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Gu-Yeon Wei

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

102

Venues

26

Active years

1996–2026

Best venue rank

A*

Where they publish

Papers

102 indexed papers, newest first.

YearVenueTitleAuthors
2026DATEDreamRAM: A Fine-Grained Configurable Design Space Modeling Tool for Custom 3D Die-Stacked DRAM.Victor Cai, Jennifer Zhou, David Brooks, Gu-Yeon Wei
2026HPCARPU - A Reasoning Processing Unit.Matthew Joseph Adiletta, Gu-Yeon Wei, David Brooks
2026ISCARHODES: Robust Optimization for Uncertainty-Aware Design of COMariam Elgamal, Abdulrahman Mahmoud, Gu-Yeon Wei, David Brooks, Gage Hills
2026ISPASSThe xPU-athalon: Quantifying the Competition of AI Acceleration.Alicia Golden, Carole-Jean Wu, Gu-Yeon Wei, David Brooks
2025DATEPFASware: Quantifying the Environmental Impact of Per- and Polyfluoroalkyl Substances (PFAS) in Computing Systems.Mariam Elgamal, Abdulrahman Mahmoud, Gu-Yeon Wei, David Brooks, Gage Hills
2025HPCACORDOBA: Carbon-Efficient Optimization Framework for Computing Systems.Mariam Elgamal, Doug Carmean, Elnaz Ansari, Okay Zed, Ramesh Peri, Srilatha Manne, Udit Gupta, Gu-Yeon Wei, David Brooks, Gage Hills, Carole-Jean Wu
2024ASPLOSGPU-based Private Information Retrieval for On-Device Machine Learning Inference.Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh
2024HPCACAMEL: Co-Designing AI Models and eDRAMs for Efficient On-Device Learning.Sai Qian Zhang, Thierry Tambe, Nestor Cuevas, Gu-Yeon Wei, David Brooks
2024ICLRGuess & Sketch: Language Model Guided Transpilation.Celine Lee, Abdulrahman Mahmoud, Michal Kurek, Simone Campanoni, David Brooks, Stephen Chong, Gu-Yeon Wei, Alexander M. Rush
2024ISCABlitzCoin: Fully Decentralized Hardware Power Management for Accelerator-Rich SoCs.Martin Cochet, Karthik Swaminathan, Erik Jens Loscalzo, Joseph Zuckerman, Maico Cassel dos Santos, Davide Giri, Alper Buyuktosunoglu, Tianyu Jia, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
2024ISCAMAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems.Samuel Hsia, Alicia Golden, Bilge Acun, Newsha Ardalani, Zachary DeVito, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
2024ISLPEDJointNF: Enhancing DNN Performance through Adaptive N: M Pruning across both Weight and Activation.Sai Qian Zhang, Thierry Tambe, Gu-Yeon Wei, David Brooks
2024ISPASSGenerative AI Beyond LLMs: System Implications of Multi-Modal Generation.Alicia Golden, Samuel Hsia, Fei Sun, Bilge Acun, Basil Hosmer, Yejin Lee, Zachary DeVito, Jeff Johnson, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
2023ASPLOSMP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation.Samuel Hsia, Udit Gupta, Bilge Acun, Newsha Ardalani, Pan Zhong, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
2023DATEMAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles.Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2023ISPASSCharacterizing the Scalability of Graph Convolutional Networks on IntelMatthew Joseph Adiletta, Jesmin Jahan Tithi, Emmanouil-Ioannis Farsarakis, Gerasimos Gerogiannis, Robert Adolf, Robert Benke, Sidharth Kashyap, Samuel Hsia, Kartik Lakhotia, Fabrizio Petrini, Gu-Yeon Wei, David Brooks
2023ISPASSIs the Future Cold or Tall? Design Space Exploration of Cryogenic and 3D Embedded Cache Memory.Alexander Hankin, Lillian Pentecost, Dongmoon Min, David Brooks, Gu-Yeon Wei
2022DACA joint management middleware to improve training performance of deep recommendation systems with SSDs.Chun-Feng Wu, Carole-Jean Wu, Gu-Yeon Wei, David Brooks
