Accelerating Dock6's Amber Scoring with Graphic Processing Unit. - Hailong Yang 002; Bo Li 098; Yongjian Wang; Zhongzhi Luan; Depei Qian; Tianshu Chu (ICA3PP (1), 2010)

CDebugger: A scalable parallel debugger with dynamic communication topology configuration. - Juncheng Zhang; Zhongzhi Luan; Wenjun Li 002; Hailong Yang 002; Junjie Ni; Yuanqiang Huang; Depei Qian (CDC, 2011)

Energy Prediction for MapReduce Workloads. - Wenjun Li 002; Hailong Yang 002; Zhongzhi Luan; Depei Qian (DASC, 2011)

CPOP: Component Design and Parallelization towards POP Ocean Model Based on ESMF. - Hailong Yang 002; Qi Zhao; Zhongzhi Luan; Depei Qian (ICPP Workshops, 2012)

UVMPM: A Unitary Approach for VM Power Metering Based on Performance Profiling. - Hailong Yang 002; Qi Zhao; Zhongzhi Luan; Depei Qian (ICPP Workshops, 2012)

Statistics-based Workload Modeling for MapReduce. - Hailong Yang 002; Zhongzhi Luan; Wenjun Li 002; Depei Qian; Gang Guan (IPDPS Workshops, 2012)

Efficient Statistical Computing on Multicore and MultiGPU Systems. - Yulong Ou; Bo Li 098; Hailong Yang 002; Zhongzhi Luan; Depei Qian (NBiS, 2012)

MapReduce Workload Modeling with Statistical Approach. - Hailong Yang 002; Zhongzhi Luan; Wenjun Li 002; Depei Qian (J. Grid Comput., 2012)

POIGEM: A Programming-Oriented Instruction Level GPU Energy Model for CUDA Program. - Qi Zhao; Hailong Yang 002; Zhongzhi Luan; Depei Qian (ICA3PP (1), 2013)

Bubble-flux: precise online QoS management for increased utilization in warehouse scale computers. - Hailong Yang 002; Alex D. Breslow; Jason Mars; Lingjia Tang (ISCA, 2013)

Energy Efficiency Evaluation of Workload Execution on Intel Xeon Phi Coprocessor. - Qi Zhao; Hailong Yang 002; Guang Wei; Zhongzhi Luan; Depei Qian (ISCTCS, 2013)

Performance-Aware Based Correlated Datasets Replication Strategy. - Lin Ye; Zhongzhi Luan; Hailong Yang 002 (ISCTCS, 2014)

iMeter: An integrated VM power model based on performance profiling. - Hailong Yang 002; Qi Zhao; Zhongzhi Luan; Depei Qian (Future Gener. Comput. Syst., 2014)

Data Analysis and Synchronization on Inter-Continent Data Placement Laboratory. - Kun Qian; Zhongzhi Luan; Zuowei Zhang; Hailong Yang 002; Yaqi Yang; Depei Qian (CCBD, 2015)

Request Squeezer: Mitigating Tail Latency through Pruned Request Replication. - Zuowei Zhang; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPCC/CSS/ICESS, 2015)

Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers. - Quan Chen 002; Hailong Yang 002; Jason Mars; Lingjia Tang (ASPLOS, 2016)

VinaSC: Scalable Autodock Vina with fine-grained scheduling on heterogeneous platform. - Lang Yu; Zhongzhi Luan; Xiangzheng Sun; Zhe Wang; Hailong Yang 002 (BIBM, 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 002; Yiping Kang; Cheng Li; Austin Rovinski; Arjun Khurana; Ronald G. Dreslinski; Trevor N. Mudge; Vinicius Petrucci; Lingjia Tang; et al. (ACM Trans. Comput. Syst., 2016)

Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. - Quan Chen 002; Hailong Yang 002; Minyi Guo; Ram Srivatsa Kannan; Jason Mars; Lingjia Tang (ASPLOS, 2017)

Data Mining Based Root-Cause Analysis of Performance Bottleneck for Big Data Workload. - Weichen Qi; Yunchun Li; Honggang Zhou; Wei Li 125; Hailong Yang 002 (HPCC/SmartCity/DSS, 2017)

