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Hailong Yang
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2020 – today
- 2025
- [j63]Wenyan Wang, Wei Shi, Chuanqi Nie, Weipeng Xing, Hailong Yang, Feng Li, Jinyang Liu, Geng Tian, Bing Wang, Jialiang Yang:
Prediction of colorectal cancer microsatellite instability and tumor mutational burden from histopathological images using multiple instance learning. Biomed. Signal Process. Control. 104: 107608 (2025) - [i23]Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Hailong Yang, Depei Qian:
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection. CoRR abs/2501.12166 (2025) - 2024
- [j62]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) - [j61]Shiyuan Liu, Yunchun Li, Hailong Yang, Ming Dun, Chen Chen, Huaitao Zhang, Wei Li:
QAAS: quick accurate auto-scaling for streaming processing. Frontiers Comput. Sci. 18(1): 181201 (2024) - [j60]Mingzhen Li, Changxi Liu
, Jianjin Liao, Xuegui Zheng, Hailong Yang, Rujun Sun, Jun Xu, Lin Gan, Guangwen Yang, Zhongzhi Luan, Depei Qian:
Towards optimized tensor code generation for deep learning on sunway many-core processor. Frontiers Comput. Sci. 18(2): 182101 (2024) - [j59]Hailong Yang, Yinghao Liu, Tian Xia:
Defect Detection Scheme of Pins for Aviation Connectors Based on Image Segmentation and Improved RESNET-50. Int. J. Image Graph. 24(1): 2450011:1-2450011:14 (2024) - [j58]Yinfeng Zhou
, Jinjin Li, Hailong Yang
, Qingyuan Xu
, Taoli Yang, Danlu Feng:
Knowledge structures construction and learning paths recommendation based on formal contexts. Int. J. Mach. Learn. Cybern. 15(4): 1605-1620 (2024) - [j57]Hao Wu
, Chenzuo Ye, Xiangjun Pei, Takashi Oguchi
, Zhihao He, Hailong Yang, Runqiu Huang:
Incorporating Effects of Slope Units and Sliding Areas into Seismically Induced Landslide Risk Modeling in Tectonically Active Mountainous Areas. Remote. Sens. 16(18): 3517 (2024) - [j56]Yuxin Wan, Caiyi Wang, Bingao Zhang, Yixuan Liu, Hailong Yang, Fengyu Liu, Jingjing Xu
, Shengyong Xu
:
Biocompatible Electrical and Optical Interfaces for Implantable Sensors and Devices. Sensors 24(12): 3799 (2024) - [j55]Jiaxing Qi
, Zhongzhi Luan
, Shaohan Huang
, Carol J. Fung
, Hailong Yang
:
LogSay: An Efficient Comprehension System for Log Numerical Reasoning. IEEE Trans. Computers 73(7): 1809-1821 (2024) - [j54]Jiaxing Qi
, Zhongzhi Luan
, Shaohan Huang
, Carol J. Fung
, Hailong Yang
, Depei Qian
:
SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network. IEEE Trans. Knowl. Data Eng. 36(12): 9322-9335 (2024) - [j53]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): 20-33 (2024) - [j52]Siqi Wang
, Tianyu Feng
, Hailong Yang
, Xin You
, Bangduo Chen
, Tongxuan Liu
, Zhongzhi Luan
, Depei Qian
:
AtRec: Accelerating Recommendation Model Training on CPUs. IEEE Trans. Parallel Distributed Syst. 35(6): 750-763 (2024) - [j51]Jiaxing Qi
, Wencong Xiao, Mingzhen Li
, Chaojie Yang, Yong Li, Wei Lin, Hailong Yang
, Zhongzhi Luan
, Depei Qian
:
ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. IEEE Trans. Parallel Distributed Syst. 35(10): 1708-1720 (2024) - [c91]Zhibo Xuan, Xin You, Hailong Yang, Mingzhen Li, Zhongzhi Luan, Yi Liu, Depei Qian:
Retrospection on the Performance Analysis Tools for Large-Scale HPC Programs. HiPC 2024: 34-44 - [c90]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: 822-832 - [c89]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: 1124-1134 - [c88]Xiaoyan Liu
, Xuegui Zheng
, Hailong Yang
, Zhongzhi Luan
, Depei Qian
:
Tetris: Accelerating Sparse Convolution by Exploiting Memory Reuse on GPU. PPoPP 2024: 229-242 - [c87]Xiaoyan Liu, Xinyu Yang, Kejie Ma, Shanghao Liu, Kaige Zhang, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian:
Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations. SC 2024: 20 - [c86]Xin You, Zhibo Xuan, Hailong Yang, Zhongzhi Luan, Yi Liu, Depei Qian:
GVARP: Detecting Performance Variance on Large-Scale Heterogeneous Systems. SC 2024: 57 - [c85]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: 91-101 - [i22]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 abs/2402.15678 (2024) - [i21]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 abs/2404.03226 (2024) - [i20]Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian:
FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning. CoRR abs/2406.07925 (2024) - [i19]Tongxuan Liu, Xingyu Wang, Weizhe Huang, Wenjiang Xu, Yuting Zeng, Lei Jiang, Hailong Yang, Jing Li:
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion. CoRR abs/2409.14051 (2024) - [i18]Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Xingyu Wang, Jiaxing Wang, Hailong Yang, Jing Li:
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models. CoRR abs/2409.17539 (2024) - [i17]Hailong Yang, Zhaohong Deng, Wei Zhang, Zhuangzhuang Zhao, Guanjin Wang, Kup-Sze Choi:
Generative Fuzzy System for Sequence Generation. CoRR abs/2411.13867 (2024) - [i16]Hailong Yang, Mingxian Gu, Renhuo Zhao, Fuping Hu, Zhaohong Deng, Yitang Chen:
XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation. CoRR abs/2411.13932 (2024) - [i15]Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Bin Han, Hailong Yang, Depei Qian:
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities. CoRR abs/2412.13529 (2024) - 2023
- [j50]Biao Sun, Mingzhen Li, Hailong Yang
, Jun Xu, Zhongzhi Luan, Depei Qian:
Adapting combined tiling to stencil optimizations on sunway processor. CCF Trans. High Perform. Comput. 5(3): 322-333 (2023) - [j49]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): 4-7 (2023) - [j48]Xu Ping, Fubin Yang, Hongguang Zhang, Chengda Xing, Zhuxian Liu, Hailong Yang, Yan Wang:
Ensemble learning-based nonlinear time series prediction and dynamic multi-objective optimization of organic rankine cycle (ORC) under actual driving cycle. Eng. Appl. Artif. Intell. 126: 106979 (2023) - [j47]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): 174104 (2023) - [j46]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): 2656-2667 (2023) - [j45]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): 3178-3190 (2023) - [j44]Jiaxing Qi
, Zhongzhi Luan
, Shaohan Huang
, Carol J. Fung
, Hailong Yang
, Hanlu Li, Danfeng Zhu, Depei Qian:
LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 20(2): 1378-1391 (2023) - [j43]Hailong Yang
, Zuyuan Yang, Lingjiang Li, Junhang Chen:
A method of smoothing laser spot deformation. Vis. Comput. 39(12): 6689-6697 (2023) - [c84]Xin You, Hailong Yang, Kelun Lei
, Zhongzhi Luan, Depei Qian:
VClinic: A Portable and Efficient Framework for Fine-Grained Value Profilers. ASPLOS (2) 2023: 892-904 - [c83]Hongrui Liu, Kelun Lei, Hailong Yang, Zhongzhi Luan, Depei Qian:
Towards Optimized Hydrological Forecast Prediction of WRF-Hydro on GPU. HPCC/DSS/SmartCity/DependSys 2023: 138-145 - [c82]Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu:
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. HPCC/DSS/SmartCity/DependSys 2023: 273-280 - [c81]Zhibo Xuan, Hailong Yang, Pengbo Wang, Xin Sun, Jiwei Hao, Shenglin Duan, Yongfeng Shi, Zhongzhi Luan, Depei Qian:
gGMED: Towards GPU Accelerated Geometric Modeling Evaluation and Derivative Processes. ICA3PP (3) 2023: 378-397 - [c80]Kelun Lei, Shaokang Du, Xin You, Zhibo Xuan, Haoran Kong, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian:
Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster. ICPADS 2023: 751-756 - [c79]Shaokang Du, Xin You, Hailong Yang, Jing Shang, Zhiwen Xiao, Zhihui Wu, Zhongzhi Luan, Depei Qian:
Efficient Deep Molecular Dynamic Model Training on Heterogeneous System. ICPADS 2023: 1869-1876 - [c78]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: 786-796 - [c77]Kelun Lei
, Xin You
, Hailong Yang
, Zhongzhi Luan
, Depei Qian
:
BiRFIA: Selective Binary Rewriting for Function Interception on ARM. ICS 2023: 87-98 - [c76]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:
Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. IPDPS 2023: 156-166 - [c75]Mingzhen Li
, Wencong Xiao
, Hailong Yang
, Biao Sun
, Hanyu Zhao
, Shiru Ren
, Zhongzhi Luan
, Xianyan Jia
, Yi Liu
, Yong Li
, Wei Lin
, Depei Qian
:
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. SC 2023: 55:1-55:14 - [c74]Xin You
, Hailong Yang
, Kelun Lei
, Zhongzhi Luan
, Depei Qian
:
TrivialSpy: Identifying Software Triviality via Fine-grained and Dataflow-based Value Profiling. SC 2023: 90:1-90:13 - [i14]Shaohan Huang, Yi Liu, Carol J. Fung, Jiaxing Qi, Hailong Yang, Zhongzhi Luan:
LogQA: Question Answering in Unstructured Logs. CoRR abs/2303.11715 (2023) - [i13]Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Carol J. Fung, Hailong Yang, Depei Qian:
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. CoRR abs/2309.01189 (2023) - 2022
- [j42]Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
Accelerating the cryo-EM structure determination in RELION on GPU cluster. Frontiers Comput. Sci. 16(3): 163102 (2022) - [j41]Qi Deng
, Guijun Zhuang, Sihan Li
, Hailong Yang:
A configurational analysis of cross-channel integration. Ind. Manag. Data Syst. 122(7): 1686-1706 (2022) - [j40]Qingxiao Sun, Liu Yi, Hailong Yang
, Mingzhen Li, Zhongzhi Luan
, Depei Qian:
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU. Parallel Comput. 113: 102958 (2022) - [j39]Binni Xu, Jingji Li
, Zhengyu Luo, Jianhui Wu, Yanguo Liu, Hailong Yang, Xiangjun Pei:
Analyzing the Spatiotemporal Vegetation Dynamics and Their Responses to Climate Change along the Ya'an-Linzhi Section of the Sichuan-Tibet Railway. Remote. Sens. 14(15): 3584 (2022) - [j38]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): 1968-1981 (2022) - [j37]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): 1381-1408 (2022) - [j36]Le Luo, Yi Liu, Hailong Yang
, Depei Qian:
Magas: matrix-based asynchronous graph analytics on shared memory systems. J. Supercomput. 78(4): 5650-5680 (2022) - [j35]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): 11464-11491 (2022) - [j34]Shaozhi Dai
, Zhongzhi Luan
, Shaohan Huang, Carol J. Fung, He Wang, Hailong Yang
, Depei Qian
:
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network. IEEE Trans. Netw. Serv. Manag. 19(4): 4045-4057 (2022) - [c73]Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan:
Black-box Attacks to Log-based Anomaly Detection. CNSM 2022: 310-316 - [c72]Jiwei Hao, Hailong Yang, Qingxiao Sun, Huaitao Zhang, Zhongzhi Luan, Depei Qian:
Towards Optimized Streaming Tensor Completion on multiple GPUs. HPCC/DSS/SmartCity/DependSys 2022: 1123-1128 - [c71]Xin You, Changxi Liu
, Hailong Yang, Pengbo Wang, Zhongzhi Luan, Depei Qian:
Vectorizing SpMV by Exploiting Dynamic Regular Patterns. ICPP 2022: 53:1-53:12 - [c70]Liang Liu, Mingzhu Shen, Ruihao Gong
, Fengwei Yu, Hailong Yang:
NNLQP: A Multi-Platform Neural Network Latency Query and Prediction System with An Evolving Database. ICPP 2022: 78:1-78:14 - [c69]Xiaoyan Liu, Yi Liu, Hailong Yang, Jianjin Liao, Mingzhen Li, Zhongzhi Luan, Depei Qian:
Toward accelerated stencil computation by adapting tensor core unit on GPU. ICS 2022: 28:1-28:12 - [c68]Qingxiao Sun, Yi Liu, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian:
StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs. IPDPS 2022: 875-885 - [c67]Xin You, Hailong Yang, Zhibo Xuan, Zhongzhi Luan, Depei Qian:
PowerSpector: Towards Energy Efficiency with Calling-Context-Aware Profiling. IPDPS 2022: 1272-1282 - [c66]Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian:
Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning. NOMS 2022: 1-5 - [c65]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: 39:1-39:15 - [i12]Shanjun Zhang, Mingzhen Li, Hailong Yang, Yi Liu, Zhongzhi Luan, Depei Qian:
FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. CoRR abs/2201.00194 (2022) - [i11]Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin:
EasyScale: Accuracy-consistent Elastic Training for Deep Learning. CoRR abs/2208.14228 (2022) - [i10]Jianjin Liao, Mingzhen Li, Qingxiao Sun, Jiwei Hao, Fengwei Yu, Shengdong Chen, Ye Tao, Zicheng Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian:
Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. CoRR abs/2209.02478 (2022) - 2021
- [j33]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): 156107 (2021) - [j32]Yang Song, Yunchun Li, Hailong Yang, Jun Xu, Zerong Luan, Wei Li:
Adaptive watermark generation mechanism based on time series prediction for stream processing. Frontiers Comput. Sci. 15(6): 156213 (2021) - [j31]Ming Dun, Yunchun Li, Qingxiao Sun, Hailong Yang, Wei Li, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
Towards efficient canonical polyadic decomposition on sunway many-core processor. Inf. Sci. 549: 221-248 (2021) - [j30]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): 1020-1030 (2021) - [j29]Qingchang Han, Hailong Yang
, Ming Dun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
Towards efficient tile low-rank GEMM computation on sunway many-core processors. J. Supercomput. 77(5): 4533-4564 (2021) - [j28]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): 708-727 (2021) - [c64]Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian:
PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. CCGRID 2021: 334-343 - [c63]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: 192-203 - [c62]Xin You, Hailong Yang, Zhonghui Jiang, Zhongzhi Luan, Depei Qian:
DRStencil: Exploiting Data Reuse within Low-order Stencil on GPU. HPCC/DSS/SmartCity/DependSys 2021: 63-70 - [c61]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: 34:1-34:12 - [c60]Ming Dun, Yunchun Li, Hailong Yang, Qingxiao Sun, Zhongzhi Luan, Depei Qian:
An optimized tensor completion library for multiple GPUs. ICS 2021: 417-430 - [c59]Tianyu Feng
, Siyan Chen
, Xin You, Shuzhang Zhong, Hailong Yang, Zhongzhi Luan, Depei Qian:
dgQuEST: Accelerating Large Scale Quantum Circuit Simulation through Hybrid CPU-GPU Memory Hierarchies. NPC 2021: 16-27 - [i9]Xiaoyan Liu, Yi Liu, Ming Dun, Bohong Yin, Hailong Yang, Zhongzhi Luan, Depei Qian:
Accelerating Sparse Approximate Matrix Multiplication on GPUs. CoRR abs/2103.13042 (2021) - 2020
- [j27]Ningjing Liang
, Xingjun Zhang, Hailong Yang
, Xiaoshe Dong
, Changjiang Zhang:
An Optimal Recovery Approach for Liberation Codes in Distributed Storage Systems. IEEE Access 8: 137631-137645 (2020) - [j26]Minxuan Zhou, Andreas Prodromou, Rui Wang
, Hailong Yang
, Depei Qian
, Dean M. Tullsen
:
Temperature-Aware DRAM Cache Management - Relaxing Thermal Constraints in 3-D Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 1973-1986 (2020) - [j25]Shaohan Huang
, Yi Liu
, Carol J. 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): 2064-2076 (2020) - [j24]Yongmin Hu, Hailong Yang
, Zhongzhi Luan
, Lin Gan, Guangwen Yang, Depei Qian
:
Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer. IEEE Trans. Parallel Distributed Syst. 31(5): 1194-1208 (2020) - [j23]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): 1636-1650 (2020) - [c58]Bangduo Chen, Mingzhen Li, Hailong Yang, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor. Bench 2020: 22-38 - [c57]Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
