Shiqing Fan

According to our database, Shiqing Fan authored at least 23 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Upcycling Large Language Models into Mixture of Experts.

Ethan He, Abhinav Khattar, Ryan Prenger, Vijay Korthikanti, Zijie Yan, Tong Liu, Shiqing Fan, Ashwath Aithal, Mohammad Shoeybi, Bryan Catanzaro

CoRR, 2024

Trace-Enabled Timing Model Synthesis for ROS2-based Autonomous Applications.

Hazem Abaza, Debayan Roy, Shiqing Fan, Selma Saidi, Antonios Motakis

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

A Toolchain for Synthesizing and Validating Safety Architectures.

Yuri Gil Dantas, Tiziano Munaro, Carmen Cârlan, Vivek Nigam, Simon Barner, Shiqing Fan, Alexander Pretschner, Ulrich Schöpp, Sergey Tverdyshev

SN Comput. Sci., July, 2023

RDMA-Based Deterministic Communication Architecture for Autonomous Driving.

Hazem Abaza, Abhinaba Habishyashi, Debayan Roy, Andrea Bastoni, Zain Alabedin Haj Hammadeh, Shiqing Fan, Selma Saidi, Sergey Tverdyshev

Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

2022

Optimizing DNN Compilation for Distributed Training With Joint OP and Tensor Fusion.

Xiaodong Yi, Shiwei Zhang, Lansong Diao, Chuan Wu, Zhen Zheng, Shiqing Fan, Siyu Wang, Jun Yang, Wei Lin

IEEE Trans. Parallel Distributed Syst., 2022

A Model-based System Engineering Plugin for Safety Architecture Pattern Synthesis.

Yuri Gil Dantas, Tiziano Munaro, Carmen Cârlan, Vivek Nigam, Simon Barner, Shiqing Fan, Alexander Pretschner, Ulrich Schöpp, Sergey Tverdyshev

Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development, 2022

Efficient Pipeline Planning for Expedited Distributed DNN Training.

Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin

Proceedings of the IEEE INFOCOM 2022, 2022

2021

An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks.

Shiqing Fan, Ye Luo

CoRR, 2021

Min-Max-Plus Neural Networks.

Ye Luo, Shiqing Fan

CoRR, 2021

DAPPLE: a pipelined data parallel approach for training large models.

Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Deblurring Processor for Motion-Blurred Faces Based on Generative Adversarial Networks.

Shiqing Fan, Ye Luo

Proceedings of the ICDSP 2021: 5th International Conference on Digital Signal Processing, 2021

An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks.

Shiqing Fan, Liying Liu, Ye Luo

Proceedings of the ICCDA 2021: The 5th International Conference on Compute and Data Analysis, 2021

2020

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.

Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin

CoRR, 2020

2018

Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server.

Rong Gu, Shiqing Fan, Qiu Hu, Chunfeng Yuan, Yihua Huang

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2017

Towards a Lightweight RDMA Para-Virtualization for HPC.

Shiqing Fan, Fang Chen, Holm Rauchfuss, Nadav Har'El, Uwe Schilling, Nico Struckmann

Proceedings of the Joined Workshops COSH 2017 and VisorHPC 2017, 2017

MIKELANGELO: MIcro KErneL virtualizAtioN for hiGh pErfOrmance cLOud and HPC Systems.

Nico Struckmann, Yosandra Sandoval, Nadav Har'El, Fang Chen, Shiqing Fan, Justin Cinkelj, Gregor Berginc, Peter Chronz, Niv Gilboa, Gabriel Scalosub, Kalman Z. Meth, John Kennedy

Proceedings of the Advances in Service-Oriented and Cloud Computing, 2017

2015

iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R.

Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, Yihua Huang

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2013

MPI-semantic memory checking tools for parallel applications.

Shiqing Fan

PhD thesis, 2013

2012

Advanced Memory Checking for MPI Parallel Applications Using MemPin.

Shiqing Fan, Rainer Keller, Michael M. Resch

Proceedings of the Tools for High Performance Computing 2012, 2012

PINstruct - Efficient Memory Access to Data Structures.

Rainer Keller, Shiqing Fan

Proceedings of the Facing the Multicore-Challenge, 2012

2011

Advanced Memory Checking Frameworks for MPI Parallel Applications in Open MPI.

Shiqing Fan, Rainer Keller, Michael M. Resch

Proceedings of the Tools for High Performance Computing 2011, 2011

2008

Enhanced Memory debugging of MPI-parallel Applications in Open MPI.

Shiqing Fan, Rainer Keller, Michael M. Resch

Proceedings of the Tools for High Performance Computing, 2008

2007

Memory Debugging of MPI-Parallel Applications in Open MPI.

Rainer Keller, Shiqing Fan, Michael M. Resch

Proceedings of the Parallel Computing: Architectures, 2007