2022DATEOMU: A Probabilistic 3D Occupancy Mapping Accelerator for Real-time OctoMap at the Edge.Tianyu Jia, En-Yu Yang, Yu-Shun Hsiao, Jonathan J. Cruz, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi
2022DSNGoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators.Abdulrahman Mahmoud, Thierry Tambe, Tarek Aloui, David Brooks, Gu-Yeon Wei
2022HPCACoopMC: Algorithm-Architecture Co-Optimization for Markov Chain Monte Carlo Accelerators.Yuji Chai, Glenn G. Ko, Wei-Te Mark Ting, Luke Bailey, David Brooks, Gu-Yeon Wei
2022HPCANVMExplorer: A Framework for Cross-Stack Comparisons of Embedded Non-Volatile Memories.Lillian Pentecost, Alexander Hankin, Marco Donato, Mark Hempstead, Gu-Yeon Wei, David Brooks
2022ICCADA Scalable Methodology for Agile Chip Development with Open-Source Hardware Components.Maico Cassel dos Santos, Tianyu Jia, Martin Cochet, Karthik Swaminathan, Joseph Zuckerman, Paolo Mantovani, Davide Giri, Jeff Jun Zhang, Erik Jens Loscalzo, Gabriele Tombesi, Kevin Tien, Nandhini Chandramoorthy, John-David Wellman, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Luca P. Carloni, Pradip Bose
2022ISCAACT: designing sustainable computer systems with an architectural carbon modeling tool.Udit Gupta, Mariam Elgamal, Gage Hills, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks, Carole-Jean Wu
2022ICSASAP: automatic synthesis of area-efficient and precision-aware CGRAs.Cheng Tan, Thierry Tambe, Jeff Jun Zhang, Bo Fang, Tong Geng, Gu-Yeon Wei, David Brooks, Antonino Tumeo, Ganesh Gopalakrishnan, Ang Li
2022MICROAutomatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles.Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi
2021ASPLOSRecSSD: near data processing for solid state drive based recommendation inference.Mark Wilkening, Udit Gupta, Samuel Hsia, Caroline Trippel, Carole-Jean Wu, David Brooks, Gu-Yeon Wei
2021HPCAChasing Carbon: The Elusive Environmental Footprint of Computing.Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
2021HPCACheetah: Optimizing and Accelerating Homomorphic Encryption for Private Inference.Brandon Reagen, Wooseok Choi, Yeongil Ko, Vincent T. Lee, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks
2021ICMLGradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix.Maximilian Lam, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi, Michael Mitzenmacher
2021ISLPEDApplication-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories.Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David M. Brooks, Kai Ni, X. Sharon Hu, Michael T. Niemier, Marco Donato
2021MICRORecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance.Udit Gupta, Samuel Hsia, Jeff Zhang, Mark Wilkening, Javin Pombra, Hsien-Hsin Sean Lee, Gu-Yeon Wei, Carole-Jean Wu, David Brooks
2021MICROEdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference.Thierry Tambe, Coleman Hooper, Lillian Pentecost, Tianyu Jia, En-Yu Yang, Marco Donato, Victor Sanh, Paul N. Whatmough, Alexander M. Rush, David Brooks, Gu-Yeon Wei
2020CVPRStructured Compression by Weight Encryption for Unstructured Pruning and Quantization.Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park, Gu-Yeon Wei
2020DACAlgorithm-Hardware Co-Design of Adaptive Floating-Point Encodings for Resilient Deep Learning Inference.Thierry Tambe, En-Yu Yang, Zishen Wan, Yuntian Deng, Vijay Janapa Reddi, Alexander M. Rush, David Brooks, Gu-Yeon Wei
2020DACInvited: Software Defined Accelerators From Learning Tools Environment.Antonino Tumeo, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, Vinay Amatya, David Brooks, Gu-Yeon Wei