Transfer Log-based Anomaly Detection with Pseudo Labels. CNSM 2020: 1-5 - [c56]Yi Wei, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
Towards GPU Acceleration of Phonon Computation with ShengBTE. HPC Asia 2020: 32-42 - [c55]Ming Dun, Yunchun Li, Xin You, Qingxiao Sun, Zerong Luan, Hailong Yang:
Accelerating De Novo Assembler WTDBG2 on Commodity Servers. ICA3PP (1) 2020: 232-246 - [c54]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: 505-509 - [c53]Qingchang Han, Yongmin Hu, Fengwei Yu, Hailong Yang, Bing Liu, Peng Hu, Ruihao Gong
, Yanfei Wang, Rui Wang, Zhongzhi Luan, Depei Qian:
Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures. ICPP 2020: 38:1-38:12 - [c52]Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan:
Paddy: An Event Log Parsing Approach using Dynamic Dictionary. NOMS 2020: 1-8 - [c51]Shuhan Wu, Yunchun Li, Hailong Yang, Zerong Luan, Wei Li:
ODCP: Optimizing Data Caching and Placement in Distributed File System Using Erasure Coding. NPC 2020: 452-464 - [c50]Youwei Zhuo, Jingji Chen, Qinyi Luo, Yanzhi Wang, Hailong Yang, Depei Qian, Xuehai Qian:
SympleGraph: distributed graph processing with precise loop-carried dependency guarantee. PLDI 2020: 592-607 - [c49]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: 18 - [c48]Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian, Xu Liu:
ZeroSpy: exploring software inefficiency with redundant zeros. SC 2020: 29 - [c47]Bohong Yin, Yunchun Li, Ming Dun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
swGBDT: Efficient Gradient Boosted Decision Tree on Sunway Many-Core Processor. SCFA 2020: 67-86 - [i8]Ruiyuan Gao, Ming Dun, Hailong Yang, Zhongzhi Luan, Depei Qian:
Privacy for Rescue: A New Testimony Why Privacy is Vulnerable In Deep Models. CoRR abs/2001.00493 (2020) - [i7]Mingzhen Li, Yi Liu, Xiaoyan Liu, Qingxiao Sun, Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
The Deep Learning Compiler: A Comprehensive Survey. CoRR abs/2002.03794 (2020)
2010 – 2019
- 2019
- [j22]Jiazhao Sun
, Yunchun Li
, Hailong Yang
, Wei Li
:
ADSM: Adaptive Data Scheduling Method for Hybrid Memories in Distributed System. IEEE Access 7: 180218-180234 (2019) - [j21]Guang Wei
, Depei Qian
, Hailong Yang
, Zhongzhi Luan
, Lin Wang
:
FPowerTool: A Function-Level Power Profiling Tool. IEEE Access 7: 185710-185719 (2019) - [j20]Xiaogang Zhong, Hailong Yang
, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
swTensor: accelerating tensor decomposition on Sunway architecture. CCF Trans. High Perform. Comput. 1(3-4): 161-176 (2019) - [j19]Lin Wang, Depei Qian, Rui Wang, Zhongzhi Luan, Hailong Yang, Huaxiang Zhang:
A novel index system describing program runtime characteristics for workload consolidation. Frontiers Comput. Sci. 13(3): 489-499 (2019) - [j18]Lan Gao
, Yunlong Xu, Rui Wang, Hailong Yang, Zhongzhi Luan, Depei Qian:
Accelerating in-memory transaction processing using general purpose graphics processing units. Future Gener. Comput. Syst. 97: 836-848 (2019) - [j17]Chao Yu
, Yuebin Bai, Qingxiao Sun, Hailong Yang:
Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory. ACM Trans. Archit. Code Optim. 15(4): 48:1-48:24 (2019) - [j16]Youwei Zhuo
, Jingji Chen, Gengyu Rao, Qinyi Luo, Yanzhi Wang, Hailong Yang, Depei Qian, Xuehai Qian:
Distributed Graph Processing System and Processing-in-memory Architecture with Precise Loop-carried Dependency Guarantee. ACM Trans. Comput. Syst. 37(1-4): 5:1-5:37 (2019) - [c46]Qingchang Han, Hailong Yang, Zhongzhi Luan, Depei Qian:
Accelerating tile low-rank GEMM on sunway architecture: POSTER. CF 2019: 295-297 - [c45]Qingxiao Sun, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian:
SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs. CLUSTER 2019: 1-5 - [c44]Yi Liu, Yunchun Li, Honggang Zhou, Hailong Yang, Wei Li:
Generative Model for Probabilistic Inference. DASC/PiCom/DataCom/CyberSciTech 2019: 803-810 - [c43]Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
L-DAG: Enabling Loopy Workflow in Scientific Application with Automatic DAG Transformation. DASC/PiCom/DataCom/CyberSciTech 2019: 946-953 - [c42]Ming Dun, Yunchun Li, Hailong Yang, Wei Li, Zhongzhi Luan, Depei Qian:
swCPD: Optimizing Canonical Polyadic Decomposition on Sunway Manycore Architecture. HPCC/SmartCity/DSS 2019: 1320-1327 - [c41]Lan Gao, Yunlong Xu, Chongyang Xu, Rui Wang, Hailong Yang, Zhongzhi Luan, Depei Qian:
Towards a General and Efficient Linked-List Hash Table on GPUs. HPCC/SmartCity/DSS 2019: 1452-1460 - [c40]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: 1533-1540 - [c39]Zehui Jin, Ming Dun, Xin You, Hailong Yang, Yunchun Li, Yingchun Lin, Zhongzhi Luan, Depei Qian:
Improving the Parallelism of CESM on GPU. ICA3PP (2) 2019: 11-18 - [c38]Jiazhao Sun, Yunchun Li, Hailong Yang:
HSPP: Load-Balanced and Low-Latency File Partition and Placement Strategy on Distributed Heterogeneous Storage with Erasure Coding. ICA3PP (2) 2019: 200-214 - [c37]Pengfei Su, Shasha Wen, Hailong Yang, Milind Chabbi, Xu Liu:
Redundant loads: a software inefficiency indicator. ICSE 2019: 982-993 - [c36]Yang Song, Yunchun Li, Shuhan Wu, Hailong Yang, Wei Li:
ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling. NPC 2019: 107-119 - [c35]Guang Wei, Depei Qian, Hailong Yang, Zhongzhi Luan:
Modeling Power Consumption of The Code Execution Using Performance Counters Statistics. PDCAT 2019: 381-385 - [c34]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: 86-105 - [i6]Pengfei Su, Shasha Wen, Hailong Yang, Milind Chabbi, Xu Liu:
Redundant Loads: A Software Inefficiency Indicator. CoRR abs/1902.05462 (2019) - [i5]Changxi Liu, Hailong Yang, Rujun Sun, Zhongzhi Luan, Lin Gan, Guangwen Yang, Depei Qian:
swTVM: Exploring the Automated Compilation for Deep Learning on Sunway Architecture. CoRR abs/1904.07404 (2019) - [i4]Yongmin Hu, Hailong Yang, Zhongzhi Luan, Depei Qian:
Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer. CoRR abs/1907.11678 (2019) - [i3]Changxi Liu, Hailong Yang, Xu Liu, Zhongzhi Luan, Depei Qian:
Intelligent-Unrolling: Exploiting Regular Patterns in Irregular Applications. CoRR abs/1910.13346 (2019) - 2018
- [j15]Honggang Zhou, Yunchun Li, Hailong Yang
, Jie Jia, Wei Li:
BigRoots: An Effective Approach for Root-Cause Analysis of Stragglers in Big Data System. IEEE Access 6: 41966-41977 (2018) - [j14]Xianya Fu
, Peixuan Zuo, Jia Zhai, Rui Wang, Hailong Yang
, Depei Qian:
Sparsing Deep Neural Network Using Semi-Discrete Matrix Decomposition. IEEE Access 6: 58673-58681 (2018) - [j13]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: 71892-71905 (2018) - [j12]Changxi Liu
, Hailong Yang, Rui Wang, Zhongzhi Luan, Depei Qian:
T1000: Mitigating the memory footprint of convolution neural networks with decomposition and re-fusion. Future Gener. Comput. Syst. 84: 1-10 (2018) - [j11]Hailong Yang, Xiaoli Xi, Yuchen Zhao, Lili Wang, Xiaomin Shi:
A compact filtering UWB antenna with band-notched function. IEICE Electron. Express 15(12): 20180458 (2018) - [j10]Hailong Yang, Xiaoli Xi, Yuchen Zhao, Yumeng Tan, Zhonghong Du, Lili Wang:
Co-designed defected ground structure filter with UWB slot antenna. IEICE Electron. Express 15(23): 20180718 (2018) - [j9]Lan Gao
, Rui Wang, Yunlong Xu, Hailong Yang, Zhongzhi Luan, Depei Qian, Han Zhang, Jihong Cai:
SRAM- and STT-RAM-based hybrid, shared last-level cache for on-chip CPU-GPU heterogeneous architectures. J. Supercomput. 74(7): 3388-3414 (2018) - [j8]Chao Yu
