Yi Liu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 58

Top Topics

Matrix Multiplication

Anomaly Detection

Top Venues

HPCC/SmartCity/DSS

J. Supercomput.

Publications

Yiqing Wang, Xiaoyan Liu, Hailong Yang, Xinyu Yang, Pengbo Wang, Yi Liu, Zhongzhi Luan, Depei Qian
INSPIRIT: Optimizing Heterogeneous Task Scheduling through Adaptive Priority in Task-based Runtime Systems. CoRR (2024)
Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian
Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs. IEEE Trans. Parallel Distributed Syst. 35 (1) (2024)
Siyu Wu, Hailong Yang, Xin You, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian
PRoof: A Comprehensive Hierarchical Profiling Framework for Deep Neural Networks with Roofline Analysis. ICPP (2024)
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
Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding. CoRR (2024)
Mingzhen Li, Yi Liu, Bangduo Chen, Hailong Yang, Zhongzhi Luan, Depei Qian
Building a domain-specific compiler for emerging processors with a reusable approach. Sci. China Inf. Sci. 67 (1) (2024)
Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian
Gloss: Guiding Large Language Models to Answer Questions from System Logs. SANER (2024)
Kaige Zhang, Xiaoyan Liu, Hailong Yang, Tianyu Feng, Xinyu Yang, Yi Liu, Zhongzhi Luan, Depei Qian
Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core. ICPP (2024)
Jie Jia, Yi Liu, Guozhen Zhang, Yulin Gao, Depei Qian
Software approaches for resilience of high performance computing systems: a survey. Frontiers Comput. Sci. 17 (4) (2023)
Pengyu Mu, Yi Liu, Rui Wang, Guoxiang Liu, Zhonghao Sun, Hailong Yang, Zhongzhi Luan, Depei Qian
HAOTuner: A Hardware Adaptive Operator Auto-Tuner for Dynamic Shape Tensor Compilers. IEEE Trans. Computers 72 (11) (2023)
Xiaoyan Liu, Yi Liu, Bohong Yin, Hailong Yang, Zhongzhi Luan, Depei Qian
swSpAMM: optimizing large-scale sparse approximate matrix multiplication on Sunway Taihulight. Frontiers Comput. Sci. 17 (4) (2023)
Hailong Yang, Yi Liu, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP. Computer 56 (8) (2023)
Shaohan Huang, Yi Liu, Carol J. Fung, He Wang, Hailong Yang, Zhongzhi Luan
Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers. IEEE Trans. Computers 72 (9) (2023)
Mingzhen Li, Hailong Yang, Shanjun Zhang, Fengwei Yu, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian
Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs. ICPP (2023)
Qingxiao Sun, Yi Liu, Hailong Yang, Ruizhe Zhang, Ming Dun, Mingzhen Li, Xiaoyan Liu, Wencong Xiao, Yong Li, Zhongzhi Luan, Depei Qian
CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs. SC (2022)
Qingxiao Sun, Yi Liu, Hailong Yang, Ming Dun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP. IEEE Trans. Computers 71 (8) (2022)
Qi Zhang, Yi Liu, Tao Liu
iBalancer: Load-Aware in-Server Flow Scheduling for Sub-Millisecond Tail Latency. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian
FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. CoRR (2022)
Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan
Black-box Attacks to Log-based Anomaly Detection. CNSM (2022)
Guozhen Zhang, Yi Liu, Hailong Yang, Depei Qian
Efficient detection of silent data corruption in HPC applications with synchronization-free message verification. J. Supercomput. 78 (1) (2022)
Xiaoyan Liu, Yi Liu, Hailong Yang, Ming Dun, Bohong Yin, Zhongzhi Luan, Depei Qian
Accelerating approximate matrix multiplication for near-sparse matrices on GPUs. J. Supercomput. 78 (9) (2022)
