Yi Liu

According to our database, Yi Liu authored at least 93 papers between 2003 and 2024.

Collaborative distances:

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

2024

Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian

IEEE Trans. Parallel Distributed Syst., January, 2024

Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding.

Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Yongjun Bao, Yi Liu, Zhongzhi Luan, Depei Qian

CoRR, 2024

2023

HAOTuner: A Hardware Adaptive Operator Auto-Tuner for Dynamic Shape Tensor Compilers.

Pengyu Mu, Yi Liu, Rui Wang, Guoxiang Liu, Zhonghao Sun, Hailong Yang, Zhongzhi Luan, Depei Qian

IEEE Trans. Computers, November, 2023

Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers.

Shaohan Huang, Yi Liu, Carol J. Fung, He Wang, Hailong Yang, Zhongzhi Luan

IEEE Trans. Computers, September, 2023

Software approaches for resilience of high performance computing systems: a survey.

Jie Jia, Yi Liu, Guozhen Zhang, Yulin Gao, Depei Qian

Frontiers Comput. Sci., August, 2023

Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP.

Hailong Yang, Yi Liu, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

Computer, August, 2023

swSpAMM: optimizing large-scale sparse approximate matrix multiplication on Sunway Taihulight.

Xiaoyan Liu, Yi Liu, Bohong Yin, Hailong Yang, Zhongzhi Luan, Depei Qian

Frontiers Comput. Sci., 2023

LogQA: Question Answering in Unstructured Logs.

Shaohan Huang, Yi Liu, Carol J. Fung, Jiaxing Qi, Hailong Yang, Zhongzhi Luan

CoRR, 2023

EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs.

Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian

Proceedings of the International Conference for High Performance Computing, 2023

Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs.

Mingzhen Li, Hailong Yang, Shanjun Zhang, Fengwei Yu, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency.

Qi Zhang, Yi Liu, Tao Liu

IEEE Trans. Parallel Distributed Syst., 2022

Efficient detection of silent data corruption in HPC applications with synchronization-free message verification.

Guozhen Zhang, Yi Liu, Hailong Yang, Depei Qian

J. Supercomput., 2022

Magas: matrix-based asynchronous graph analytics on shared memory systems.

Le Luo, Yi Liu, Hailong Yang, Depei Qian

J. Supercomput., 2022

Accelerating approximate matrix multiplication for near-sparse matrices on GPUs.

Xiaoyan Liu, Yi Liu, Hailong Yang, Ming Dun, Bohong Yin, Zhongzhi Luan, Depei Qian

J. Supercomput., 2022

Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP.

Qingxiao Sun, Yi Liu, Hailong Yang, Ming Dun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

IEEE Trans. Computers, 2022

EasyScale: Accuracy-consistent Elastic Training for Deep Learning.

Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin

CoRR, 2022

FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity.

Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian

CoRR, 2022

CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Ruizhe Zhang, Ming Dun, Mingzhen Li, Xiaoyan Liu, Wencong Xiao, Yong Li, Zhongzhi Luan, Depei Qian

Proceedings of the SC22: International Conference for High Performance Computing, 2022

StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Toward accelerated stencil computation by adapting tensor core unit on GPU.

Xiaoyan Liu, Yi Liu, Hailong Yang, Jianjin Liao, Mingzhen Li, Zhongzhi Luan, Depei Qian

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Black-box Attacks to Log-based Anomaly Detection.

Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

The Deep Learning Compiler: A Comprehensive Survey.

Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2021

ELS: Emulation system for debugging and tuning large-scale parallel programs on small clusters.

Fang Lin, Yi Liu, Yayu Guo, Depei Qian

J. Supercomput., 2021

swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight.

Xiaogang Zhong, Mingzhen Li, Hailong Yang, Yi Liu, Depei Qian

IEEE Trans. Emerg. Top. Comput., 2021

User-level failure detection and auto-recovery of parallel programs in HPC systems.

Guozhen Zhang, Yi Liu, Hailong Yang, Jun Xu, Depei Qian

Frontiers Comput. Sci., 2021

Mutual calibration training: Training deep neural networks with noisy labels using dual-models.

