pinckney, Pinckney, Nathaniel, Christopher Batten +7 · 26 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Topic Modeling
  8. Softermax: Hardware/Software Co-Design of an Efficient Softmax for\n Transformers
    2021/03/16 by Jacob R. Stevens, Stevens, Jacob R., Rangharajan Venkatesan +7 · 9 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  9. LNS-Madam: Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update
    2021/06/26 by Jiawei Zhao, Steve Dai, Zhao, Jiawei +16 · 1 voice · 2 citations
    Computer Science · #Cryptography and Residue Arithmetic #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques #cs.AR #cs.LG
  10. Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification
    2025/06/17 by Nathaniel Pinckney, Pinckney, Nathaniel, Chenhui Deng +13 · 2 voices · 8 citations
    Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AR #cs.LG
  11. ESPACE: Dimensionality Reduction of Activations for Model Compression
    2024/10/07 by Charbel Sakr, Brucek Khailany, Sakr, Charbel +1 · 6 citations
    Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Real-time simulation and control systems
  12. NVCell: Standard Cell Layout in Advanced Technology Nodes with Reinforcement Learning
    2021/07/09 by Haoxing Ren, Matthew Fojtik, Ren, Haoxing +3 · 2 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #VLSI and FPGA Design Techniques
  13. Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training
    2022/06/13 by Charbel Sakr, Sakr, Charbel, Steve Dai +9 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  14. Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training
    2022/07/08 by Yang, Haoyu, Li, Zongyi, Sastry, Kumara +5 · 1 citation
    #Artificial Intelligence (cs.AI) #B.7.2 #FOS: Computer and information sciences #J.6 #Machine Learning (cs.LG)
  15. GauRast: Enhancing GPU Triangle Rasterizers to Accelerate 3D Gaussian Splatting
    2025/03/20 by Li, Sixu, Keller, Ben, Lin, Yingyan Celine +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graphics (cs.GR) #Hardware Architecture (cs.AR)
  16. GPU-accelerated Effective Hamiltonian Calculator
    2024/11/15 by Chakraborty, Abhishek, Patti, Taylor L., Khailany, Brucek +2 · 2 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  17. HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression
    2022/11/30 by Jiaqi Gu, Gu, Jiaqi, Ben Keller +9 · 1 citation
    Computer Science · Mathematics · #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 #Tensor decomposition and applications
  18. MAVIREC: ML-Aided Vectored IR-DropEstimation and Classification
    2020/12/19 by Chhabria, Vidya A., Zhang, Yanqing, Ren, Haoxing +3 · 1 citation
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  19. SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity
    2025/01/26 by Zichen Fan, Fan, Zichen, Steve Dai +7 · 1 citation
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence
  20. BCQ: Block Clustered Quantization for 4-bit (W4A4) LLM Inference
    2025/02/07 by Elangovan, Reena, Sakr, Charbel, Raghunathan, Anand +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)