Le Luo, Yi Liu, Hailong Yang, Depei Qian
Magas: matrix-based asynchronous graph analytics on shared memory systems. J. Supercomput. 78 (4) (2022)
Rui Liu, Yi Liu, Rui Wang, Yucong Zhou
Mutual calibration training: Training deep neural networks with noisy labels using dual-models. Comput. Vis. Image Underst. 212 (2021)
Xiaogang Zhong, Mingzhen Li, Hailong Yang, Yi Liu, Depei Qian
swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Fang Lin, Yi Liu, Yayu Guo, Depei Qian
ELS: Emulation system for debugging and tuning large-scale parallel programs on small clusters. J. Supercomput. 77 (2) (2021)
Guozhen Zhang, Yi Liu, Hailong Yang, Jun Xu, Depei Qian
User-level failure detection and auto-recovery of parallel programs in HPC systems. Frontiers Comput. Sci. 15 (6) (2021)
Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
The Deep Learning Compiler: A Comprehensive Survey. IEEE Trans. Parallel Distributed Syst. 32 (3) (2021)
Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Xiaoyan Liu, Ming Dun, Zhongzhi Luan, Depei Qian
csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs. CLUSTER (2021)
Mingzhen Li, Yi Liu, Hailong Yang, Yongmin Hu, Qingxiao Sun, Bangduo Chen, Xin You, Xiaoyan Liu, Zhongzhi Luan, Depei Qian
Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors. ICPP (2021)
Xiaoyan Liu, Yi Liu, Ming Dun, Bohong Yin, Hailong Yang, Zhongzhi Luan, Depei Qian
Accelerating Sparse Approximate Matrix Multiplication on GPUs. CoRR (2021)
Shaohan Huang, Yi Liu, Carol Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
Paddy: An Event Log Parsing Approach using Dynamic Dictionary. NOMS (2020)
Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian
The Deep Learning Compiler: A Comprehensive Survey. CoRR (2020)
Shaohan Huang, Yi Liu, Carol Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
Transfer Log-based Anomaly Detection with Pseudo Labels. CNSM (2020)
Yanchao Zhu, Yi Liu, Guozhen Zhang
FT-PBLAS: PBLAS-Based Fault-Tolerant Linear Algebra Computation on High-performance Computing Systems. IEEE Access 8 (2020)
Shaohan Huang, Yi Liu, Carol Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Shaohan Huang, Yi Liu, Carol J. Fung, Wanhe An, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
A Gated Few-shot Learning Model For Anomaly Detection. ICOIN (2020)
Qingxiao Sun, Yi Liu, Ming Dun, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian
SpTFS: sparse tensor format selection for MTTKRP via deep learning. SC (2020)
Xuetong Li, Rui Liu, Mingzhen Li, Yi Liu, Lianghui Jiang, Changhong Zhou
Real-Time Polyp Detection for Colonoscopy Video on CPU. ICTAI (2020)
Chongyang Xu, Zhongzhi Luan, Lan Gao, Rui Wang, Han Zhang, Lianyi Zhang, Yi Liu, Depei Qian
Multiple Algorithms Against Multiple Hardware Architectures: Data-Driven Exploration on Deep Convolution Neural Network. NPC (2019)
Yi Liu, Yunchun Li, Honggang Zhou, Hailong Yang, Wei Li
Generative Model for Probabilistic Inference. DASC/PiCom/DataCom/CyberSciTech (2019)
Qingxiao Sun, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian
SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs. CLUSTER (2019)
Xin You, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian
Performance Evaluation and Analysis of Linear Algebra Kernels in the Prototype Tianhe-3 Cluster. SCFA (2019)
Rui Liu, Yi Liu, Meiting Zhao, Kaida Song, Depei Qian
SunwayImg: A Parallel Image Processing Library for the Sunway Many-Core Processor. IEEE Access 7 (2019)
Peixuan Zuo, Rui Wang, Xianya Fu, Hailong Yang, Yi Liu, Lianyi Zhang, Han Zhang, Depei Qian
