Guoping Long

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 32

Top Topics

Bipartite Ranking

Scale Invariance

Multiple Kernel

Top Venues

J. Comput. Sci. Technol.

Conf. Computing Frontiers

Publications

Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin
Efficient Pipeline Planning for Expedited Distributed DNN Training. CoRR (2022)
Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures. ASPLOS (2022)
Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin
Efficient Pipeline Planning for Expedited Distributed DNN Training. INFOCOM (2022)
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
DAPPLE: a pipelined data parallel approach for training large models. PPoPP (2021)
Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin
FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads. CoRR (2020)
Xiaodong Yi, Ziyue Luo, Chen Meng, Mengdi Wang, Guoping Long, Chuan Wu, Jun Yang, Wei Lin
Fast Training of Deep Learning Models over Multiple GPUs. Middleware (2020)
Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads. CoRR (2020)
Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long
Online Bayesian max-margin subspace learning for multi-view classification and regression. Mach. Learn. 109 (2) (2020)
Xiaodong Yi, Shiwei Zhang, Ziyue Luo, Guoping Long, Lansong Diao, Chuan Wu, Zhen Zheng, Jun Yang, Wei Lin
Optimizing distributed training deployment in heterogeneous GPU clusters. CoNEXT (2020)
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
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models. CoRR (2020)
Mengdi Wang, Chen Meng, Guoping Long, Chuan Wu, Jun Yang, Wei Lin, Yangqing Jia
Characterizing Deep Learning Training Workloads on Alibaba-PAI. CoRR (2019)
Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning. CoRR (2019)
Guoping Long, Jun Yang, Wei Lin
FusionStitching: Boosting Execution Efficiency of Memory Intensive Computations for DL Workloads. CoRR (2019)
Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long
Learning beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling. CoRR (2019)
Mengdi Wang, Chen Meng, Guoping Long, Chuan Wu, Jun Yang, Wei Lin, Yangqing Jia
Characterizing Deep Learning Training Workloads on Alibaba-PAI. IISWC (2019)
Guoping Long, Jun Yang, Kai Zhu, Wei Lin
FusionStitching: Deep Fusion and Code Generation for Tensorflow Computations on GPUs. CoRR (2018)
Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel. IJCAI (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. ACL (2) (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. CoRR (2017)
Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long
Learning Beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling. ECML/PKDD (1) (2016)
Wenjing Ma, Liangliang Cao, Lei Yu, Guoping Long, Yucheng Li
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring. CoRR (2016)
Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long
Online Bayesian Max-Margin Subspace Multi-View Learning. IJCAI (2016)
Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long
Bayesian Group Feature Selection for Support Vector Learning Machines. PAKDD (1) (2016)
Wenjing Ma, Kan Gao, Guoping Long
Highly Optimized Code Generation for Stencil Codes with Computation Reuse for GPUs. J. Comput. Sci. Technol. 31 (6) (2016)
Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li
Online variational Bayesian Support Vector Regression. IJCNN (2016)
Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li
Online Bayesian Multiple Kernel Bipartite Ranking. UAI (2016)
Ning Bu, Shuzi Niu, Lei Yu, Wenjing Ma, Guoping Long
