Hailong Yang

According to our database, Hailong Yang authored at least 154 papers between 2010 and 2025.

Collaborative distances:

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

2025

Identifying Performance Inefficiencies of Parallel Program With Spatial and Temporal Trace Analysis.

Zhibo Xuan, Xin Sun, Xin You, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian

IEEE Trans. Parallel Distributed Syst., July, 2025

Deep Learning Operators Performance Tuning for Changeable Sized Input Data on Tensor Accelerate Hardware.

Pengyu Mu, Yi Liu, Rui Wang, Guoxiang Liu, Hangcheng An, Qianhe Zhao, Hailong Yang, Chenhao Xie, Zhongzhi Luan, Chunye Gong, Depei Qian

IEEE Trans. Computers, June, 2025

SimTrace: Exploiting Spatial and Temporal Sampling for Large-Scale Performance Analysis.

Zhibo Xuan, Xin You, Tianyu Feng, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian

ACM Trans. Archit. Code Optim., June, 2025

Exploiting Dynamic Regular Patterns in Irregular Programs for Efficient Vectorization.

Kelun Lei, Shaokang Du, Xin You, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian

ACM Trans. Archit. Code Optim., June, 2025

Hotspy: identifying performance hotspot with graph neural network based static analysis.

Da Huo, Xin You, Zhibo Xuan, Hailong Yang, Zhongzhi Luan, Depei Qian

CCF Trans. High Perform. Comput., June, 2025

SyncNOVA: an end-to-end fine-grained profiling tool oN lOck behaVior detection and critical section diAgnosis.

Wentao Feng, Shizhe Shang, Pengfei Li, Hailong Yang, Zhongzhi Luan, Depei Qian

CCF Trans. High Perform. Comput., April, 2025

Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection.

Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Hailong Yang, Depei Qian

CoRR, January, 2025

INSPIRIT: Adaptive Priority-based Task Scheduling for Heterogeneous Hardware.

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

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

GNNPerf: Towards Effective Performance Profiling and Analysis Across GNN Frameworks.

Kejie Ma, Hailong Yang, Zizheng Zhang, Xin You, Zhibo Xuan, Qingxiao Sun, Zhongzhi Luan, Yi Liu, Depei Qian

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

Towards Efficient Instruction Stream Scheduling for Stencil Computation on ARM Processors.

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

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

FastSpMM: Leveraging Tensor Cores for Sparse Matrix Multiplication.

Hongyu Wang, Mingzhen Li, Weile Jia, Hailong Yang, Guangming Tan

Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025

Past-Future Scheduler for LLM Serving under SLA Guarantees.

Ruihao Gong, Shihao Bai, Siyu Wu, Yunqian Fan, Zaijun Wang, Xiuhong Li, Hailong Yang, Xianglong Liu

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network.

Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian

IEEE Trans. Knowl. Data Eng., December, 2024

LogSay: An Efficient Comprehension System for Log Numerical Reasoning.

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

IEEE Trans. Computers, July, 2024

AtRec: Accelerating Recommendation Model Training on CPUs.

Siqi Wang, Tianyu Feng, Hailong Yang, Xin You, Bangduo Chen, Tongxuan Liu, Zhongzhi Luan, Depei Qian

IEEE Trans. Parallel Distributed Syst., June, 2024

Towards optimized tensor code generation for deep learning on sunway many-core processor.

Mingzhen Li, Changxi Liu, Jianjin Liao, Xuegui Zheng, Hailong Yang, Rujun Sun, Jun Xu, Lin Gan, Guangwen Yang, Zhongzhi Luan, Depei Qian

Frontiers Comput. Sci., April, 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

ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG.

Jiaxing Qi, Wencong Xiao, Mingzhen Li, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang, Zhongzhi Luan, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2024

Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities.

Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Bin Han, Hailong Yang, Depei Qian

CoRR, 2024

FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning.

Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian

CoRR, 2024

INSPIRIT: Optimizing Heterogeneous Task Scheduling through Adaptive Priority in Task-based Runtime Systems.

Yiqing Wang, Xiaoyan Liu, Hailong Yang, Xinyu Yang, Pengbo Wang, Yi Liu, Zhongzhi Luan, Depei Qian

CoRR, 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

Building a domain-specific compiler for emerging processors with a reusable approach.