Rui Liu, Yi Liu, Rui Wang, Yucong Zhou

Comput. Vis. Image Underst., 2021

Accelerating Sparse Approximate Matrix Multiplication on GPUs.

Xiaoyan Liu, Yi Liu, Ming Dun, Bohong Yin, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2021

Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors.

Mingzhen Li, Yi Liu, Hailong Yang, Yongmin Hu, Qingxiao Sun, Bangduo Chen, Xin You, Xiaoyan Liu, Zhongzhi Luan, Depei Qian

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Xiaoyan Liu, Ming Dun, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture.

Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2020

HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log.

Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan

IEEE Trans. Netw. Serv. Manag., 2020

Processing graphs with barrierless asynchronous parallel model on shared-memory systems.

Le Luo, Yi Liu

Future Gener. Comput. Syst., 2020

The Deep Learning Compiler: A Comprehensive Survey.

Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2020

FT-PBLAS: PBLAS-Based Fault-Tolerant Linear Algebra Computation on High-performance Computing Systems.

Yanchao Zhu, Yi Liu, Guozhen Zhang

IEEE Access, 2020

SpTFS: sparse tensor format selection for MTTKRP via deep learning.

Qingxiao Sun, Yi Liu, Ming Dun, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

Proceedings of the International Conference for High Performance Computing, 2020

Paddy: An Event Log Parsing Approach using Dynamic Dictionary.

Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan

Proceedings of the NOMS 2020, 2020

Real-Time Polyp Detection for Colonoscopy Video on CPU.

Xuetong Li, Rui Liu, Mingzhen Li, Yi Liu, Lianghui Jiang, Changhong Zhou

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

A Gated Few-shot Learning Model For Anomaly Detection.

Shaohan Huang, Yi Liu, Carol J. Fung, Wanhe An, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan

Proceedings of the 2020 International Conference on Information Networking, 2020

Transfer Log-based Anomaly Detection with Pseudo Labels.

Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

Improving parallel efficiency for asynchronous graph analytics using Gauss-Seidel-based matrix computation.

Le Luo, Yi Liu

Concurr. Comput. Pract. Exp., 2019

SunwayImg: A Parallel Image Processing Library for the Sunway Many-Core Processor.

Rui Liu, Yi Liu, Meiting Zhao, Kaida Song, Depei Qian

IEEE Access, 2019

Performance Evaluation and Analysis of Linear Algebra Kernels in the Prototype Tianhe-3 Cluster.

Xin You, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian

Proceedings of the Supercomputing Frontiers - 5th Asian Conference, 2019

Multiple Algorithms Against Multiple Hardware Architectures: Data-Driven Exploration on Deep Convolution Neural Network.

Chongyang Xu, Zhongzhi Luan, Lan Gao, Rui Wang, Han Zhang, Lianyi Zhang, Yi Liu, Depei Qian

Proceedings of the Network and Parallel Computing, 2019

Structure Characteristic-Aware Pruning Strategy for Convolutional Neural Networks.

Peixuan Zuo, Rui Wang, Xianya Fu, Hailong Yang, Yi Liu, Lianyi Zhang, Han Zhang, Depei Qian

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Generative Model for Probabilistic Inference.

Yi Liu, Yunchun Li, Honggang Zhou, Hailong Yang, Wei Li

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs.

Qingxiao Sun, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

A Lightweight and Flexible Tool for Distinguishing Between Hardware Malfunctions and Program Bugs in Debugging Large-Scale Programs.

Guozhen Zhang, Yi Liu, Hailong Yang, Depei Qian

IEEE Access, 2018

HPC-SFI: System-Level Fault Injection for High Performance Computing Systems.

Yanqi Wang, Qi Zhang, Yi Liu, Depei Qian

Proceedings of the Network and Parallel Computing, 2018

A Fine-Grained Performance Bottleneck Analysis Method for HDFS.

Yi Liu, Yunchun Li, Honggang Zhou, Jingyi Zhang, Hailong Yang, Wei Li

Proceedings of the Network and Parallel Computing, 2018

Re-Running Large-Scale Parallel Programs Using Two Nodes.

Yayu Guo, Fang Lin, Yi Liu, Depei Qian

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems.

