Author details

< Back

Sagar Sachdev

Affiliation

Mechanical Engineering Department

Carnegie Mellon University

Pittsburgh, PA, USA

Publication Topics

Publications

Citations

Publications by Year

20242024

Co-Authors:

Author's Published Works

Showing 1-25 of 29 results

Select All on Page

Reducing Unfairness in Distributed Community Detection

Hao Zhang;Malith Jayaweera;Bin Ren;Yanzhi Wang;Sucheta Soundarajan

2024 IEEE International Conference on Data Mining (ICDM)

Year: 2024 | Conference Paper |

HTML

Reducing Unfairness in Distributed Community Detection

Hao Zhang;Malith Jayaweera;Bin Ren;Yanzhi Wang;Sucheta Soundarajan

2024 IEEE International Conference on Data Mining (ICDM)

Year: 2024 | Conference Paper |

DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware

Malith Jayaweera;Yanyu Li;Yanzhi Wang;Bin Ren;David Kaeli

2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Year: 2024 | Conference Paper |

HTML

DEFCON: Deformable Convolutions Leveraging Interval Search and GPU Texture Hardware

Malith Jayaweera;Yanyu Li;Yanzhi Wang;Bin Ren;David Kaeli

2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Year: 2024 | Conference Paper |

DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices

Yushu Wu;Chao Wu;Geng Yuan;Yanyu Li;Weichao Guo;Jing Rao;Xipeng Shen;Bin Ren;Yanzhi Wang

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Year: 2024 | Conference Paper |

HTML

DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices

Yushu Wu;Chao Wu;Geng Yuan;Yanyu Li;Weichao Guo;Jing Rao;Xipeng Shen;Bin Ren;Yanzhi Wang

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Year: 2024 | Conference Paper |

Unfairness in Distributed Graph Frameworks

Hao Zhang;Malith Jayaweera;Bin Ren;Yanzhi Wang;Sucheta Soundarajan

2023 IEEE International Conference on Data Mining (ICDM)

Year: 2023 | Conference Paper |

HTML

Unfairness in Distributed Graph Frameworks

Hao Zhang;Malith Jayaweera;Bin Ren;Yanzhi Wang;Sucheta Soundarajan

2023 IEEE International Conference on Data Mining (ICDM)

Year: 2023 | Conference Paper |

Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge

Changdi Yang;Pu Zhao;Yanyu Li;Wei Niu;Jiexiong Guan;Hao Tang;Minghai Qin;Bin Ren;Xue Lin;Yanzhi Wang

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Year: 2023 | Conference Paper |

Cited by: Papers (9)

HTML

Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge

Changdi Yang;Pu Zhao;Yanyu Li;Wei Niu;Jiexiong Guan;Hao Tang;Minghai Qin;Bin Ren;Xue Lin;Yanzhi Wang

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Year: 2023 | Conference Paper |

Efficient Quantum Circuit Cutting by Neglecting Basis Elements

Daniel T. Chen;Ethan H. Hansen;Xinpeng Li;Vinooth Kulkarni;Vipin Chaudhary;Bin Ren;Qiang Guan;Sanmukh Kuppannagari;Ji Liu;Shuai Xu

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

Year: 2023 | Conference Paper |

Cited by: Papers (5)

HTML

Efficient Quantum Circuit Cutting by Neglecting Basis Elements

Daniel T. Chen;Ethan H. Hansen;Xinpeng Li;Vinooth Kulkarni;Vipin Chaudhary;Bin Ren;Qiang Guan;Sanmukh Kuppannagari;Ji Liu;Shuai Xu

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

Year: 2023 | Conference Paper |

Towards Socially Acceptable Food Type Recognition

Junjie Wang;Jiexiong Guan;Y. Alicia Hong;Hong Xue;Shuangquan Wang;Zhenming Liu;Bin Ren;Gang Zhou

2022 18th International Conference on Mobility, Sensing and Networking (MSN)

Year: 2022 | Conference Paper |

HTML

Towards Socially Acceptable Food Type Recognition

Junjie Wang;Jiexiong Guan;Y. Alicia Hong;Hong Xue;Shuangquan Wang;Zhenming Liu;Bin Ren;Gang Zhou