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

Sci. China Inf. Sci., 2024

Gloss: Guiding Large Language Models to Answer Questions from System Logs.

Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE International Conference on Software Analysis, 2024

GVARP: Detecting Performance Variance on Large-Scale Heterogeneous Systems.

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

Proceedings of the International Conference for High Performance Computing, 2024

Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations.

Xiaoyan Liu, Xinyu Yang, Kejie Ma, Shanghao Liu, Kaige Zhang, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian

Proceedings of the International Conference for High Performance Computing, 2024

Tetris: Accelerating Sparse Convolution by Exploiting Memory Reuse on GPU.

Xiaoyan Liu, Xuegui Zheng, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core.

Kaige Zhang, Xiaoyan Liu, Hailong Yang, Tianyu Feng, Xinyu Yang, Yi Liu, Zhongzhi Luan, Depei Qian

Proceedings of the 53rd International Conference on Parallel Processing, 2024

PRoof: A Comprehensive Hierarchical Profiling Framework for Deep Neural Networks with Roofline Analysis.

Siyu Wu, Hailong Yang, Xin You, Ruihao Gong, Yi Liu, Zhongzhi Luan, Depei Qian

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Retrospection on the Performance Analysis Tools for Large-Scale HPC Programs.

Zhibo Xuan, Xin You, Hailong Yang, Mingzhen Li, Zhongzhi Luan, Yi Liu, Depei Qian

Proceedings of the 31st IEEE International Conference on High Performance Computing, 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

Adapting combined tiling to stencil optimizations on sunway processor.

Biao Sun, Mingzhen Li, Hailong Yang, Jun Xu, Zhongzhi Luan, Depei Qian

CCF Trans. High Perform. Comput., September, 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

LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection.

Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Hanlu Li, Danfeng Zhu, Depei Qian

IEEE Trans. Netw. Serv. Manag., June, 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

LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.

Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Carol J. Fung, Hailong Yang, Depei Qian

CoRR, 2023

LogQA: Question Answering in Unstructured Logs.

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

CoRR, 2023

TrivialSpy: Identifying Software Triviality via Fine-grained and Dataflow-based Value Profiling.

Xin You, Hailong Yang, Kelun Lei, Zhongzhi Luan, Depei Qian

Proceedings of the International Conference for High Performance Computing, 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 Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU.

Jianjin Liao, Mingzhen Li, Hailong Yang, Qingxiao Sun, Biao Sun, Jiwei Hao, Tianyu Feng, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

BiRFIA: Selective Binary Rewriting for Function Interception on ARM.

Kelun Lei, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 37th International Conference on Supercomputing, 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

Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster.

Kelun Lei, Shaokang Du, Xin You, Zhibo Xuan, Haoran Kong, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Efficient Deep Molecular Dynamic Model Training on Heterogeneous System.

Shaokang Du, Xin You, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

gGMED: Towards GPU Accelerated Geometric Modeling Evaluation and Derivative Processes.

Zhibo Xuan, Hailong Yang, Pengbo Wang, Xin Sun, Jiwei Hao, Shenglin Duan, Yongfeng Shi, Zhongzhi Luan, Depei Qian

Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.

Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Towards Optimized Hydrological Forecast Prediction of WRF-Hydro on GPU.

Hongrui Liu, Kelun Lei, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

VClinic: A Portable and Efficient Framework for Fine-Grained Value Profilers.

Xin You, Hailong Yang, Kelun Lei, Zhongzhi Luan, Depei Qian

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network.

Shaozhi Dai, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, He Wang, Hailong Yang, Depei Qian

IEEE Trans. Netw. Serv. Manag., December, 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

QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU.

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

Parallel Comput., 2022

Accelerating the cryo-EM structure determination in RELION on GPU cluster.

Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

Frontiers Comput. Sci., 2022

Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU.

Jianjin Liao, Mingzhen Li, Qingxiao Sun, Jiwei Hao, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 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

Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning.

Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

PowerSpector: Towards Energy Efficiency with Calling-Context-Aware Profiling.