Bridging Semantic Gap Between App Names: Collective Matrix Factorization for Similar Mobile App Recommendation. WISE (2) (2016)
Wenjing Ma, Liangliang Cao, Lei Yu, Guoping Long, Yucheng Li
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring. ICMR (2016)
Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li
Efficient Bayesian Maximum Margin Multiple Kernel Learning. ECML/PKDD (1) (2016)
Ning Bu, Lei Yu, Wenjing Ma, Changying Du, Shuzi Niu, Guoping Long
Detect Similar Mobile Applications with Transfer Learning. SmartCity (2015)
Chenggang Zhou, Qiankun Dong, Wenjing Ma, Guoping Long, Tao Li
PE-TLD: Parallel Extended Tracking-Learning-Detection for Multi-target Tracking. ICA3PP (2) (2015)
Shuzi Niu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng, Lei Yu, Guoping Long
Listwise Approach for Rank Aggregation in Crowdsourcing. WSDM (2015)
Zhenhua Wu, Wenjing Ma, Guoping Long, Yucheng Li, Qiuyan Tang, Zhongjie Wang
High performance two-dimensional phase unwrapping on GPUs. Conf. Computing Frontiers (2014)
Yan Li, Yunquan Zhang, Yiqung Liu, Guoping Long, Haipeng Jia
MPFFT: An Auto-Tuning FFT Library for OpenCL GPUs. J. Comput. Sci. Technol. 28 (1) (2013)
Shengen Yan, Guoping Long, Yunquan Zhang
StreamScan: fast scan algorithms for GPUs without global barrier synchronization. PPOPP (2013)
Hebatallah Saadeldeen, Diana Franklin, Guoping Long, Charlotte Hill, Aisha Browne, Dmitri B. Strukov, Timothy Sherwood, Frederic T. Chong
Memristors for neural branch prediction: a case study in strict latency and write endurance challenges. Conf. Computing Frontiers (2013)
Weiyan Wang, Yunquan Zhang, Guoping Long, Shengen Yan, Haipeng Jia
CLSIFT: An Optimization Study of the Scale Invariance Feature Transform on GPUs. HPCC/EUC (2013)
Haipeng Jia, Yunquan Zhang, Guoping Long, Shengen Yan
An Insightful Program Performance Tuning Chain for GPU Computing. ICA3PP (1) (2012)
Haipeng Jia, Yunquan Zhang, Guoping Long, Jianliang Xu, Shengen Yan, Yan Li
GPURoofline: A Model for Guiding Performance Optimizations on GPUs. Euro-Par (2012)
Yan Li, Yunquan Zhang, Haipeng Jia, Guoping Long, Ke Wang
Automatic FFT Performance Tuning on OpenCL GPUs. ICPADS (2011)
Xiangzheng Sun, Yunquan Zhang, Ting Wang, Guoping Long, Xianyi Zhang, Yan Li
CRSD: Application Specific Auto-tuning of SpMV for Diagonal Sparse Matrices. Euro-Par (2) (2011)
Guoping Long, Diana Franklin, Susmit Biswas, Pablo J. Ortiz, Jason Oberg, Dongrui Fan, Frederic T. Chong
Minimal Multi-threading: Finding and Removing Redundant Instructions in Multi-threaded Processors. MICRO (2010)
Guoping Long, Dongrui Fan, Junchao Zhang
Characterizing and Understanding the Bandwidth Behavior of Workloads on Multi-core Processors. Euro-Par (2009)
Guoping Long, Dongrui Fan, Junchao Zhang
Architectural support for cilk computations on many-core architectures. PPOPP (2009)
Dongrui Fan, Nan Yuan, Junchao Zhang, Yongbin Zhou, Wei Lin, Fenglong Song, Xiaochun Ye, He Huang, Lei Yu, Guoping Long, Hao Zhang, Lei Liu
Godson-T: An Efficient Many-Core Architecture for Parallel Program Executions. J. Comput. Sci. Technol. 24 (6) (2009)
Guoping Long, Nan Yuan, Dongrui Fan
Location Consistency Model Revisited: Problem, Solution and Prospects. PDCAT (2008)
Guoping Long, Dongrui Fan, Junchao Zhang, Fenglong Song, Nan Yuan, Wei Lin
A Performance Model of Dense Matrix Operations on Many-Core Architectures. Euro-Par (2008)
Xuehai Qian, He Huang, Hao Zhang, Guoping Long, Junchao Zhang, Dongrui Fan
Design and Implementation of Floating Point Stack on General RISC Architecture. PDP (2007)
Zhigang Chen, Anfeng Liu, Guoping Long
A Resource Organizing Protocol for Grid Based on Bounded Two-Level Broadcasting Technique. GCC (2004)