Efficient Asynchronous Communication between Virtual Machines in Embedded Systems. - Rui Wang 014; Libin Xu; Yuebin Bai; Zhongzhao Wang; Hailong Yang 002; Lijun Zhang (HPCC/SmartCity/DSS, 2017)

PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP. - Hailong Yang 002; Quan Chen 002; Moeiz Riaz; Zhongzhi Luan; Lingjia Tang; Jason Mars (ISCA, 2017)

iDPL: A scalable and flexible inter-continental testbed for data placement research and experiment. - Guang Wei; Hailong Yang 002; Zhongzhi Luan; Depei Qian (ISCC, 2017)

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 002; Depei Qian; Rui Wang 014 (ACA, 2018)

Performance Analysis and Optimization of Cyro-EM Structure Determination in RELION-2. - Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (ACA, 2018)

Research on Asynchronous Inter-VM Communication Mechanism Based on Embedded Hypervisor. - Rui Wang 014; Libin Xu; Yuebin Bai; Kun Cheng; Zhongzhao Wang; Guangqiang Luan; Hailong Yang 002; Weitao Wang (COMPSAC (1), 2018)

Multi-role SpTRSV on Sunway Many-Core Architecture. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPCC/SmartCity/DSS, 2018)

Towards Efficient SpMV on Sunway Manycore Architectures. - Changxi Liu; Biwei Xie; Xin Liu 081; Wei Xue 003; Hailong Yang 002; Xu Liu 001 (ICS, 2018)

A Fine-Grained Performance Bottleneck Analysis Method for HDFS. - Yi Liu 013; Yunchun Li; Honggang Zhou; Jingyi Zhang; Hailong Yang 002; Wei Li 125 (NPC, 2018)

Sparsing Deep Neural Network Using Semi-Discrete Matrix Decomposition. - Xianya Fu; Peixuan Zuo; Jia Zhai; Rui Wang 014; Hailong Yang 002; Depei Qian (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 013; Hailong Yang 002; Depei Qian (IEEE Access, 2018)

BigRoots: An Effective Approach for Root-Cause Analysis of Stragglers in Big Data System. - Honggang Zhou; Yunchun Li; Hailong Yang 002; Jie Jia; Wei Li 125 (IEEE Access, 2018)

Generative Model for Heterogeneous Inference. - Honggang Zhou; Yunchun Li; Hailong Yang 002; Wei Li 125; Jie Jia (CoRR, 2018)

T1000: Mitigating the memory footprint of convolution neural networks with decomposition and re-fusion. - Changxi Liu; Hailong Yang 002; Rui Wang 014; Zhongzhi Luan; Depei Qian (Future Gener. Comput. Syst., 2018)

SRAM- and STT-RAM-based hybrid, shared last-level cache for on-chip CPU-GPU heterogeneous architectures. - Lan Gao; Rui Wang 014; Yunlong Xu; Hailong Yang 002; Zhongzhi Luan; Depei Qian; Han Zhang; Jihong Cai (J. Supercomput., 2018)

SMGuard: A Flexible and Fine-Grained Resource Management Framework for GPUs. - Chao Yu 001; Yuebin Bai; Hailong Yang 002; Kun Cheng; Yuhao Gu; Zhongzhi Luan; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2018)

LWPTool: A Lightweight Profiler to Guide Data Layout Optimization. - Chao Yu 001; Probir Roy; Yuebin Bai; Hailong Yang 002; Xu Liu 001 (IEEE Trans. Parallel Distributed Syst., 2018)

Accelerating tile low-rank GEMM on sunway architecture: POSTER. - Qingchang Han; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CF, 2019)

SMQoS: Improving Utilization and Energy Efficiency with QoS Awareness on GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CLUSTER, 2019)

Generative Model for Probabilistic Inference. - Yi Liu 013; Yunchun Li; Honggang Zhou; Hailong Yang 002; Wei Li 125 (DASC/PiCom/DataCom/CyberSciTech, 2019)

L-DAG: Enabling Loopy Workflow in Scientific Application with Automatic DAG Transformation. - Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (DASC/PiCom/DataCom/CyberSciTech, 2019)

swCPD: Optimizing Canonical Polyadic Decomposition on Sunway Manycore Architecture. - Ming Dun; Yunchun Li; Hailong Yang 002; Wei Li 125; Zhongzhi Luan; Depei Qian (HPCC/SmartCity/DSS, 2019)

