Guoping Long

52 papers A* 5A 4B 6C 2Journal 17Unranked 18
YearRankTypeTitle / Venue / Authors
2026 — conf
XY-Serve: End-to-End Versatile Production Serving for Dynamic LLM Workloads.
ASPLOS (1)
Mingcong Song, Xinru Tang, Fengfan Hou, Jing Li, Wei Wei, Yipeng Ma, Runqiu Xiao, Hongjie Si, Dingcheng Jiang, Shouyi Yin, Yang Hu, Guoping Long
2025 J jnl
LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding.
CoRR
Chenkai Xu, Yijie Jin, Jiajun Li, Yi Tu, Guoping Long, Dandan Tu, Mingcong Song, Hongjie Si, Tianqi Hou, Junchi Yan, Zhijie Deng
2024 J jnl
Tackling the Dynamicity in a Production LLM Serving System with SOTA Optimizations via Hybrid Prefill/Decode/Verify Scheduling on Efficient Meta-kernels.
CoRR
Mingcong Song, Xinru Tang, Fengfan Hou, Jing Li, Wei Wei, Yipeng Ma, Runqiu Xiao, Hongjie Si, Dingcheng Jiang, Shouyi Yin, Yang Hu, Guoping Long
2022 A* conf
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures.
ASPLOS
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
2022 A* conf
Efficient Pipeline Planning for Expedited Distributed DNN Training.
INFOCOM
Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin
2022 J jnl
Efficient Pipeline Planning for Expedited Distributed DNN Training.
CoRR
Ziyue Luo, Xiaodong Yi, Guoping Long, Shiqing Fan, Chuan Wu, Jun Yang, Wei Lin
2021 B conf
DAPPLE: a pipelined data parallel approach for training large models.
PPoPP
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
2020 J jnl
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.
CoRR
Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin
2020 J jnl
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models.
CoRR
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
2020 A conf
Fast Training of Deep Learning Models over Multiple GPUs.
Middleware
Xiaodong Yi, Ziyue Luo, Chen Meng, Mengdi Wang, Guoping Long, Chuan Wu, Jun Yang, Wei Lin
2020 J jnl
FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads.
CoRR
Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin
2020 J jnl
Online Bayesian max-margin subspace learning for multi-view classification and regression.
Mach. Learn.
Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long
2020 A conf
Optimizing distributed training deployment in heterogeneous GPU clusters.
CoNEXT
Xiaodong Yi, Shiwei Zhang, Ziyue Luo, Guoping Long, Lansong Diao, Chuan Wu, Zhen Zheng, Jun Yang, Wei Lin
2019 — conf
Characterizing Deep Learning Training Workloads on Alibaba-PAI.
IISWC
Mengdi Wang, Chen Meng, Guoping Long, Chuan Wu, Jun Yang, Wei Lin, Yangqing Jia
2019 J jnl
Characterizing Deep Learning Training Workloads on Alibaba-PAI.
CoRR
Mengdi Wang, Chen Meng, Guoping Long, Chuan Wu, Jun Yang, Wei Lin, Yangqing Jia
2019 J jnl
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning.
CoRR
Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
2019 J jnl
FusionStitching: Boosting Execution Efficiency of Memory Intensive Computations for DL Workloads.
CoRR
Guoping Long, Jun Yang, Wei Lin
2019 J jnl
Learning beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling.
CoRR
Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long
2018 J jnl
FusionStitching: Deep Fusion and Code Generation for Tensorflow Computations on GPUs.
CoRR
Guoping Long, Jun Yang, Kai Zhu, Wei Lin
2017 — conf
A Conditional Variational Framework for Dialog Generation.
ACL (2)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
2017 J jnl
A Conditional Variational Framework for Dialog Generation.
CoRR
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
2017 A* conf
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel.
IJCAI
Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long
2016 — conf
Bayesian Group Feature Selection for Support Vector Learning Machines.
PAKDD (1)
Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long
2016 — conf
Bridging Semantic Gap Between App Names: Collective Matrix Factorization for Similar Mobile App Recommendation.
WISE (2)
Ning Bu, Shuzi Niu, Lei Yu, Wenjing Ma, Guoping Long
2016 — conf
Efficient Bayesian Maximum Margin Multiple Kernel Learning.
ECML/PKDD (1)
Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li
2016 B conf
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring.
ICMR
Wenjing Ma, Liangliang Cao, Lei Yu, Guoping Long, Yucheng Li
2016 J jnl
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring.
CoRR
Wenjing Ma, Liangliang Cao, Lei Yu, Guoping Long, Yucheng Li
2016 J jnl
Highly Optimized Code Generation for Stencil Codes with Computation Reuse for GPUs.
J. Comput. Sci. Technol.
Wenjing Ma, Kan Gao, Guoping Long
2016 — conf
Learning Beyond Predefined Label Space via Bayesian Nonparametric Topic Modelling.