Xin You, Hailong Yang, Zhibo Xuan, Zhongzhi Luan, Depei Qian

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

Vectorizing SpMV by Exploiting Dynamic Regular Patterns.

Xin You, Changxi Liu, Hailong Yang, Pengbo Wang, Zhongzhi Luan, Depei Qian

Proceedings of the 51st International Conference on Parallel Processing, 2022

Towards Optimized Streaming Tensor Completion on multiple GPUs.

Jiwei Hao, Hailong Yang, Qingxiao Sun, Huaitao Zhang, Zhongzhi Luan, Depei Qian

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 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

Towards efficient tile low-rank GEMM computation on sunway many-core processors.

Qingchang Han, Hailong Yang, Ming Dun, Zhongzhi Luan, Lin Gan, Guangwen Yang, 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

Towards efficient canonical polyadic decomposition on sunway many-core processor.

Ming Dun, Yunchun Li, Qingxiao Sun, Hailong Yang, Wei Li, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

Inf. Sci., 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

Adaptive watermark generation mechanism based on time series prediction for stream processing.

Yang Song, Yunchun Li, Hailong Yang, Jun Xu, Zerong Luan, Wei Li

Frontiers Comput. Sci., 2021

Accelerating Sparse Approximate Matrix Multiplication on GPUs.

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

CoRR, 2021

dgQuEST: Accelerating Large Scale Quantum Circuit Simulation through Hybrid CPU-GPU Memory Hierarchies.

Tianyu Feng, Siyan Chen, Xin You, Shuzhang Zhong, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the Network and Parallel Computing, 2021

An optimized tensor completion library for multiple GPUs.

Ming Dun, Yunchun Li, Hailong Yang, Qingxiao Sun, Zhongzhi Luan, Depei Qian

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 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

DRStencil: Exploiting Data Reuse within Low-order Stencil on GPU.

Xin You, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 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

PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference.

Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 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

Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer.

Yongmin Hu, 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

Temperature-Aware DRAM Cache Management - Relaxing Thermal Constraints in 3-D Systems.

Minxuan Zhou, Andreas Prodromou, Rui Wang, Hailong Yang, Depei Qian, Dean M. Tullsen

IEEE Trans. Comput. Aided Des. Integr. Circuits 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

Privacy for Rescue: A New Testimony Why Privacy is Vulnerable In Deep Models.

Ruiyuan Gao, Ming Dun, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2020

An Optimal Recovery Approach for Liberation Codes in Distributed Storage Systems.

Ningjing Liang, Xingjun Zhang, Hailong Yang, Xiaoshe Dong, Changjiang Zhang

IEEE Access, 2020

swGBDT: Efficient Gradient Boosted Decision Tree on Sunway Many-Core Processor.

Bohong Yin, Yunchun Li, Ming Dun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the Supercomputing Frontiers - 6th Asian Conference, 2020

ZeroSpy: exploring software inefficiency with redundant zeros.

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

Proceedings of the International Conference for High Performance Computing, 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

Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures.

Qingchang Han, Yongmin Hu, Fengwei Yu, Hailong Yang, Bing Liu, Peng Hu, Ruihao Gong, Yanfei Wang, Rui Wang, Zhongzhi Luan, Depei Qian

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 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

Towards GPU Acceleration of Phonon Computation with ShengBTE.

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

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 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

swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor.

Bangduo Chen, Mingzhen Li, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

Proceedings of the Benchmarking, Measuring, and Optimizing, 2020

2019

Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory.

Chao Yu, Yuebin Bai, Qingxiao Sun, Hailong Yang

ACM Trans. Archit. Code Optim., 2019

Accelerating in-memory transaction processing using general purpose graphics processing units.

Lan Gao, Yunlong Xu, Rui Wang, Hailong Yang, Zhongzhi Luan, Depei Qian

Future Gener. Comput. Syst., 2019

A novel index system describing program runtime characteristics for workload consolidation.

Lin Wang, Depei Qian, Rui Wang, Zhongzhi Luan, Hailong Yang, Huaxiang Zhang

Frontiers Comput. Sci., 2019

Intelligent-Unrolling: Exploiting Regular Patterns in Irregular Applications.

Changxi Liu, Hailong Yang, Xu Liu, Zhongzhi Luan, Depei Qian

CoRR, 2019

Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer.

