Brucek Khailany
Orcid: 0000-0002-7584-3489
According to our database1,
Brucek Khailany
authored at least 83 papers
between 1998 and 2024.
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Bibliography
2024
Revisiting VerilogEval: Newer LLMs, In-Context Learning, and Specification-to-RTL Tasks.
CoRR, 2024
VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool.
CoRR, 2024
PyHDL-Eval: An LLM Evaluation Framework for Hardware Design Using Python-Embedded DSLs.
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024
2023
IEEE Des. Test, February, 2023
A 95.6-TOPS/W Deep Learning Inference Accelerator With Per-Vector Scaled 4-bit Quantization in 5 nm.
IEEE J. Solid State Circuits, 2023
CoRR, 2023
NVCell 2: Routability-Driven Standard Cell Layout in Advanced Nodes with Lattice Graph Routability Model.
Proceedings of the 2023 International Symposium on Physical Design, 2023
Proceedings of the 2023 International Symposium on Physical Design, 2023
An Adversarial Active Sampling-Based Data Augmentation Framework for AI-Assisted Lithography Modeling.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
Invited Paper: VerilogEval: Evaluating Large Language Models for Verilog Code Generation.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
GenFuzz: GPU-accelerated Hardware Fuzzing using Genetic Algorithm with Multiple Inputs.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Late Breaking Results: Test Selection For RTL Coverage By Unsupervised Learning From Fast Functional Simulation.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
2022
LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update.
IEEE Trans. Computers, 2022
CoRR, 2022
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design.
CoRR, 2022
Large Scale Mask Optimization Via Convolutional Fourier Neural Operator and Litho-Guided Self Training.
CoRR, 2022
A 17-95.6 TOPS/W Deep Learning Inference Accelerator with Per-Vector Scaled 4-bit Quantization for Transformers in 5nm.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022
XT-PRAGGMA: Crosstalk Pessimism Reduction Achieved with GPU Gate-level Simulations and Machine Learning.
Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022
Proceedings of the ISPD 2022: International Symposium on Physical Design, Virtual Event, Canada, March 27, 2022
Proceedings of the 51st International Conference on Parallel Processing, 2022
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2021
DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021
NVCell: Standard Cell Layout in Advanced Technology Nodes with Reinforcement Learning.
CoRR, 2021
Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update.
CoRR, 2021
CoRR, 2021
VS-Quant: Per-vector Scaled Quantization for Accurate Low-Precision Neural Network Inference.
CoRR, 2021
Commun. ACM, 2021
VS-Quant: Per-vector Scaled Quantization for Accurate Low-Precision Neural Network Inference.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
IPA: Floorplan-Aware SystemC Interconnect Performance Modeling and Generation for HLS-based SoCs.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Parasitic-Aware Analog Circuit Sizing with Graph Neural Networks and Bayesian Optimization.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
2020
ABCDPlace: Accelerated Batch-Based Concurrent Detailed Placement on Multithreaded CPUs and GPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
A 0.32-128 TOPS, Scalable Multi-Chip-Module-Based Deep Neural Network Inference Accelerator With Ground-Referenced Signaling in 16 nm.
IEEE J. Solid State Circuits, 2020
Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
2019
A 0.11 pJ/Op, 0.32-128 TOPS, Scalable Multi-Chip-Module-based Deep Neural Network Accelerator with Ground-Reference Signaling in 16nm.
Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019
Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2019
Proceedings of the International Conference on Computer-Aided Design, 2019
A 0.11 PJ/OP, 0.32-128 Tops, Scalable Multi-Chip-Module-Based Deep Neural Network Accelerator Designed with A High-Productivity vlsi Methodology.
Proceedings of the 2019 IEEE Hot Chips 31 Symposium (HCS), 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
High Performance Graph Convolutional Networks with Applications in Testability Analysis.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the 25th IEEE International Symposium on Asynchronous Circuits and Systems, 2019
2018
Proceedings of the 2018 IEEE Symposium on VLSI Circuits, 2018
Proceedings of the 55th Annual Design Automation Conference, 2018
2017
Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017
2016
A real-time energy-efficient superpixel hardware accelerator for mobile computer vision applications.
Proceedings of the 53rd Annual Design Automation Conference, 2016
Modeling and Analysis of Power Supply Noise Tolerance with Fine-Grained GALS Adaptive Clocks.
Proceedings of the 22nd IEEE International Symposium on Asynchronous Circuits and Systems, 2016
2015
Proceedings of the 21st IEEE International Symposium on Asynchronous Circuits and Systems, 2015
2013
Proceedings of the 2013 IEEE International Conference on Microelectronic Systems Education, 2013
2012
Unifying Primary Cache, Scratch, and Register File Memories in a Throughput Processor.
Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012
2011
Proceedings of the Conference on High Performance Computing Networking, 2011
2008
IEEE J. Solid State Circuits, 2008
2004
Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004
2003
Proceedings of the Ninth International Symposium on High-Performance Computer Architecture (HPCA'03), 2003
2002
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002
Proceedings of the 20th International Conference on Computer Design (ICCD 2002), 2002
Proceedings of the 2002 ACM SIGGRAPH/EUROGRAPHICS Conference on Graphics Hardware, 2002
2001
2000
Proceedings of the 33rd Annual IEEE/ACM International Symposium on Microarchitecture, 2000
Proceedings of the Sixth International Symposium on High-Performance Computer Architecture, 2000
1998
Proceedings of the 31st Annual IEEE/ACM International Symposium on Microarchitecture, 1998