Towards a General and Efficient Linked-List Hash Table on GPUs. - Lan Gao; Yunlong Xu; Chongyang Xu; Rui Wang 014; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPCC/SmartCity/DSS, 2019)

Structure Characteristic-Aware Pruning Strategy for Convolutional Neural Networks. - Peixuan Zuo; Rui Wang 014; Xianya Fu; Hailong Yang 002; Yi Liu 013; Lianyi Zhang; Han Zhang; Depei Qian (HPCC/SmartCity/DSS, 2019)

Improving the Parallelism of CESM on GPU. - Zehui Jin; Ming Dun; Xin You; Hailong Yang 002; Yunchun Li; Yingchun Lin; Zhongzhi Luan; Depei Qian (ICA3PP (2), 2019)

Redundant loads: a software inefficiency indicator. - Pengfei Su 001; Shasha Wen; Hailong Yang 002; Milind Chabbi; Xu Liu 001 (ICSE, 2019)

ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling. - Yang Song; Yunchun Li; Shuhan Wu; Hailong Yang 002; Wei Li 125 (NPC, 2019)

Modeling Power Consumption of The Code Execution Using Performance Counters Statistics. - Guang Wei; Depei Qian; Hailong Yang 002; Zhongzhi Luan (PDCAT, 2019)

Performance Evaluation and Analysis of Linear Algebra Kernels in the Prototype Tianhe-3 Cluster. - Xin You; Hailong Yang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian (SCFA, 2019)

ADSM: Adaptive Data Scheduling Method for Hybrid Memories in Distributed System. - Jiazhao Sun; Yunchun Li; Hailong Yang 002; Wei Li 125 (IEEE Access, 2019)

FPowerTool: A Function-Level Power Profiling Tool. - Guang Wei; Depei Qian; Hailong Yang 002; Zhongzhi Luan; Lin Wang 112 (IEEE Access, 2019)

swTensor: accelerating tensor decomposition on Sunway architecture. - Xiaogang Zhong; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (CCF Trans. High Perform. Comput., 2019)

swTVM: Exploring the Automated Compilation for Deep Learning on Sunway Architecture. - Changxi Liu; Hailong Yang 002; Rujun Sun; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (CoRR, 2019)

Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer. - Yongmin Hu; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2019)

Intelligent-Unrolling: Exploiting Regular Patterns in Irregular Applications. - Changxi Liu; Hailong Yang 002; Xu Liu 001; Zhongzhi Luan; Depei Qian (CoRR, 2019)

A novel index system describing program runtime characteristics for workload consolidation. - Lin Wang 112; Depei Qian; Rui Wang 014; Zhongzhi Luan; Hailong Yang 002; Huaxiang Zhang 001 (Frontiers Comput. Sci., 2019)

Accelerating in-memory transaction processing using general purpose graphics processing units. - Lan Gao; Yunlong Xu; Rui Wang 014; Hailong Yang 002; Zhongzhi Luan; Depei Qian (Future Gener. Comput. Syst., 2019)

Improving Thread-level Parallelism in GPUs Through Expanding Register File to Scratchpad Memory. - Chao Yu 001; Yuebin Bai; Qingxiao Sun; Hailong Yang 002 (ACM Trans. Archit. Code Optim., 2019)

swRodinia: A Benchmark Suite for Exploiting Architecture Properties of Sunway Processor. - Bangduo Chen; Mingzhen Li 001; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (Bench, 2020)

Transfer Log-based Anomaly Detection with Pseudo Labels. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Rong He; Yining Zhao; Hailong Yang 002; Zhongzhi Luan (CNSM, 2020)

Towards GPU Acceleration of Phonon Computation with ShengBTE. - Yi Wei; Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPC Asia, 2020)

A Gated Few-shot Learning Model For Anomaly Detection. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Wanhe An; Rong He; Yining Zhao; Hailong Yang 002; Zhongzhi Luan (ICOIN, 2020)

Extremely Low-bit Convolution Optimization for Quantized Neural Network on Modern Computer Architectures. - Qingchang Han; Yongmin Hu; Fengwei Yu; Hailong Yang 002; Bing Liu; Peng Hu; Ruihao Gong; Yanfei Wang; Rui Wang 014; Zhongzhi Luan; Depei Qian (ICPP, 2020)