2022 18th International Conference on Mobility, Sensing and Networking (MSN)

Year: 2022 | Conference Paper |

GCD2: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs

Wei Niu;Jiexiong Guan;Xipeng Shen;Yanzhi Wang;Gagan Agrawal;Bin Ren

2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO)

Year: 2022 | Conference Paper |

Cited by: Papers (1)

HTML

GCD2: A Globally Optimizing Compiler for Mapping DNNs to Mobile DSPs

Wei Niu;Jiexiong Guan;Xipeng Shen;Yanzhi Wang;Gagan Agrawal;Bin Ren

2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO)

Year: 2022 | Conference Paper |

MICCO: An Enhanced Multi-GPU Scheduling Framework for Many-Body Correlation Functions

Qihan Wang;Bin Ren;Jie Chen;Robert G. Edwards

2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Year: 2022 | Conference Paper |

HTML

MICCO: An Enhanced Multi-GPU Scheduling Framework for Many-Body Correlation Functions

Qihan Wang;Bin Ren;Jie Chen;Robert G. Edwards

2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

Year: 2022 | Conference Paper |

Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card

Hsin-Hsuan Sung;Yuanchao Xu;Jiexiong Guan;Wei Niu;Bin Ren;Yanzhi Wang;Shaoshan Liu;Xipeng Shen

2022 IEEE 28th Real-Time and Embedded Technology and Applications Symposium (RTAS)

Year: 2022 | Conference Paper |

Cited by: Papers (4)

HTML

Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card

Hsin-Hsuan Sung;Yuanchao Xu;Jiexiong Guan;Wei Niu;Bin Ren;Yanzhi Wang;Shaoshan Liu;Xipeng Shen

2022 IEEE 28th Real-Time and Embedded Technology and Applications Symposium (RTAS)

Year: 2022 | Conference Paper |

BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning

Xiaolong Ma;Geng Yuan;Zhengang Li;Yifan Gong;Tianyun Zhang;Wei Niu;Zheng Zhan;Pu Zhao;Ning Liu;Jian Tang;Xue Lin;Bin Ren;Yanzhi Wang

2022 23rd International Symposium on Quality Electronic Design (ISQED)

Year: 2022 | Conference Paper |

Cited by: Papers (3)

HTML

BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning

Xiaolong Ma;Geng Yuan;Zhengang Li;Yifan Gong;Tianyun Zhang;Wei Niu;Zheng Zhan;Pu Zhao;Ning Liu;Jian Tang;Xue Lin;Bin Ren;Yanzhi Wang

2022 23rd International Symposium on Quality Electronic Design (ISQED)

Year: 2022 | Conference Paper |

MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging

Mert Hidayetoğlu;Tekin Biçer;Simon Garcia de Gonzalo;Bin Ren;Doğa Gürsoy;Rajkumar Kettimuthu;Ian T. Foster;Wen-Mei W. Hwu

IEEE Transactions on Parallel and Distributed Systems

Year: 2022 | Volume: 33, Issue: 9 | Journal Article |

Cited by: Papers (4)

HTML

MemXCT: Design, Optimization, Scaling, and Reproducibility of X-Ray Tomography Imaging

Mert Hidayetoğlu;Tekin Biçer;Simon Garcia de Gonzalo;Bin Ren;Doğa Gürsoy;Rajkumar Kettimuthu;Ian T. Foster;Wen-Mei W. Hwu

IEEE Transactions on Parallel and Distributed Systems

Year: 2022 | Volume: 33, Issue: 9 | Journal Article |

GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity

Wei Niu;Zhengang Li;Xiaolong Ma;Peiyan Dong;Gang Zhou;Xuehai Qian;Xue Lin;Yanzhi Wang;Bin Ren

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year: 2022 | Volume: 44, Issue: 10 | Journal Article |

Cited by: Papers (10)

HTML

GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity

Wei Niu;Zhengang Li;Xiaolong Ma;Peiyan Dong;Gang Zhou;Xuehai Qian;Xue Lin;Yanzhi Wang;Bin Ren

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year: 2022 | Volume: 44, Issue: 10 | Journal Article |