Yanchao Zhu, Yi Liu, Mingzhen Li, Depei Qian

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Mitigating I/O Impact of Checkpointing on Large Scale Parallel Systems.

Nana Wang, Qingzheng Sun, Yi Liu, Depei Qian

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Multi-role SpTRSV on Sunway Many-Core Architecture.

Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017

ParaFlow: Fine-grained parallel SDN controller for large-scale networks.

Ping Song, Yi Liu, Chi Liu, Depei Qian

J. Netw. Comput. Appl., 2017

Controller-proxy: Scaling network management for large-scale SDN networks.

Ping Song, Yi Liu, Tianxiao Liu, Depei Qian

Comput. Commun., 2017

Flow Stealer: lightweight load balancing by stealing flows in distributed SDN controllers.

Ping Song, Yi Liu, Tianxiao Liu, Depei Qian

Sci. China Inf. Sci., 2017

2016

Coordinating workload balancing and power switching in renewable energy powered data center.

Xian Li, Rui Wang, Zhongzhi Luan, Yi Liu, Depei Qian

Frontiers Comput. Sci., 2016

DScheduler: Dynamic Network Scheduling Method for MapReduce in Distributed Controllers.

Tianxiao Liu, Yi Liu, Ping Song, Depei Qian

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Parallel Image Processing on the Sunway Many-Core Processor.

Meiting Zhao, Rui Liu, Yi Liu, Kaida Song, Depei Qian

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

Restricted Boltzmann Machines and Deep Belief Networks on Sunway Cluster.

Kaida Song, Yi Liu, Rui Wang, Meiting Zhao, Zi-Yu Hao, Depei Qian

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

SEIP: System for Efficient Image Processing on Distributed Platform.

Tao Liu, Yi Liu, Qin Li, Xiangrong Wang, Fei Gao, Yanchao Zhu, Depei Qian

J. Comput. Sci. Technol., 2015

Online Replacement of Distributed Controllers in Software Defined Networks.

Jingjing Zhang, Ping Song, Yi Liu, Depei Qian

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

JellyFish: Online Performance Tuning with Adaptive Configuration and Elastic Container in Hadoop Yarn.

Xiaoan Ding, Yi Liu, Depei Qian

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014

Lightweight dynamic partitioning for last-level cache of multicore processor on real system.

Ludan Zhang, Yi Liu, Rui Wang, Depei Qian

J. Supercomput., 2014

Paraio: A scalable network I/O framework for many-core systems.

Ping Song, Yi Liu, Chi Liu, Depei Qian, Qinfen Hao

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Efficient Work-Stealing with Blocking Deques.

Chi Liu, Ping Song, Yi Liu, Qinfen Hao

Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

2013

Partition-Based Hardware Transactional Memory for Many-Core Processors.

Yi Liu, Xinwei Zhang, Yonghui Wang, Depei Qian, Yali Chen, Jin Wu

Proceedings of the Network and Parallel Computing - 10th IFIP International Conference, 2013

SimNUMA: Simulating NUMA-Architecture Multiprocessor Systems Efficiently.

Yi Liu, Yanchao Zhu, Xiang Li, Zehui Ni, Tao Liu, Yali Chen, Jin Wu

Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

PT: A Lightweight Job Scheduler with Remote Interface for Multiprocessors.

Qingquan Wang, Rui Wang, Tao Liu, Yi Liu

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Pipeline-Based Parallel Framework for Mass File Processing.

Tao Liu, Yi Liu, Qingquan Wang, Xiangrong Wang, Fei Gao, Depei Qian

Proceedings of the 2013 International Conference on Cloud and Service Computing, 2013

2012

Measuring and Visualizing Thread Communications for Pthread Applications.

Shasha Wen, Yi Liu, Tao Liu, Ping Song, Bo Li, Depei Qian

Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

MOLTS: Mobile Object Localization and Tracking System Based on Wireless Sensor Networks.

Tao Liu, Yi Liu, Xiaozong Cui, Guangsheng Xu, Depei Qian

Proceedings of the Seventh IEEE International Conference on Networking, 2012

2010

Throughput maximization with bargaining game in cognitive radio networks.