2020ICCADSODA: a New Synthesis Infrastructure for Agile Hardware Design of Machine Learning Accelerators.Marco Minutoli, Vito Giovanni Castellana, Cheng Tan, Joseph B. Manzano, Vinay Amatya, Antonino Tumeo, David Brooks, Gu-Yeon Wei
2020ISCADeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference.Udit Gupta, Samuel Hsia, Vikram Saraph, Xiaodong Wang, Brandon Reagen, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks, Carole-Jean Wu
2020ISLPEDA comprehensive methodology to determine optimal coherence interfaces for many-accelerator SoCs.Kshitij Bhardwaj, Marton Havasi, Yuan Yao, David M. Brooks, Jos Miguel Hernndez-Lobato, Gu-Yeon Wei
2019FCCMFlexGibbs: Reconfigurable Parallel Gibbs Sampling Accelerator for Structured Graphs.Glenn G. Ko, Yuji Chai, Rob A. Rutenbar, David Brooks, Gu-Yeon Wei
2019FPLAccelerating Bayesian Inference on Structured Graphs Using Parallel Gibbs Sampling.Glenn G. Ko, Yuji Chai, Rob A. Rutenbar, David Brooks, Gu-Yeon Wei
2019ISPASSDemystifying Bayesian Inference Workloads.Yu Emma Wang, Yuhao Zhu, Glenn G. Ko, Brandon Reagen, Gu-Yeon Wei, David Brooks
2019MICROMaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation.Lillian Pentecost, Marco Donato, Brandon Reagen, Udit Gupta, Siming Ma, Gu-Yeon Wei, David Brooks
2019SCCHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance.Lillian Pentecost, Udit Gupta, Elisa Ngan, Johanna Beyer, Gu-Yeon Wei, David Brooks, Michael Behrisch
2018DACOn-chip deep neural network storage with multi-level eNVM.Marco Donato, Brandon Reagen, Lillian Pentecost, Udit Gupta, David Brooks, Gu-Yeon Wei
2018DACAres: a framework for quantifying the resilience of deep neural networks.Brandon Reagen, Udit Gupta, Lillian Pentecost, Paul N. Whatmough, Sae Kyu Lee, Niamh Mulholland, David M. Brooks, Gu-Yeon Wei
2018ICLRWeightless: Lossy weight encoding for deep neural network compression.Brandon Reagen, Udit Gupta, Robert Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks
2018ICMLWeightless: Lossy weight encoding for deep neural network compression.Brandon Reagen, Udit Gupta, Bob Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks
2017ACSSCSub-uJ deep neural networks for embedded applications.Paul N. Whatmough, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
2017ASPLOSMallacc: Accelerating Memory Allocation.Svilen Kanev, Sam Likun Xi, Gu-Yeon Wei, David M. Brooks
2017DACIvory: Early-Stage Design Space Exploration Tool for Integrated Voltage Regulators.An Zou, Jingwen Leng, Yazhou Zu, Tao Tong, Vijay Janapa Reddi, David M. Brooks, Gu-Yeon Wei, Xuan Zhang
2017ICCDVery Low Voltage (VLV) Design.Ramon Bertran, Pradip Bose, David M. Brooks, Jeff Burns, Alper Buyuktosunoglu, Nandhini Chandramoorthy, Eric Cheng, Martin Cochet, Schuyler Eldridge, Daniel J. Friedman, Hans M. Jacobson, Rajiv V. Joshi, Subhasish Mitra, Robert K. Montoye, Arun Paidimarri, Pritish Parida, Kevin Skadron, Mircea Stan, Karthik Swaminathan, Augusto Vega, Swagath Venkataramani, Christos Vezyrtzis, Gu-Yeon Wei, John-David Wellman, Matthew M. Ziegler
2017ICCDApplications of Deep Neural Networks for Ultra Low Power IoT.Sreela Kodali, Patrick Hansen, Niamh Mulholland, Paul N. Whatmough, David M. Brooks, Gu-Yeon Wei
2017ISCASUsing dynamic dependence analysis to improve the quality of high-level synthesis designs.Rafael Garibotti, Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
2017ISLPEDA case for efficient accelerator design space exploration via Bayesian optimization.Brandon Reagen, Jos Miguel Hernndez-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks
