Gu-Yeon Wei

1. Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
   2019/07/24 by Yu Emma Wang, Gu-Yeon Wei, Wang, Yu Emma +3 · 1 voice · 7 citations
   #cs.LG #cs.PF #stat.ML
2. MLPerf Training Benchmark
   2019/10/02 by Peter Mattson, Christine Cheng, Mattson, Peter +71 · 25 citations
   Computer Science · #Advanced Neural Network Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Performance (cs.PF)
3. Chasing Carbon: The Elusive Environmental Footprint of Computing
   2020/10/28 by Udit Gupta, Young Geun Kim, Gupta, Udit +13 · 17 citations
   Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Green IT and Sustainability #Hardware Architecture (cs.AR) #Innovative Human-Technology Interaction #Mobile Crowdsensing and Crowdsourcing
4. Chasing Carbon: The Elusive Environmental Footprint of Computing
   2021/02/01 by Udit Gupta, Young Geun Kim, Sylvia Lee +5 · 1 voice · 14 citations
   Computer Science · Engineering · #Green IT and Sustainability #Innovative Human-Technology Interaction #Mobile Crowdsensing and Crowdsourcing
5. S³: Increasing GPU Utilization during Generative Inference for Higher Throughput
   2023/06/09 by Yunho Jin, Chun-Feng Wu, Jin, Yunho +5 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference
   2021/01/29 by Mark Wilkening, Wilkening, Mark, Udit Gupta +11 · 5 citations
   Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques
7. Application-Level Validation of Accelerator Designs Using a Formal Software/Hardware Interface
   2022/03/01 by Bo-Yuan Huang, Huang, Bo-Yuan, Steven Lyubomirsky +23 · 1 voice · 1 citation
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Programming Languages (cs.PL) #cs.AR #cs.PL
8. GPU-based Private Information Retrieval for On-Device Machine Learning Inference
   2023/01/26 by Maximilian Lam, JEFF JOHNSON, Lam, Maximilian +21 · 4 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. MAD Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems
   2023/10/04 by Samuel Hsia, Alicia Golden, Hsia, Samuel +13 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
10. Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
    2021/06/10 by Maximilian Lam, Gu-Yeon Wei, Lam, Maximilian +7 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
11. The Energy Cost of Reasoning: Analyzing Energy Usage in LLMs with Test-time Compute
    2025/05/20 by Yunho Jin, Jin, Yunho, Gu-Yeon Wei +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
12. Fathom: Reference Workloads for Modern Deep Learning Methods
    2016/08/23 by Robert Adolf, Saketh Rama, Brandon Reagen +2 · 1 voice
    Computer Science · #cs.LG
13. Is Flash Attention Stable?
    2024/05/05 by Alicia Golden, Samuel Hsia, Golden, Alicia +19 · 2 citations
    Engineering · Medicine · #Advanced Image Fusion Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Ocular and Laser Science Research #Parallel #Retinal Imaging and Analysis #and Cluster Computing (cs.DC)
14. Carbon Connect: An Ecosystem for Sustainable Computing
    2024/05/22 by Benjamin C. Lee, Lee, Benjamin C., David Brooks +24 · 1 voice · 1 citation
    Engineering · Computer Science · #Green IT and Sustainability #Innovative Human-Technology Interaction