Shuai Che

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 17

Top Topics

Design Space Exploration

Heterogeneous Systems

Betweenness Centrality

Top Venues

IPDPS Workshops

Conf. Computing Frontiers

Publications

Zhewei Yao, Reza Yazdani Aminabadi, Olatunji Ruwase, Samyam Rajbhandari, Xiaoxia Wu, Ammar Ahmad Awan, Jeff Rasley, Minjia Zhang, Conglong Li, Connor Holmes, Zhongzhu Zhou, Michael Wyatt, Molly Smith, Lev Kurilenko, Heyang Qin, Masahiro Tanaka, Shuai Che, Shuaiwen Leon Song, Yuxiong He
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales. CoRR (2023)
Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha
Towards Execution-Efficient LSTMs via Hardware-Guided Grow-and-Prune Paradigm. IEEE Trans. Emerg. Top. Comput. 10 (4) (2022)
Ye Yu, Yingmin Li, Shuai Che, Niraj K. Jha, Weifeng Zhang
Software-Defined Design Space Exploration for an Efficient DNN Accelerator Architecture. IEEE Trans. Computers 70 (1) (2021)
Tong Geng, Ang Li, Runbin Shi, Chunshu Wu, Tianqi Wang, Yanfei Li, Pouya Haghi, Antonino Tumeo, Shuai Che, Steven K. Reinhardt, Martin C. Herbordt
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing. MICRO (2020)
Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh T., Steven K. Reinhardt, Sitaram Lanka, Eric S. Chung, Doug Burger
Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point. NeurIPS (2020)
Ye Yu, Yingmin Li, Shuai Che, Niraj K. Jha, Weifeng Zhang
Software-Defined Design Space Exploration for an Efficient AI Accelerator Architecture. CoRR (2019)
Shuai Che, Jieming Yin
Northup: Divide-and-Conquer Programming in Systems with Heterogeneous Memories and Processors. IPDPS (2019)
Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha
Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM. CoRR (2019)
Kaixi Hou, Wu-chun Feng, Shuai Che
Auto-Tuning Strategies for Parallelizing Sparse Matrix-Vector (SpMV) Multiplication on Multi- and Many-Core Processors. IPDPS Workshops (2017)
Nicholas Malaya, Shuai Che, Joseph L. Greathouse, René van Oostrum, Michael J. Schulte
Accelerating Matrix Processing with GPUs. ARITH (2017)
Shuai Che, Marc S. Orr, Jonathan Gallmeier
Work Stealing in a Shared Virtual-Memory Heterogeneous Environment: A Case Study with Betweenness Centrality. Conf. Computing Frontiers (2017)
Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt
Programming GPGPU Graph Applications with Linear Algebra Building Blocks. Int. J. Parallel Program. 45 (3) (2017)
Marc S. Orr, Shuai Che, Bradford M. Beckmann, Mark Oskin, Steven K. Reinhardt, David A. Wood
Gravel: fine-grain GPU-initiated network messages. SC (2017)
Shuai Che, Marc S. Orr, Gregory Rodgers, Jonathan Gallmeier
Betweenness Centrality in an HSA-enabled System. HPGP@HPDC (2016)
Arkaprava Basu, Sooraj Puthoor, Shuai Che, Bradford M. Beckmann
Software Assisted Hardware Cache Coherence for Heterogeneous Processors. MEMSYS (2016)
Shuai Che, Arkaprava Basu, Jonathan Gallmeier
Challenges of Programming a System with Heterogeneous Memories and Heterogeneous Processors: A Programmer's View. MEMSYS (2016)
Sooraj Puthoor, Ashwin M. Aji, Shuai Che, Mayank Daga, Wei Wu, Bradford M. Beckmann, Gregory Rodgers
Implementing directed acyclic graphs with the heterogeneous system architecture. GPGPU@PPoPP (2016)
Marc S. Orr, Shuai Che, Ayse Yilmazer, Bradford M. Beckmann, Mark D. Hill, David A. Wood
Synchronization Using Remote-Scope Promotion. ASPLOS (2015)
Shuai Che, Gregory Rodgers, Bradford M. Beckmann, Steven K. Reinhardt
Graph Coloring on the GPU and Some Techniques to Improve Load Imbalance. IPDPS Workshops (2015)
Guido Juckeland, William C. Brantley, Sunita Chandrasekaran, Barbara M. Chapman, Shuai Che, Mathew E. Colgrove, Huiyu Feng, Alexander Grund, Robert Henschel, Wen-mei W. Hwu, Huian Li, Matthias S. Müller, Wolfgang E. Nagel, Maxim Perminov, Pavel Shelepugin, Kevin Skadron, John A. Stratton, Alexey Titov, Ke Wang, G. Matthijs van Waveren, Brian Whitney, Sandra Wienke, Rengan Xu, Kalyan Kumaran
SPEC ACCEL: A Standard Application Suite for Measuring Hardware Accelerator Performance. PMBS@SC (2014)
Blake A. Hechtman, Shuai Che, Derek R. Hower, Yingying Tian, Bradford M. Beckmann, Mark D. Hill, Steven K. Reinhardt, David A. Wood
QuickRelease: A throughput-oriented approach to release consistency on GPUs. HPCA (2014)
Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt
BelRed: Constructing GPGPU graph applications with software building blocks. HPEC (2014)
Shuai Che
GasCL: A vertex-centric graph model for GPUs. HPEC (2014)
Shuai Che, Jiayuan Meng, Kevin Skadron
Dymaxion++: A Directive-Based API to Optimize Data Layout and Memory Mapping for Heterogeneous Systems. IPDPS Workshops (2014)
Shuai Che, Kevin Skadron
BenchFriend: Correlating the performance of GPU benchmarks. Int. J. High Perform. Comput. Appl. 28 (2) (2014)
Shuai Che, Bradford M. Beckmann, Steven K. Reinhardt, Kevin Skadron
Pannotia: Understanding irregular GPGPU graph applications. IISWC (2013)
Michael Boyer, Kevin Skadron, Shuai Che, Nuwan Jayasena
Load balancing in a changing world: dealing with heterogeneity and performance variability. Conf. Computing Frontiers (2013)
Wim Heirman, Trevor E. Carlson, Shuai Che, Kevin Skadron, Lieven Eeckhout
Using cycle stacks to understand scaling bottlenecks in multi-threaded workloads. IISWC (2011)
Shuai Che, Jeremy W. Sheaffer, Kevin Skadron
Dymaxion: optimizing memory access patterns for heterogeneous systems. SC (2011)
Shuai Che, Jeremy W. Sheaffer, Michael Boyer, Lukasz G. Szafaryn, Liang Wang, Kevin Skadron
A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads. IISWC (2010)
Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W. Sheaffer, Sang-Ha Lee, Kevin Skadron
Rodinia: A benchmark suite for heterogeneous computing. IISWC (2009)
Shuai Che, Jie Li, Jeremy W. Sheaffer, Kevin Skadron, John C. Lach
Accelerating Compute-Intensive Applications with GPUs and FPGAs. SASP (2008)
Shuai Che, Michael Boyer, Jiayuan Meng, David Tarjan, Jeremy W. Sheaffer, Kevin Skadron
A performance study of general-purpose applications on graphics processors using CUDA. J. Parallel Distributed Comput. 68 (10) (2008)