Paddy: An Event Log Parsing Approach using Dynamic Dictionary. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Rong He; Yining Zhao; Hailong Yang 002; Zhongzhi Luan (NOMS, 2020)

SpTFS: sparse tensor format selection for MTTKRP via deep learning. - Qingxiao Sun; Yi Liu 013; Ming Dun; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (SC, 2020)

ZeroSpy: exploring software inefficiency with redundant zeros. - Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian; Xu Liu 001 (SC, 2020)

swGBDT: Efficient Gradient Boosted Decision Tree on Sunway Many-Core Processor. - Bohong Yin; Yunchun Li; Ming Dun; Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (SCFA, 2020)

An Optimal Recovery Approach for Liberation Codes in Distributed Storage Systems. - Ningjing Liang; Xingjun Zhang; Hailong Yang 002; Xiaoshe Dong; Changjiang Zhang (IEEE Access, 2020)

Privacy for Rescue: A New Testimony Why Privacy is Vulnerable In Deep Models. - Ruiyuan Gao 001; Ming Dun; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2020)

The Deep Learning Compiler: A Comprehensive Survey. - Mingzhen Li 001; Yi Liu 013; Xiaoyan Liu; Qingxiao Sun; Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2020)

Temperature-Aware DRAM Cache Management - Relaxing Thermal Constraints in 3-D Systems. - Minxuan Zhou; Andreas Prodromou; Rui Wang 014; Hailong Yang 002; Depei Qian; Dean M. Tullsen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Rong He; Yining Zhao; Hailong Yang 002; Zhongzhi Luan (IEEE Trans. Netw. Serv. Manag., 2020)

Massively Scaling Seismic Processing on Sunway TaihuLight Supercomputer. - Yongmin Hu; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2020)

Accelerating Sparse Cholesky Factorization on Sunway Manycore Architecture. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2020)

PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. - Ruiyuan Gao 001; Hailong Yang 002; Shaohan Huang; Ming Dun; Mingzhen Li 001; Zerong Luan; Zhongzhi Luan; Depei Qian (CCGRID, 2021)

csTuner: Scalable Auto-tuning Framework for Complex Stencil Computation on GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Zhonghui Jiang; Xiaoyan Liu; Ming Dun; Zhongzhi Luan; Depei Qian (CLUSTER, 2021)

DRStencil: Exploiting Data Reuse within Low-order Stencil on GPU. - Xin You; Hailong Yang 002; Zhonghui Jiang; Zhongzhi Luan; Depei Qian (HPCC/DSS/SmartCity/DependSys, 2021)

Automatic Code Generation and Optimization of Large-scale Stencil Computation on Many-core Processors. - Mingzhen Li 001; Yi Liu 013; Hailong Yang 002; Yongmin Hu; Qingxiao Sun; Bangduo Chen; Xin You; Xiaoyan Liu; Zhongzhi Luan; Depei Qian (ICPP, 2021)

An optimized tensor completion library for multiple GPUs. - Ming Dun; Yunchun Li; Hailong Yang 002; Qingxiao Sun; Zhongzhi Luan; Depei Qian (ICS, 2021)

dgQuEST: Accelerating Large Scale Quantum Circuit Simulation through Hybrid CPU-GPU Memory Hierarchies. - Tianyu Feng; Siyan Chen; Xin You; Shuzhang Zhong; Hailong Yang 002; Zhongzhi Luan; Depei Qian (NPC, 2021)

Accelerating Sparse Approximate Matrix Multiplication on GPUs. - Xiaoyan Liu; Yi Liu 013; Ming Dun; Bohong Yin; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2021)

Adaptive watermark generation mechanism based on time series prediction for stream processing. - Yang Song; Yunchun Li; Hailong Yang 002; Jun Xu; Zerong Luan; Wei Li 125 (Frontiers Comput. Sci., 2021)

User-level failure detection and auto-recovery of parallel programs in HPC systems. - Guozhen Zhang; Yi Liu 013; Hailong Yang 002; Jun Xu; Depei Qian (Frontiers Comput. Sci., 2021)