Yongmin Hu, Hailong Yang, Zhongzhi Luan, Depei Qian

CoRR, 2019

swTVM: Exploring the Automated Compilation for Deep Learning on Sunway Architecture.

Changxi Liu, Hailong Yang, Rujun Sun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

CoRR, 2019

swTensor: accelerating tensor decomposition on Sunway architecture.

Xiaogang Zhong, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian

CCF Trans. High Perform. Comput., 2019

FPowerTool: A Function-Level Power Profiling Tool.

Guang Wei, Depei Qian, Hailong Yang, Zhongzhi Luan, Lin Wang

IEEE Access, 2019

ADSM: Adaptive Data Scheduling Method for Hybrid Memories in Distributed System.

Jiazhao Sun, Yunchun Li, Hailong Yang, Wei Li

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

Modeling Power Consumption of The Code Execution Using Performance Counters Statistics.

Guang Wei, Depei Qian, Hailong Yang, Zhongzhi Luan

Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling.

Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li

Proceedings of the Network and Parallel Computing, 2019

Redundant loads: a software inefficiency indicator.

Pengfei Su, Shasha Wen, Hailong Yang, Milind Chabbi, Xu Liu

Proceedings of the 41st International Conference on Software Engineering, 2019

Improving the Parallelism of CESM on GPU.

Zehui Jin, Ming Dun, Xin You, Hailong Yang, Yunchun Li, Yingchun Lin, Zhongzhi Luan, Depei Qian

Proceedings of the Algorithms and Architectures for Parallel Processing, 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

Towards a General and Efficient Linked-List Hash Table on GPUs.

Lan Gao, Yunlong Xu, Chongyang Xu, Rui Wang, Hailong Yang, Zhongzhi Luan, 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

swCPD: Optimizing Canonical Polyadic Decomposition on Sunway Manycore Architecture.

Ming Dun, Yunchun Li, Hailong Yang, Wei Li, Zhongzhi Luan, 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

L-DAG: Enabling Loopy Workflow in Scientific Application with Automatic DAG Transformation.

Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 2019 IEEE Intl Conf on Dependable, 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

Accelerating tile low-rank GEMM on sunway architecture: POSTER.

Qingchang Han, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

2018

LWPTool: A Lightweight Profiler to Guide Data Layout Optimization.

Chao Yu, Probir Roy, Yuebin Bai, Hailong Yang, Xu Liu

IEEE Trans. Parallel Distributed Syst., 2018

SMGuard: A Flexible and Fine-Grained Resource Management Framework for GPUs.

Chao Yu, Yuebin Bai, Hailong Yang, Kun Cheng, Yuhao Gu, Zhongzhi Luan, Depei Qian

IEEE Trans. Parallel Distributed Syst., 2018

SRAM- and STT-RAM-based hybrid, shared last-level cache for on-chip CPU-GPU heterogeneous architectures.

Lan Gao, Rui Wang, Yunlong Xu, Hailong Yang, Zhongzhi Luan, Depei Qian, Han Zhang, Jihong Cai

J. Supercomput., 2018

T1000: Mitigating the memory footprint of convolution neural networks with decomposition and re-fusion.

Changxi Liu, Hailong Yang, Rui Wang, Zhongzhi Luan, Depei Qian

Future Gener. Comput. Syst., 2018

Generative Model for Heterogeneous Inference.

Honggang Zhou, Yunchun Li, Hailong Yang, Wei Li, Jie Jia

CoRR, 2018

BigRoots: An Effective Approach for Root-Cause Analysis of Stragglers in Big Data System.

Honggang Zhou, Yunchun Li, Hailong Yang, Jie Jia, Wei Li

IEEE Access, 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

Sparsing Deep Neural Network Using Semi-Discrete Matrix Decomposition.

Xianya Fu, Peixuan Zuo, Jia Zhai, Rui Wang, Hailong Yang, Depei Qian

IEEE Access, 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

Towards Efficient SpMV on Sunway Manycore Architectures.

Changxi Liu, Biwei Xie, Xin Liu, Wei Xue, Hailong Yang, Xu Liu

Proceedings of the 32nd International Conference on Supercomputing, 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

Research on Asynchronous Inter-VM Communication Mechanism Based on Embedded Hypervisor.