Structure Characteristic-Aware Pruning Strategy for Convolutional Neural Networks. HPCC/SmartCity/DSS (2019)
Nana Wang, Qingzheng Sun, Yi Liu, Depei Qian
Mitigating I/O Impact of Checkpointing on Large Scale Parallel Systems. HPCC/SmartCity/DSS (2018)
Yi Liu, Yunchun Li, Honggang Zhou, Jingyi Zhang, Hailong Yang, Wei Li
A Fine-Grained Performance Bottleneck Analysis Method for HDFS. NPC (2018)
Mingzhen Li, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian
Multi-role SpTRSV on Sunway Many-Core Architecture. HPCC/SmartCity/DSS (2018)
Yayu Guo, Fang Lin, Yi Liu, Depei Qian
Re-Running Large-Scale Parallel Programs Using Two Nodes. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Guozhen Zhang, Yi Liu, Hailong Yang, Depei Qian
A Lightweight and Flexible Tool for Distinguishing Between Hardware Malfunctions and Program Bugs in Debugging Large-Scale Programs. IEEE Access 6 (2018)
Yanchao Zhu, Yi Liu, Mingzhen Li, Depei Qian
Block-Checksum-Based Fault Tolerance for Matrix Multiplication on Large-Scale Parallel Systems. HPCC/SmartCity/DSS (2018)
Yanqi Wang, Qi Zhang, Yi Liu, Depei Qian
HPC-SFI: System-Level Fault Injection for High Performance Computing Systems. NPC (2018)
Ping Song, Yi Liu, Tianxiao Liu, Depei Qian
Flow Stealer: lightweight load balancing by stealing flows in distributed SDN controllers. Sci. China Inf. Sci. 60 (3) (2017)
Ping Song, Yi Liu, Tianxiao Liu, Depei Qian
Controller-proxy: Scaling network management for large-scale SDN networks. Comput. Commun. 108 (2017)
Ping Song, Yi Liu, Chi Liu, Depei Qian
ParaFlow: Fine-grained parallel SDN controller for large-scale networks. J. Netw. Comput. Appl. 87 (2017)
Tianxiao Liu, Yi Liu, Ping Song, Depei Qian
DScheduler: Dynamic Network Scheduling Method for MapReduce in Distributed Controllers. ICPADS (2016)
Kaida Song, Yi Liu, Rui Wang, Meiting Zhao, Zi-Yu Hao, Depei Qian
Restricted Boltzmann Machines and Deep Belief Networks on Sunway Cluster. HPCC/SmartCity/DSS (2016)
Xian Li, Rui Wang, Zhongzhi Luan, Yi Liu, Depei Qian
Coordinating workload balancing and power switching in renewable energy powered data center. Frontiers Comput. Sci. 10 (3) (2016)
Meiting Zhao, Rui Liu, Yi Liu, Kaida Song, Depei Qian
Parallel Image Processing on the Sunway Many-Core Processor. HPCC/SmartCity/DSS (2016)
Tao Liu, Yi Liu, Qin Li, Xiangrong Wang, Fei Gao, Yanchao Zhu, Depei Qian
SEIP: System for Efficient Image Processing on Distributed Platform. J. Comput. Sci. Technol. 30 (6) (2015)
Xiaoan Ding, Yi Liu, Depei Qian
JellyFish: Online Performance Tuning with Adaptive Configuration and Elastic Container in Hadoop Yarn. ICPADS (2015)
Jingjing Zhang, Ping Song, Yi Liu, Depei Qian
Online Replacement of Distributed Controllers in Software Defined Networks. ICPADS (2015)
Ping Song, Yi Liu, Chi Liu, Depei Qian, Qinfen Hao
Paraio: A scalable network I/O framework for many-core systems. ICPADS (2014)
Chi Liu, Ping Song, Yi Liu, Qinfen Hao
Efficient Work-Stealing with Blocking Deques. HPCC/CSS/ICESS (2014)
Ludan Zhang, Yi Liu, Rui Wang, Depei Qian
Lightweight dynamic partitioning for last-level cache of multicore processor on real system. J. Supercomput. 69 (2) (2014)
Yi Liu, Yanchao Zhu, Xiang Li, Zehui Ni, Tao Liu, Yali Chen, Jin Wu
SimNUMA: Simulating NUMA-Architecture Multiprocessor Systems Efficiently. ICPADS (2013)
Yi Liu, Xinwei Zhang, Yonghui Wang, Depei Qian, Yali Chen, Jin Wu
Partition-Based Hardware Transactional Memory for Many-Core Processors. NPC (2013)
Tao Liu, Yi Liu, Qingquan Wang, Xiangrong Wang, Fei Gao, Depei Qian