Jinyan Lu, Rui Wang, Yi Liu, Depei Qian

Proceedings of the 3rd IFIP Wireless Days Conference 2010, 2010

A Novel Scheme for High Performance Finite-Difference Time-Domain (FDTD) Computations Based on GPU.

Tianshu Chu, Jian Dai, Depei Qian, Weiwei Fang, Yi Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2010

I/O Feature-based File Prefetching for Multi-Applications.

Haiyan Hu, Yi Liu, Depei Qian

Proceedings of the GCC 2010, 2010

Video Streaming over Wireless Mesh Networks with Multi-Gateway Support.

Huali Cui, Depei Qian, Xingjun Zhang, Yi Liu

Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

Efficient Transaction Nesting in Hardware Transactional Memory.

Yi Liu, Yangming Su, Cui Zhang, Mingyu Wu, Xin Zhang, He Li, Depei Qian

Proceedings of the Architecture of Computing Systems, 2010

2009

A Novel Spatio-Temporal Attributes Index Based Query for Wireless Sensor Networks.

Weiguo Wu, Heng Chen, Yong Wu, Yi Liu

Int. J. Distributed Sens. Networks, 2009

Intra-flow Network Coding Based Multipath Routing Protocol for Event-Driven Wireless Sensor Networks.

Jie Tong, Zhigao Du, Yi Liu, Depei Qian

Proceedings of the MSN 2009, 2009

RRDD: Receiver-oriented Robust Data Delivery in Mobile Sensor Networks.

Weiwei Fang, Xin Zhao, Tianshu Chu, Yuan An, Yi Liu, Depei Qian

Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

A Heuristic Energy-aware Scheduling Algorithm for Heterogeneous Clusters.

Yu Li, Yi Liu, Depei Qian

Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

Embedded Processors in Heterogeneous Architectures for Web Servers.

Bo Li, Yi Liu, Depei Qian

Proceedings of the 2009 International Conference on Internet Computing, 2009

2008

Auto-configuration of Shared Network-layer Address in Cluster-based Wireless Sensor Network.

Zhigao Du, Depei Qian, Slawomir Stanczak, Rubén Heras Evangelio, Yi Liu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Hardware Transactional Memory Supporting I/O Operations within Transactions.

Yi Liu, Xin Zhang, He Li, Mingxiu Li, Depei Qian

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

2007

Handover for Seamless Stream Media in Mobile IPv6 Network.

Yi Liu, Mingxiu Li, Bo Yang, Depei Qian, Weiguo Wu

Proceedings of the Wired/Wireless Internet Communications, 5th International Conference, 2007

An Approach of End-to-End DiffServ/MPLS QoS Context Transfer in HMIPv6 Net.

Chuda Liu, Yi Liu, Depei Qian, Mingxiu Li

Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007

An On-demand Address Allocation Scheme for Query based Sensor Networks.

Weiwei Fang, Yi Liu, Jin Wu, Depei Qian

Proceedings of the International Symposium on Autonomous Decentralized Systems (ISADS 2007), 2007

EDDS: An Efficient Data Delivery Scheme for Address-Free Wireless Sensor Networks.

Weiwei Fang, Yi Liu, Depei Qian

Proceedings of the Sixth International Conference on Networking (ICN 2007), 2007

2006

RSVP Context Extraction in IP Mobility Environments.

Chuda Liu, Depei Qian, Yi Liu, Yanping Li, Caiyuan Wang

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

2005

Mapping Resources for Network Emulation with Heuristic and Genetic Algorithms.

Yi Liu, Yanping Li, Kaiping Xiao, Huali Cui

Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

Solving Network Testbed Mapping Problem with Genetic Algorithm.

Yi Liu, Kaiping Xiao, Yanping Li

Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

2004

A Framework for End-to-End QoS Context Transfer in Mobile IPv6.

Chuda Liu, Depei Qian, Yi Liu, Kaiping Xiao

Proceedings of the Personal Wireless Communications, IFIP TC6 9th International Conference, 2004

2003

Site-Role Based GreedyDual-Size Replacement Algorithm.

Xingjun Zhang, Depei Qian, Dajun Wu, Yi Liu, Tao Liu

Proceedings of the Advances in Web-Age Information Management, 2003