Rui Wang, Libin Xu, Yuebin Bai, Kun Cheng, Zhongzhao Wang, Guangqiang Luan, Hailong Yang, Weitao Wang

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2.

Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition.

Weicheng Li, Dan Jia, Jia Zhai, Jihong Cai, Han Zhang, Lianyi Zhang, Hailong Yang, Depei Qian, Rui Wang

Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

2017

iDPL: A scalable and flexible inter-continental testbed for data placement research and experiment.

Guang Wei, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP.

Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, Jason Mars

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

Efficient Asynchronous Communication between Virtual Machines in Embedded Systems.

Rui Wang, Libin Xu, Yuebin Bai, Zhongzhao Wang, Hailong Yang, Lijun Zhang

Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Data Mining Based Root-Cause Analysis of Performance Bottleneck for Big Data Workload.

Weichen Qi, Yunchun Li, Honggang Zhou, Wei Li, Hailong Yang

Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers.

Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant.

Johann Hauswald, Michael A. Laurenzano, Yunqi Zhang, Hailong Yang, Yiping Kang, Cheng Li, Austin Rovinski, Arjun Khurana, Ronald G. Dreslinski, Trevor N. Mudge, Vinicius Petrucci, Lingjia Tang, Jason Mars

ACM Trans. Comput. Syst., 2016

VinaSC: Scalable Autodock Vina with fine-grained scheduling on heterogeneous platform.

Lang Yu, Zhongzhi Luan, Xiangzheng Sun, Zhe Wang, Hailong Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers.

Quan Chen, Hailong Yang, Jason Mars, Lingjia Tang

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015

Request Squeezer: Mitigating Tail Latency through Pruned Request Replication.

Zuowei Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Data Analysis and Synchronization on Inter-Continent Data Placement Laboratory.

Kun Qian, Zhongzhi Luan, Zuowei Zhang, Hailong Yang, Yaqi Yang, Depei Qian

Proceedings of the International Conference on Cloud Computing and Big Data, 2015

2014

iMeter: An integrated VM power model based on performance profiling.

Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian

Future Gener. Comput. Syst., 2014

Performance-Aware Based Correlated Datasets Replication Strategy.

Lin Ye, Zhongzhi Luan, Hailong Yang

Proceedings of the Trustworthy Computing and Services - International Conference, 2014

2013

Energy Efficiency Evaluation of Workload Execution on Intel Xeon Phi Coprocessor.

Qi Zhao, Hailong Yang, Guang Wei, Zhongzhi Luan, Depei Qian

Proceedings of the Trustworthy Computing and Services, 2013

Bubble-flux: precise online QoS management for increased utilization in warehouse scale computers.

Hailong Yang, Alex D. Breslow, Jason Mars, Lingjia Tang

Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

POIGEM: A Programming-Oriented Instruction Level GPU Energy Model for CUDA Program.

Qi Zhao, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

2012

MapReduce Workload Modeling with Statistical Approach.

Hailong Yang, Zhongzhi Luan, Wenjun Li, Depei Qian

J. Grid Comput., 2012

Efficient Statistical Computing on Multicore and MultiGPU Systems.

Yulong Ou, Bo Li, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Statistics-based Workload Modeling for MapReduce.

Hailong Yang, Zhongzhi Luan, Wenjun Li, Depei Qian, Gang Guan

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

UVMPM: A Unitary Approach for VM Power Metering Based on Performance Profiling.

Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian

Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

CPOP: Component Design and Parallelization towards POP Ocean Model Based on ESMF.

Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian

Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

2011

Energy Prediction for MapReduce Workloads.

Wenjun Li, Hailong Yang, Zhongzhi Luan, Depei Qian

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

CDebugger: A scalable parallel debugger with dynamic communication topology configuration.

Juncheng Zhang, Zhongzhi Luan, Wenjun Li, Hailong Yang, Junjie Ni, Yuanqiang Huang, Depei Qian

Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011

2010

Accelerating Dock6's Amber Scoring with Graphic Processing Unit.

Hailong Yang, Bo Li, Yongjian Wang, Zhongzhi Luan, Depei Qian, Tianshu Chu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2010