2016ISCAMinerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators.Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, Jos Miguel Hernndez-Lobato, Gu-Yeon Wei, David M. Brooks
2016MICROCo-designing accelerators and SoC interfaces using gem5-Aladdin.Yakun Sophia Shao, Sam Likun Xi, Vijayalakshmi Srinivasan, Gu-Yeon Wei, David M. Brooks
2015CGOHELIX-UP: relaxing program semantics to unleash parallelization.Simone Campanoni, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
2015HPCAQuantifying sources of error in McPAT and potential impacts on architectural studies.Sam Likun Xi, Hans M. Jacobson, Pradip Bose, Gu-Yeon Wei, David M. Brooks
2015ISCAProfiling a warehouse-scale computer.Svilen Kanev, Juan Pablo Darago, Kim M. Hazelwood, Parthasarathy Ranganathan, Tipp Moseley, Gu-Yeon Wei, David M. Brooks
2014ICCDMulti-accelerator system development with the ShrinkFit acceleration framework.Michael J. Lyons, Gu-Yeon Wei, David M. Brooks
2014ISCAHELIX-RC: An architecture-compiler co-design for automatic parallelization of irregular programs.Simone Campanoni, Kevin Brownell, Svilen Kanev, Timothy M. Jones, Gu-Yeon Wei, David M. Brooks
2014ISCAAladdin: A pre-RTL, power-performance accelerator simulator enabling large design space exploration of customized architectures.Yakun Sophia Shao, Brandon Reagen, Gu-Yeon Wei, David M. Brooks
2013ISLPEDQuantifying acceleration: Power/performance trade-offs of application kernels in hardware.Brandon Reagen, Yakun Sophia Shao, Gu-Yeon Wei, David M. Brooks
2013ISLPEDCharacterizing and evaluating voltage noise in multi-core near-threshold processors.Xuan Zhang, Tao Tong, Svilen Kanev, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks
2012CGOHELIX: automatic parallelization of irregular programs for chip multiprocessing.Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Vijay Janapa Reddi, Gu-Yeon Wei, David M. Brooks
2012DACThe HELIX project: overview and directions.Simone Campanoni, Timothy M. Jones, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
2012ISLPEDXIOSim: power-performance modeling of mobile x86 cores.Svilen Kanev, Gu-Yeon Wei, David M. Brooks
2012ISLPEDEvaluation of voltage stacking for near-threshold multicore computing.Sae Kyu Lee, David M. Brooks, Gu-Yeon Wei
2011HPCAAchieving uniform performance and maximizing throughput in the presence of heterogeneity.Krishna K. Rangan, Michael D. Powell, Gu-Yeon Wei, David M. Brooks
2011IROSHardware in the loop for optical flow sensing in a robotic bee.Pierre-Emile Duhamel, Judson Porter, Benjamin M. Finio, Geoffrey L. Barrows, David M. Brooks, Gu-Yeon Wei, Robert J. Wood
2010IROSEnergetics of flapping-wing robotic insects: towards autonomous hovering flight.Michael Karpelson, John Peter Whitney, Gu-Yeon Wei, Robert J. Wood
2010MICROVoltage Smoothing: Characterizing and Mitigating Voltage Noise in Production Processors via Software-Guided Thread Scheduling.Vijay Janapa Reddi, Svilen Kanev, Wonyoung Kim, Simone Campanoni, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2009CASESAn accelerator-based wireless sensor network processor in 130nm CMOS.Mark Hempstead, Gu-Yeon Wei, David M. Brooks
2009DACSoftware-assisted hardware reliability: abstracting circuit-level challenges to the software stack.Vijay Janapa Reddi, Simone Campanoni, Meeta Sharma Gupta, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2009DATEAn event-guided approach to reducing voltage noise in processors.Meeta Sharma Gupta, Vijay Janapa Reddi, Glenn H. Holloway, Gu-Yeon Wei, David M. Brooks
2009HPCAVoltage emergency prediction: Using signatures to reduce operating margins.Vijay Janapa Reddi, Meeta Sharma Gupta, Glenn H. Holloway, Gu-Yeon Wei, Michael D. Smith, David M. Brooks