ECML/PKDD (1)
Changying Du, Fuzhen Zhuang, Jia He, Qing He, Guoping Long
2016 A* conf
Online Bayesian Max-Margin Subspace Multi-View Learning.
IJCAI
Jia He, Changying Du, Fuzhen Zhuang, Xin Yin, Qing He, Guoping Long
2016 A conf
Online Bayesian Multiple Kernel Bipartite Ranking.
UAI
Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li
2016 B conf
Online variational Bayesian Support Vector Regression.
IJCNN
Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li
2015 — conf
Detect Similar Mobile Applications with Transfer Learning.
SmartCity
Ning Bu, Lei Yu, Wenjing Ma, Changying Du, Shuzi Niu, Guoping Long
2015 A conf
Listwise Approach for Rank Aggregation in Crowdsourcing.
WSDM
Shuzi Niu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng, Lei Yu, Guoping Long
2015 — conf
PE-TLD: Parallel Extended Tracking-Learning-Detection for Multi-target Tracking.
ICA3PP (2)
Chenggang Zhou, Qiankun Dong, Wenjing Ma, Guoping Long, Tao Li
2014 — conf
High performance two-dimensional phase unwrapping on GPUs.
Conf. Computing Frontiers
Zhenhua Wu, Wenjing Ma, Guoping Long, Yucheng Li, Qiuyan Tang, Zhongjie Wang
2013 — conf
CLSIFT: An Optimization Study of the Scale Invariance Feature Transform on GPUs.
HPCC/EUC
Weiyan Wang, Yunquan Zhang, Guoping Long, Shengen Yan, Haipeng Jia
2013 J jnl
MPFFT: An Auto-Tuning FFT Library for OpenCL GPUs.
J. Comput. Sci. Technol.
Yan Li, Yunquan Zhang, Yiqung Liu, Guoping Long, Haipeng Jia
2013 — conf
Memristors for neural branch prediction: a case study in strict latency and write endurance challenges.
Conf. Computing Frontiers
Hebatallah Saadeldeen, Diana Franklin, Guoping Long, Charlotte Hill, Aisha Browne, Dmitri B. Strukov, Timothy Sherwood, Frederic T. Chong
2013 B conf
StreamScan: fast scan algorithms for GPUs without global barrier synchronization.
PPoPP
Shengen Yan, Guoping Long, Yunquan Zhang
2012 — conf
An Insightful Program Performance Tuning Chain for GPU Computing.
ICA3PP (1)
Haipeng Jia, Yunquan Zhang, Guoping Long, Shengen Yan
2012 — conf
GPURoofline: A Model for Guiding Performance Optimizations on GPUs.
Euro-Par
Haipeng Jia, Yunquan Zhang, Guoping Long, Jianliang Xu, Shengen Yan, Yan Li
2011 B conf
Automatic FFT Performance Tuning on OpenCL GPUs.
ICPADS
Yan Li, Yunquan Zhang, Haipeng Jia, Guoping Long, Ke Wang
2011 — conf
CRSD: Application Specific Auto-tuning of SpMV for Diagonal Sparse Matrices.
Euro-Par (2)
Xiangzheng Sun, Yunquan Zhang, Ting Wang, Guoping Long, Xianyi Zhang, Yan Li
2010 A* conf
Minimal Multi-threading: Finding and Removing Redundant Instructions in Multi-threaded Processors.
MICRO
Guoping Long, Diana Franklin, Susmit Biswas, Pablo J. Ortiz, Jason Oberg, Dongrui Fan, Frederic T. Chong
2009 B conf
Architectural support for cilk computations on many-core architectures.
PPoPP
Guoping Long, Dongrui Fan, Junchao Zhang
2009 — conf
Characterizing and Understanding the Bandwidth Behavior of Workloads on Multi-core Processors.
Euro-Par
Guoping Long, Dongrui Fan, Junchao Zhang
2009 J jnl
Godson-T: An Efficient Many-Core Architecture for Parallel Program Executions.
J. Comput. Sci. Technol.
Dongrui Fan, Nan Yuan, Junchao Zhang, Yongbin Zhou, Wei Lin, Fenglong Song, Xiaochun Ye, He Huang, Lei Yu, Guoping Long, Hao Zhang, Lei Liu
2008 — conf
A Performance Model of Dense Matrix Operations on Many-Core Architectures.
Euro-Par
Guoping Long, Dongrui Fan, Junchao Zhang, Fenglong Song, Nan Yuan, Wei Lin
2008 C conf
Location Consistency Model Revisited: Problem, Solution and Prospects.
PDCAT
Guoping Long, Nan Yuan, Dongrui Fan
2007 C conf
Design and Implementation of Floating Point Stack on General RISC Architecture.
PDP
Xuehai Qian, He Huang, Hao Zhang, Guoping Long, Junchao Zhang, Dongrui Fan
2004 — conf
A Resource Organizing Protocol for Grid Based on Bounded Two-Level Broadcasting Technique.
GCC
Zhigang Chen, Anfeng Liu, Guoping Long