Pipeline-Based Parallel Framework for Mass File Processing. CSC (2013)
Qingquan Wang, Rui Wang, Tao Liu, Yi Liu
PT: A Lightweight Job Scheduler with Remote Interface for Multiprocessors. CSE (2013)
Ludan Zhang, Yi Liu, Rui Wang, Depei Qian
Lightweight Dynamic Partitioning for Last Level Cache of Multicore Processor on Real System. PDCAT (2012)
Tao Liu, Yi Liu, Xiaozong Cui, Guangsheng Xu, Depei Qian
MOLTS: Mobile Object Localization and Tracking System Based on Wireless Sensor Networks. NAS (2012)
Shasha Wen, Yi Liu, Tao Liu, Ping Song, Bo Li, Depei Qian
Measuring and Visualizing Thread Communications for Pthread Applications. PDCAT (2012)
Yi Liu, Yangming Su, Cui Zhang, Mingyu Wu, Xin Zhang, He Li, Depei Qian
Efficient Transaction Nesting in Hardware Transactional Memory. ARCS (2010)
Huali Cui, Depei Qian, Xingjun Zhang, Yi Liu
Video Streaming over Wireless Mesh Networks with Multi-Gateway Support. EUC (2010)
Tianshu Chu, Jian Dai, Depei Qian, Weiwei Fang, Yi Liu
A Novel Scheme for High Performance Finite-Difference Time-Domain (FDTD) Computations Based on GPU. ICA3PP (1) (2010)
Jinyan Lu, Rui Wang, Yi Liu, Depei Qian
Throughput maximization with bargaining game in cognitive radio networks. Wireless Days (2010)
Haiyan Hu, Yi Liu, Depei Qian
I/O Feature-based File Prefetching for Multi-Applications. GCC (2010)
Weiwei Fang, Xin Zhao, Tianshu Chu, Yuan An, Yi Liu, Depei Qian
RRDD: Receiver-oriented Robust Data Delivery in Mobile Sensor Networks. MASS (2009)
Jie Tong, Zhigao Du, Yi Liu, Depei Qian
Intra-flow Network Coding Based Multipath Routing Protocol for Event-Driven Wireless Sensor Networks. MSN (2009)
Yu Li, Yi Liu, Depei Qian
A Heuristic Energy-aware Scheduling Algorithm for Heterogeneous Clusters. ICPADS (2009)
Weiguo Wu, Heng Chen, Yong Wu, Yi Liu
A Novel Spatio-Temporal Attributes Index Based Query for Wireless Sensor Networks. Int. J. Distributed Sens. Networks 5 (1) (2009)
Bo Li, Yi Liu, Depei Qian
Embedded Processors in Heterogeneous Architectures for Web Servers. International Conference on Internet Computing (2009)
Zhigao Du, Depei Qian, Slawomir Stanczak, Rubén Heras Evangelio, Yi Liu
Auto-configuration of Shared Network-layer Address in Cluster-based Wireless Sensor Network. ICNSC (2008)
Yi Liu, Xin Zhang, He Li, Mingxiu Li, Depei Qian
Hardware Transactional Memory Supporting I/O Operations within Transactions. HPCC (2008)
Chuda Liu, Yi Liu, Depei Qian, Mingxiu Li
An Approach of End-to-End DiffServ/MPLS QoS Context Transfer in HMIPv6 Net. ISADS (2007)
Weiwei Fang, Yi Liu, Jin Wu, Depei Qian
An On-demand Address Allocation Scheme for Query based Sensor Networks. ISADS (2007)
Yi Liu, Mingxiu Li, Bo Yang, Depei Qian, Weiguo Wu
Handover for Seamless Stream Media in Mobile IPv6 Network. WWIC (2007)
Weiwei Fang, Yi Liu, Depei Qian
EDDS: An Efficient Data Delivery Scheme for Address-Free Wireless Sensor Networks. ICN (2007)
Chuda Liu, Depei Qian, Yi Liu, Yanping Li, Caiyuan Wang
RSVP Context Extraction in IP Mobility Environments. VTC Spring (2006)
Yi Liu, Yanping Li, Kaiping Xiao, Huali Cui
Mapping Resources for Network Emulation with Heuristic and Genetic Algorithms. PDCAT (2005)
Yi Liu, Kaiping Xiao, Yanping Li
Solving Network Testbed Mapping Problem with Genetic Algorithm. AIAI (2005)
Chuda Liu, Depei Qian, Yi Liu, Kaiping Xiao
A Framework for End-to-End QoS Context Transfer in Mobile IPv6. PWC (2004)
Xingjun Zhang, Depei Qian, Dajun Wu, Yi Liu, Tao Liu
Site-Role Based GreedyDual-Size Replacement Algorithm. WAIM (2003)