Towards efficient canonical polyadic decomposition on sunway many-core processor. - Ming Dun; Yunchun Li; Qingxiao Sun; Hailong Yang 002; Wei Li 125; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (Inf. Sci., 2021)

swMR: A Framework for Accelerating MapReduce Applications on Sunway Taihulight. - Xiaogang Zhong; Mingzhen Li 001; Hailong Yang 002; Yi Liu 013; Depei Qian (IEEE Trans. Emerg. Top. Comput., 2021)

Towards efficient tile low-rank GEMM computation on sunway many-core processors. - Qingchang Han; Hailong Yang 002; Ming Dun; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (J. Supercomput., 2021)

The Deep Learning Compiler: A Comprehensive Survey. - Mingzhen Li 001; Yi Liu 013; Xiaoyan Liu; Qingxiao Sun; Xin You; Hailong Yang 002; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2021)

Black-box Attacks to Log-based Anomaly Detection. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Hailong Yang 002; Zhongzhi Luan (CNSM, 2022)

Towards Optimized Streaming Tensor Completion on multiple GPUs. - Jiwei Hao; Hailong Yang 002; Qingxiao Sun; Huaitao Zhang; Zhongzhi Luan; Depei Qian (HPCC/DSS/SmartCity/DependSys, 2022)

Vectorizing SpMV by Exploiting Dynamic Regular Patterns. - Xin You; Changxi Liu; Hailong Yang 002; Pengbo Wang; Zhongzhi Luan; Depei Qian (ICPP, 2022)

Toward accelerated stencil computation by adapting tensor core unit on GPU. - Xiaoyan Liu; Yi Liu 013; Hailong Yang 002; Jianjin Liao; Mingzhen Li 001; Zhongzhi Luan; Depei Qian (ICS, 2022)

StencilMART: Predicting Optimization Selection for Stencil Computations across GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Zhonghui Jiang; Zhongzhi Luan; Depei Qian (IPDPS, 2022)

PowerSpector: Towards Energy Efficiency with Calling-Context-Aware Profiling. - Xin You; Hailong Yang 002; Zhibo Xuan; Zhongzhi Luan; Depei Qian (IPDPS, 2022)

Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning. - Jiaxing Qi; Zhongzhi Luan; Shaohan Huang; Yukun Wang; Carol J. Fung; Hailong Yang 002; Depei Qian (NOMS, 2022)

CoGNN: Efficient Scheduling for Concurrent GNN Training on GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Ruizhe Zhang 012; Ming Dun; Mingzhen Li 001; Xiaoyan Liu; Wencong Xiao; Yong Li 020; Zhongzhi Luan; Depei Qian (SC, 2022)

FamilySeer: Towards Optimized Tensor Codes by Exploiting Computation Subgraph Similarity. - Shanjun Zhang; Mingzhen Li 001; Hailong Yang 002; Yi Liu 013; Zhongzhi Luan; Depei Qian (CoRR, 2022)

EasyScale: Accuracy-consistent Elastic Training for Deep Learning. - Mingzhen Li 001; Wencong Xiao; Biao Sun; Hanyu Zhao; Hailong Yang 002; Shiru Ren; Zhongzhi Luan; Xianyan Jia; Yi Liu 013; Yong Li 020; Depei Qian; Wei Lin 016 (CoRR, 2022)

Mimose: An Input-Aware Checkpointing Planner for Efficient Training on GPU. - Jianjin Liao; Mingzhen Li 001; Qingxiao Sun; Jiwei Hao; Fengwei Yu; Shengdong Chen; Ye Tao; Zicheng Zhang; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2022)

Accelerating the cryo-EM structure determination in RELION on GPU cluster. - Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (Frontiers Comput. Sci., 2022)

QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU. - Qingxiao Sun; Liu Yi; Hailong Yang 002; Mingzhen Li 001; Zhongzhi Luan; Depei Qian (Parallel Comput., 2022)

Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Ming Dun; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (IEEE Trans. Computers, 2022)

Accelerating approximate matrix multiplication for near-sparse matrices on GPUs. - Xiaoyan Liu; Yi Liu 013; Hailong Yang 002; Ming Dun; Bohong Yin; Zhongzhi Luan; Depei Qian (J. Supercomput., 2022)