, Probir Roy
, Yuebin Bai
, Hailong Yang
, Xu Liu
:
LWPTool: A Lightweight Profiler to Guide Data Layout Optimization. IEEE Trans. Parallel Distributed Syst. 29(11): 2489-2502 (2018) - [j7]Chao Yu
, Yuebin Bai
, Hailong Yang
, Kun Cheng, Yuhao Gu
, Zhongzhi Luan, Depei Qian
:
SMGuard: A Flexible and Fine-Grained Resource Management Framework for GPUs. IEEE Trans. Parallel Distributed Syst. 29(12): 2849-2862 (2018) - [c33]Weicheng Li, Dan Jia, Jia Zhai, Jihong Cai, Han Zhang, Lianyi Zhang, Hailong Yang, Depei Qian, Rui Wang:
EffectFace: A Fast and Efficient Deep Neural Network Model for Face Recognition. ACA 2018: 127-139 - [c32]Xin You, Hailong Yang, Zhongzhi Luan, Depei Qian:
Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2. ACA 2018: 195-209 - [c31]Rui Wang, Libin Xu, Yuebin Bai, Kun Cheng, Zhongzhao Wang, Guangqiang Luan, Hailong Yang, Weitao Wang:
Research on Asynchronous Inter-VM Communication Mechanism Based on Embedded Hypervisor. COMPSAC (1) 2018: 695-700 - [c30]Mingzhen Li
, Yi Liu, Hailong Yang, Zhongzhi Luan, Depei Qian:
Multi-role SpTRSV on Sunway Many-Core Architecture. HPCC/SmartCity/DSS 2018: 594-601 - [c29]Honggang Zhou, Yunchun Li, Jie Jia, Weichen Qi, Hailong Yang:
SparkOT: Diagnosing Operation Level Inefficiency in Spark. HPCC/SmartCity/DSS 2018: 692-699 - [c28]Changxi Liu
, Biwei Xie, Xin Liu, Wei Xue, Hailong Yang, Xu Liu:
Towards Efficient SpMV on Sunway Manycore Architectures. ICS 2018: 363-373 - [c27]Yi Liu, Yunchun Li, Honggang Zhou, Jingyi Zhang, Hailong Yang, Wei Li:
A Fine-Grained Performance Bottleneck Analysis Method for HDFS. NPC 2018: 159-163 - [i2]Honggang Zhou, Yunchun Li, Hailong Yang, Jie Jia, Wei Li:
BigRoots: An Effective Approach for Root-cause Analysis of Stragglers in Big Data System. CoRR abs/1801.03314 (2018) - [i1]Honggang Zhou, Yunchun Li, Hailong Yang, Wei Li, Jie Jia:
Generative Model for Heterogeneous Inference. CoRR abs/1804.09858 (2018) - 2017
- [c26]Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang:
Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. ASPLOS 2017: 17-32 - [c25]Weichen Qi, Yunchun Li, Honggang Zhou, Wei Li, Hailong Yang:
Data Mining Based Root-Cause Analysis of Performance Bottleneck for Big Data Workload. HPCC/SmartCity/DSS 2017: 254-261 - [c24]Rui Wang, Libin Xu, Yuebin Bai, Zhongzhao Wang, Hailong Yang, Lijun Zhang:
Efficient Asynchronous Communication between Virtual Machines in Embedded Systems. HPCC/SmartCity/DSS 2017: 603-604 - [c23]Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, Jason Mars:
PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP. ISCA 2017: 133-146 - [c22]Guang Wei, Hailong Yang, Zhongzhi Luan, Depei Qian:
iDPL: A scalable and flexible inter-continental testbed for data placement research and experiment. ISCC 2017: 1158-1163 - 2016
- [j6]Xiaomin Shi, Xiaoli Xi, Jiangfan Liu, Hailong Yang:
Novel ultra-wideband (UWB) bandpass filter using multiple-mode resonator. IEICE Electron. Express 13(11): 20160425 (2016) - [j5]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:
Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant. ACM Trans. Comput. Syst. 34(1): 2:1-2:32 (2016) - [c21]Quan Chen, Hailong Yang, Jason Mars, Lingjia Tang:
Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers. ASPLOS 2016: 681-696 - [c20]Lang Yu, Zhongzhi Luan, Xiangzheng Sun, Zhe Wang, Hailong Yang:
VinaSC: Scalable Autodock Vina with fine-grained scheduling on heterogeneous platform. BIBM 2016: 790-793 - [c19]Tianyi Zhu, Hailong Yang, Wenzeng Zhang:
A Spherical Self-Adaptive Gripper with shrinking of an elastic membrane. ICARM 2016: 512-517 - 2015
- [c18]Kun Qian, Zhongzhi Luan, Zuowei Zhang, Hailong Yang, Yaqi Yang, Depei Qian:
Data Analysis and Synchronization on Inter-Continent Data Placement Laboratory. CCBD 2015: 35-38 - [c17]Zuowei Zhang, Hailong Yang, Zhongzhi Luan, Depei Qian:
Request Squeezer: Mitigating Tail Latency through Pruned Request Replication. HPCC/CSS/ICESS 2015: 357-362 - [c16]Hong Yu, Guoyin Wang
, Baoqing Hu, Xiuyi Jia, Huaxiong Li, Tianrui Li
, Decui Liang, Jiye Liang
, Baoxiang Liu, Dun Liu, Jianmin Ma, Duoqian Miao, Fan Min
, Jian-Jun Qi, Lin Shang, Jiucheng Xu, Hailong Yang, Jingtao Yao, Yiyu Yao, Hongying Zhang, Yanping Zhang, Yanhui Zhu:
Methods and Practices of Three-Way Decisions for Complex Problem Solving. RSKT 2015: 255-265 - [c15]Kai Cao, Yunchun Li, Hailong Yang, Jiqiang Tang, Xiaoxiang Zou:
POSTER: An Online Prefix-Preserving IP Address Anonymization Algorithm for Passive Measurement Systems. SecureComm 2015: 581-584 - 2014
- [j4]Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian:
iMeter: An integrated VM power model based on performance profiling. Future Gener. Comput. Syst. 36: 267-286 (2014) - [c14]Lin Ye, Zhongzhi Luan, Hailong Yang:
Performance-Aware Based Correlated Datasets Replication Strategy. ISCTCS 2014: 322-327 - 2013
- [c13]Qi Zhao, Hailong Yang, Zhongzhi Luan, Depei Qian:
POIGEM: A Programming-Oriented Instruction Level GPU Energy Model for CUDA Program. ICA3PP (1) 2013: 129-142 - [c12]Hailong Yang, Alex D. Breslow, Jason Mars, Lingjia Tang:
Bubble-flux: precise online QoS management for increased utilization in warehouse scale computers. ISCA 2013: 607-618 - [c11]Qi Zhao, Hailong Yang, Guang Wei, Zhongzhi Luan, Depei Qian:
Energy Efficiency Evaluation of Workload Execution on Intel Xeon Phi Coprocessor. ISCTCS 2013: 268-275 - 2012
- [j3]Hailong Yang, Zhongzhi Luan, Wenjun Li, Depei Qian:
MapReduce Workload Modeling with Statistical Approach. J. Grid Comput. 10(2): 279-310 (2012) - [c10]Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian:
CPOP: Component Design and Parallelization towards POP Ocean Model Based on ESMF. ICPP Workshops 2012: 596-597 - [c9]Hailong Yang, Qi Zhao, Zhongzhi Luan, Depei Qian:
UVMPM: A Unitary Approach for VM Power Metering Based on Performance Profiling. ICPP Workshops 2012: 614-615 - [c8]Hailong Yang, Zhongzhi Luan, Wenjun Li, Depei Qian, Gang Guan:
Statistics-based Workload Modeling for MapReduce. IPDPS Workshops 2012: 2043-2051 - [c7]Yulong Ou, Bo Li, Hailong Yang, Zhongzhi Luan, Depei Qian:
Efficient Statistical Computing on Multicore and MultiGPU Systems. NBiS 2012: 709-714 - 2011
- [c6]Juncheng Zhang, Zhongzhi Luan, Wenjun Li, Hailong Yang, Junjie Ni, Yuanqiang Huang, Depei Qian:
CDebugger: A scalable parallel debugger with dynamic communication topology configuration. CDC 2011: 228-234 - [c5]Wenjun Li, Hailong Yang, Zhongzhi Luan, Depei Qian:
Energy Prediction for MapReduce Workloads. DASC 2011: 443-448 - 2010
- [c4]Hailong Yang, Bo Li, Yongjian Wang, Zhongzhi Luan, Depei Qian, Tianshu Chu:
Accelerating Dock6's Amber Scoring with Graphic Processing Unit. ICA3PP (1) 2010: 404-415
2000 – 2009
- 2009
- [j2]Xinhua Yang, Tracy Camp, Hailong Yang, Athina P. Petropulu:
Extending network lifetime for ALLIANCES. Comput. Commun. 32(17): 1837-1851 (2009) - 2008
- [j1]Hailong Yang, Athina P. Petropulu, Xinhua Yang, Tracy Camp:
A Novel Location Relay Selection Scheme for ALLIANCES. IEEE Trans. Veh. Technol. 57(2): 1272-1284 (2008) - 2007
- [c3]Hailong Yang, Athina P. Petropulu:
Alliances with Optimal Relay Selection. ICASSP (3) 2007: 1265-1268 - 2006
- [c2]Hailong Yang, Athina P. Petropulu:
Enhanced Collision Resolution via Cooperative Retransmissions. CISS 2006: 1248-1253 - [c1]Hailong Yang, Athina P. Petropulu:
Ber Analysis of a Cooperative Random Access Protocol in Rayleigh Fading Channels. ICASSP (5) 2006: 449-452
Coauthor Index

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