2009ICCDDesign and test strategies for microarchitectural post-fabrication tuning.Xiaoyao Liang, Benjamin C. Lee, Gu-Yeon Wei, David M. Brooks
2009ICCDEmpirical performance models for 3T1D memories.Kristen Lovin, Benjamin C. Lee, Xiaoyao Liang, David M. Brooks, Gu-Yeon Wei
2009ICRAMilligram-scale high-voltage power electronics for piezoelectric microrobots.Michael Karpelson, Gu-Yeon Wei, Robert J. Wood
2009ISCAThread motion: fine-grained power management for multi-core systems.Krishna K. Rangan, Gu-Yeon Wei, David M. Brooks
2009MICROTribeca: design for PVT variations with local recovery and fine-grained adaptation.Meeta Sharma Gupta, Jude A. Rivers, Pradip Bose, Gu-Yeon Wei, David M. Brooks
2008HPCADeCoR: A Delayed Commit and Rollback mechanism for handling inductive noise in processors.Meeta Sharma Gupta, Krishna K. Rangan, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2008HPCASystem level analysis of fast, per-core DVFS using on-chip switching regulators.Wonyoung Kim, Meeta Sharma Gupta, Gu-Yeon Wei, David M. Brooks
2008ICCADEvaluation of voltage interpolation to address process variations.Kevin Brownell, Gu-Yeon Wei, David M. Brooks
2008ICRAA review of actuation and power electronics options for flapping-wing robotic insects.Michael Karpelson, Gu-Yeon Wei, Robert J. Wood
2008ISCAReVIVaL: A Variation-Tolerant Architecture Using Voltage Interpolation and Variable Latency.Xiaoyao Liang, Gu-Yeon Wei, David M. Brooks
2008ISCASSystem design considerations for sensor network applications.Mark Hempstead, Gu-Yeon Wei, David M. Brooks
2008ISLPEDDesign of low-power short-distance opto-electronic transceiver front-ends with scalable supply voltages and frequencies.Xuning Chen, Gu-Yeon Wei, Li-Shiuan Peh
2008ISLPEDInstruction-driven clock scheduling with glitch mitigation.Gu-Yeon Wei, David M. Brooks, Ali Durlov Khan, Xiaoyao Liang
2007DATEUnderstanding voltage variations in chip multiprocessors using a distributed power-delivery network.Meeta Sharma Gupta, Jarod L. Oatley, Russ Joseph, Gu-Yeon Wei, David M. Brooks
2007GLOBECOMA Bit-Node Centric Architecture for Low-Density Parity-Check Decoders.Ruwan N. S. Ratnayake, Erich F. Haratsch, Gu-Yeon Wei
2007ICCCNSerial Sum-Product Architecture for Low-Density Parity-Check Codes.Ruwan N. S. Ratnayake, Erich F. Haratsch, Gu-Yeon Wei
2007ISLPEDTowards a software approach to mitigate voltage emergencies.Meeta Sharma Gupta, Krishna K. Rangan, Michael D. Smith, Gu-Yeon Wei, David M. Brooks
2007MICROProcess Variation Tolerant 3T1D-Based Cache Architectures.Xiaoyao Liang, Ramon Canal, Gu-Yeon Wei, David M. Brooks
2006CASESArchitecture and circuit techniques for low-throughput, energy-constrained systems across technology generations.Mark Hempstead, Gu-Yeon Wei, David M. Brooks
2005HPCAExploring the Design Space of Power-Aware Opto-Electronic Networked Systems.Xuning Chen, Li-Shiuan Peh, Gu-Yeon Wei, Yue-Kai Huang, Paul R. Prucnal
2005ISCAAn Ultra Low Power System Architecture for Sensor Network Applications.Mark Hempstead, Nikhil Tripathi, Patrick Mauro, Gu-Yeon Wei, David M. Brooks
2004ISCASA mixed PLL/DLL architecture for low jitter clock generation.Yong-Cheol Bae, Gu-Yeon Wei
2004ISCASJitter in high-speed serial and parallel links.Pavan Kumar Hanumolu, Bryan Casper, Randy Mooney, Gu-Yeon Wei, Un-Ku Moon
2004ISCASPipelined parallel architecture for high throughput MAP detectors.Ruwan N. S. Ratnayake, Gu-Yeon Wei, Aleksandar Kavcic
1996ISLPEDA low power switching power supply for self-clocked systems.Gu-Yeon Wei, Mark Horowitz