Magas: matrix-based asynchronous graph analytics on shared memory systems. - Le Luo 002; Yi Liu 013; Hailong Yang 002; Depei Qian (J. Supercomput., 2022)

Efficient detection of silent data corruption in HPC applications with synchronization-free message verification. - Guozhen Zhang; Yi Liu 013; Hailong Yang 002; Depei Qian (J. Supercomput., 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 002; Depei Qian (IEEE Trans. Netw. Serv. Manag., 2022)

VClinic: A Portable and Efficient Framework for Fine-Grained Value Profilers. - Xin You; Hailong Yang 002; Kelun Lei; Zhongzhi Luan; Depei Qian (ASPLOS (2), 2023)

Towards Optimized Hydrological Forecast Prediction of WRF-Hydro on GPU. - Hongrui Liu; Kelun Lei; Hailong Yang 002; Zhongzhi Luan; Depei Qian (HPCC/DSS/SmartCity/DependSys, 2023)

LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. - Jiaxing Qi; Shaohan Huang; Zhongzhi Luan; Shu Yang; Carol J. Fung; Hailong Yang 002; Depei Qian; Jing Shang; Zhiwen Xiao; Zhihui Wu (HPCC/DSS/SmartCity/DependSys, 2023)

gGMED: Towards GPU Accelerated Geometric Modeling Evaluation and Derivative Processes. - Zhibo Xuan; Hailong Yang 002; Pengbo Wang; Xin Sun; Jiwei Hao; Shenglin Duan; Yongfeng Shi; Zhongzhi Luan; Depei Qian (ICA3PP (3), 2023)

Efficient Deep Molecular Dynamic Model Training on Heterogeneous System. - Shaokang Du; Xin You; Hailong Yang 002; Jing Shang; Zhiwen Xiao; Zhihui Wu; Zhongzhi Luan; Depei Qian (ICPADS, 2023)

Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster. - Kelun Lei; Shaokang Du; Xin You; Zhibo Xuan; Haoran Kong; Hailong Yang 002; Jing Shang; Zhiwen Xiao; Zhihui Wu; Zhongzhi Luan; Depei Qian (ICPADS, 2023)

Exploiting Subgraph Similarities for Efficient Auto-tuning of Tensor Programs. - Mingzhen Li 001; Hailong Yang 002; Shanjun Zhang; Fengwei Yu; Ruihao Gong; Yi Liu 013; Zhongzhi Luan; Depei Qian (ICPP, 2023)

BiRFIA: Selective Binary Rewriting for Function Interception on ARM. - Kelun Lei; Xin You; Hailong Yang 002; Zhongzhi Luan; Depei Qian (ICS, 2023)

Exploiting Input Tensor Dynamics in Activation Checkpointing for Efficient Training on GPU. - Jianjin Liao; Mingzhen Li 001; Hailong Yang 002; Qingxiao Sun; Biao Sun; Jiwei Hao; Tianyu Feng; Fengwei Yu; Shengdong Chen; Ye Tao; Zicheng Zhang; Zhongzhi Luan; et al. (IPDPS, 2023)

EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. - Mingzhen Li 001; Wencong Xiao; Hailong Yang 002; Biao Sun; Hanyu Zhao; Shiru Ren; Zhongzhi Luan; Xianyan Jia; Yi Liu 013; Yong Li 020; Wei Lin 016; Depei Qian (SC, 2023)

TrivialSpy: Identifying Software Triviality via Fine-grained and Dataflow-based Value Profiling. - Xin You; Hailong Yang 002; Kelun Lei; Zhongzhi Luan; Depei Qian (SC, 2023)

LogQA: Question Answering in Unstructured Logs. - Shaohan Huang; Yi Liu 013; Carol J. Fung; Jiaxing Qi; Hailong Yang 002; Zhongzhi Luan (CoRR, 2023)

LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. - Jiaxing Qi; Shaohan Huang; Zhongzhi Luan; Carol J. Fung; Hailong Yang 002; Depei Qian (CoRR, 2023)

swSpAMM: optimizing large-scale sparse approximate matrix multiplication on Sunway Taihulight. - Xiaoyan Liu; Yi Liu 013; Bohong Yin; Hailong Yang 002; Zhongzhi Luan; Depei Qian (Frontiers Comput. Sci., 2023)

LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection. - Jiaxing Qi; Zhongzhi Luan; Shaohan Huang; Carol J. Fung; Hailong Yang 002; Hanlu Li; Danfeng Zhu; Depei Qian (IEEE Trans. Netw. Serv. Manag., 2023)

Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP. - Hailong Yang 002; Yi Liu 013; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (Computer, 2023)

Adapting combined tiling to stencil optimizations on sunway processor. - Biao Sun; Mingzhen Li 001; Hailong Yang 002; Jun Xu; Zhongzhi Luan; Depei Qian (CCF Trans. High Perform. Comput., 2023)

Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers. - Shaohan Huang; Yi Liu 013; Carol J. Fung; He Wang; Hailong Yang 002; Zhongzhi Luan (IEEE Trans. Computers, 2023)

HAOTuner: A Hardware Adaptive Operator Auto-Tuner for Dynamic Shape Tensor Compilers. - Pengyu Mu; Yi Liu 013; Rui Wang 014; Guoxiang Liu; Zhonghao Sun; Hailong Yang 002; Zhongzhi Luan; Depei Qian (IEEE Trans. Computers, 2023)

Retrospection on the Performance Analysis Tools for Large-Scale HPC Programs. - Zhibo Xuan; Xin You; Hailong Yang 002; Mingzhen Li 001; Zhongzhi Luan; Yi Liu 013; Depei Qian (HiPC, 2024)

PRoof: A Comprehensive Hierarchical Profiling Framework for Deep Neural Networks with Roofline Analysis. - Siyu Wu 001; Hailong Yang 002; Xin You; Ruihao Gong; Yi Liu 013; Zhongzhi Luan; Depei Qian (ICPP, 2024)

Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core. - Kaige Zhang; Xiaoyan Liu; Hailong Yang 002; Tianyu Feng; Xinyu Yang; Yi Liu 013; Zhongzhi Luan; Depei Qian (ICPP, 2024)

Tetris: Accelerating Sparse Convolution by Exploiting Memory Reuse on GPU. - Xiaoyan Liu; Xuegui Zheng; Hailong Yang 002; Zhongzhi Luan; Depei Qian (PPoPP, 2024)

Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations. - Xiaoyan Liu; Xinyu Yang; Kejie Ma; Shanghao Liu; Kaige Zhang; Hailong Yang 002; Yi Liu 013; Zhongzhi Luan; Depei Qian (SC, 2024)

GVARP: Detecting Performance Variance on Large-Scale Heterogeneous Systems. - Xin You; Zhibo Xuan; Hailong Yang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian (SC, 2024)

Gloss: Guiding Large Language Models to Answer Questions from System Logs. - Shaohan Huang; Yi Liu 013; Jiaxing Qi; Jing Shang; Zhiwen Xiao; Carol J. Fung; Zhihui Wu; Hailong Yang 002; Zhongzhi Luan; Depei Qian (SANER, 2024)

Building a domain-specific compiler for emerging processors with a reusable approach. - Mingzhen Li 001; Yi Liu 013; Bangduo Chen; Hailong Yang 002; Zhongzhi Luan; Depei Qian (Sci. China Inf. Sci., 2024)

Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding. - Siqi Wang; Hailong Yang 002; Xuezhu Wang; Tongxuan Liu; Pengbo Wang; Xuning Liang; Kejie Ma; Tianyu Feng; Xin You; Yongjun Bao; Yi Liu 013; Zhongzhi Luan; et al. (CoRR, 2024)

INSPIRIT: Optimizing Heterogeneous Task Scheduling through Adaptive Priority in Task-based Runtime Systems. - Yiqing Wang; Xiaoyan Liu; Hailong Yang 002; Xinyu Yang; Pengbo Wang; Yi Liu 013; Zhongzhi Luan; 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 002; Depei Qian (CoRR, 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 002; Depei Qian (CoRR, 2024)

ElasticBatch: A Learning-Augmented Elastic Scheduling System for Batch Inference on MIG. - Jiaxing Qi; Wencong Xiao; Mingzhen Li 001; Chaojie Yang; Yong Li 020; Wei Lin 016; Hailong Yang 002; Zhongzhi Luan; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2024)

Adaptive Auto-Tuning Framework for Global Exploration of Stencil Optimization on GPUs. - Qingxiao Sun; Yi Liu 013; Hailong Yang 002; Zhonghui Jiang; Zhongzhi Luan; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2024)

Towards optimized tensor code generation for deep learning on sunway many-core processor. - Mingzhen Li 001; Changxi Liu; Jianjin Liao; Xuegui Zheng; Hailong Yang 002; Rujun Sun; Jun Xu; Lin Gan; Guangwen Yang; Zhongzhi Luan; Depei Qian (Frontiers Comput. Sci., 2024)

AtRec: Accelerating Recommendation Model Training on CPUs. - Siqi Wang; Tianyu Feng; Hailong Yang 002; Xin You; Bangduo Chen; Tongxuan Liu; Zhongzhi Luan; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2024)

LogSay: An Efficient Comprehension System for Log Numerical Reasoning. - Jiaxing Qi; Zhongzhi Luan; Shaohan Huang; Carol J. Fung; Hailong Yang 002 (IEEE Trans. Computers, 2024)

SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network. - Jiaxing Qi; Zhongzhi Luan; Shaohan Huang; Carol J. Fung; Hailong Yang 002; Depei Qian (IEEE Trans. Knowl. Data Eng., 2024)

Past-Future Scheduler for LLM Serving under SLA Guarantees. - Ruihao Gong; Shihao Bai; Siyu Wu 001; Yunqian Fan; Zaijun Wang; Xiuhong Li; Hailong Yang 002; Xianglong Liu 001 (ASPLOS (2), 2025)

FastSpMM: Leveraging Tensor Cores for Sparse Matrix Multiplication. - Hongyu Wang; Mingzhen Li 001; Weile Jia; Hailong Yang 002; Guangming Tan (CF, 2025)

Towards Efficient Instruction Stream Scheduling for Stencil Computation on ARM Processors. - Shanghao Liu; Hailong Yang 002; Xin You; Zhongzhi Luan; Yi Liu 013; Depei Qian (IPDPS (Workshops), 2025)

GNNPerf: Towards Effective Performance Profiling and Analysis Across GNN Frameworks. - Kejie Ma; Hailong Yang 002; Zizheng Zhang; Xin You; Zhibo Xuan; Qingxiao Sun; Zhongzhi Luan; Yi Liu 013; Depei Qian (IPDPS, 2025)

INSPIRIT: Adaptive Priority-based Task Scheduling for Heterogeneous Hardware. - Yiqing Wang; Hailong Yang 002; Xiaoyan Liu; Xinyu Yang; Pengbo Wang; Xin You; Qingxiao Sun; Mingzhen Li 001; Yi Liu 013; Zhongzhi Luan; Depei Qian (IPDPS (Workshops), 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 002; Depei Qian (CoRR, 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 002; Zhongzhi Luan; Depei Qian (CCF Trans. High Perform. Comput., 2025)

Hotspy: identifying performance hotspot with graph neural network based static analysis. - Da Huo; Xin You; Zhibo Xuan; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CCF Trans. High Perform. Comput., 2025)

Exploiting Dynamic Regular Patterns in Irregular Programs for Efficient Vectorization. - Kelun Lei; Shaokang Du; Xin You; Hailong Yang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian (ACM Trans. Archit. Code Optim., 2025)

SimTrace: Exploiting Spatial and Temporal Sampling for Large-Scale Performance Analysis. - Zhibo Xuan; Xin You; Tianyu Feng; Hailong Yang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian (ACM Trans. Archit. Code Optim., 2025)

Deep Learning Operators Performance Tuning for Changeable Sized Input Data on Tensor Accelerate Hardware. - Pengyu Mu; Yi Liu 013; Rui Wang 014; Guoxiang Liu; Hangcheng An; Qianhe Zhao; Hailong Yang 002; Chenhao Xie 001; Zhongzhi Luan; Chunye Gong; Depei Qian (IEEE Trans. Computers, 2025)

Identifying Performance Inefficiencies of Parallel Program With Spatial and Temporal Trace Analysis. - Zhibo Xuan; Xin Sun; Xin You; Hailong Yang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian (IEEE Trans. Parallel Distributed Syst., 2025)