High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers. - Jianfeng Zhan; Lixin Zhang 002; Ninghui Sun; Lei Wang 004; Zhen Jia 001; Chunjie Luo (IPDPS Workshops, 2012)

CloudRank-D: benchmarking and ranking cloud computing systems for data processing applications. - Chunjie Luo; Jianfeng Zhan; Zhen Jia 001; Lei Wang 004; Gang Lu; Lixin Zhang 002; Cheng-Zhong Xu 001; Ninghui Sun (Frontiers Comput. Sci., 2012)

Characterizing data analysis workloads in data centers. - Zhen Jia 001; Lei Wang 004; Jianfeng Zhan; Lixin Zhang 002; Chunjie Luo (IISWC, 2013)

BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. - Zijian Ming; Chunjie Luo; Wanling Gao; Rui Han 001; Qiang Yang 012; Lei Wang 004; Jianfeng Zhan (WBDB, 2013)

BigDataBench: a Big Data Benchmark Suite from Web Search Engines. - Wanling Gao; Yuqing Zhu 001; Zhen Jia 001; Chunjie Luo; Lei Wang 004; Zhiguo Li; Jianfeng Zhan; Yong Qi; Yongqiang He; Shimin Gong; Xiaona Li; Shujie Zhang; et al. (CoRR, 2013)

BigDataBench: A big data benchmark suite from internet services. - Lei Wang 004; Jianfeng Zhan; Chunjie Luo; Yuqing Zhu 001; Qiang Yang 012; Yongqiang He; Wanling Gao; Zhen Jia 001; Yingjie Shi; Shujie Zhang; Chen Zheng 001; Gang Lu; et al. (HPCA, 2014)

Characterizing and subsetting big data workloads. - Zhen Jia 001; Jianfeng Zhan; Lei Wang 004; Rui Han 001; Sally A. McKee; Qiang Yang 012; Chunjie Luo; Jingwei Li (IISWC, 2014)

Identifying Dwarfs Workloads in Big Data Analytics. - Wanling Gao; Chunjie Luo; Jianfeng Zhan; Hainan Ye; Xiwen He; Lei Wang 004; Yuqing Zhu 001; Xinhui Tian (CoRR, 2015)

Understanding Big Data Analytic Workloads on Modern Processors. - Zhen Jia 001; Lei Wang 004; Jianfeng Zhan; Lixin Zhang 002; Chunjie Luo; Ninghui Sun (CoRR, 2015)

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. - Chunjie Luo; Jianfeng Zhan; Lei Wang 004; Qiang Yang 012 (CoRR, 2017)

A Dwarf-based Scalable Big Data Benchmarking Methodology. - Wanling Gao; Lei Wang 004; Jianfeng Zhan; Chunjie Luo; Daoyi Zheng; Zhen Jia 001; Biwei Xie; Chen Zheng 001; Qiang Yang 012; Haibin Wang (CoRR, 2017)

HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems. - Rui Ren; Jiechao Cheng; Xiwen He; Lei Wang 004; Chunjie Luo; Jianfeng Zhan (CoRR, 2017)

Understanding Big Data Analytics Workloads on Modern Processors. - Zhen Jia 001; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Wanling Gao; Yi Jin; Rui Han 001; Lixin Zhang 002 (IEEE Trans. Parallel Distributed Syst., 2017)

Data motifs: a lens towards fully understanding big data and AI workloads. - Wanling Gao; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Daoyi Zheng; Fei Tang; Biwei Xie; Chen Zheng 001; Xu Wen; Xiwen He; Hainan Ye; Rui Ren (PACT, 2018)

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. - Wanling Gao; Chunjie Luo; Lei Wang 004; Xingwang Xiong; Jianan Chen 003; Tianshu Hao; Zihan Jiang; Fanda Fan; Mengjia Du; Yunyou Huang; Fan Zhang 047; Xu Wen; et al. (Bench, 2018)

HPC AI500: A Benchmark Suite for HPC AI Systems. - Zihan Jiang; Wanling Gao; Lei Wang 004; Xingwang Xiong; Yuchen Zhang; Xu Wen; Chunjie Luo; Hainan Ye; Xiaoyi Lu; Yunquan Zhang; Shengzhong Feng; Kenli Li 001; et al. (Bench, 2018)

AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence. - Chunjie Luo; Fan Zhang 047; Cheng Huang; Xingwang Xiong; Jianan Chen 003; Lei Wang 004; Wanling Gao; Hainan Ye; Tong Wu; Runsong Zhou; Jianfeng Zhan (Bench, 2018)

Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems. - Rui Ren; Jiechao Cheng; Yan Yin; Jianfeng Zhan; Lei Wang 004; Jinheng Li; Chunjie Luo (IEEE BigData, 2018)

Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. - Chunjie Luo; Jianfeng Zhan; Xiaohe Xue; Lei Wang 004; Rui Ren; Qiang Yang 012 (ICANN (1), 2018)

Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. - Wanling Gao; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Zhen Jia 001; Daoyi Zheng; Chen Zheng 001; Xiwen He; Hainan Ye; Haibin Wang; Rui Ren (IISWC, 2018)

BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing. - Lei Wang 004; Jianfeng Zhan; Wanling Gao; Rui Ren; Xiwen He; Chunjie Luo; Gang Lu; Jingwei Li (CoRR, 2018)

Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. - Wanling Gao; Lei Wang 004; Jianfeng Zhan; Chunjie Luo; Daoyi Zheng; Zhen Jia 001; Biwei Xie; Chen Zheng 001; Qiang Yang 012; Haibin Wang (CoRR, 2018)

A veracity preserving model for synthesizing scalable electricity load profiles. - Yunyou Huang; Jianfeng Zhan; Chunjie Luo; Lei Wang 004; Nana Wang 001; Daoyi Zheng; Fanda Fan; Rui Ren (CoRR, 2018)

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. - Wanling Gao; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Daoyi Zheng; Rui Ren; Chen Zheng 001; Gang Lu; Jingwei Li; Zheng Cao 003; Shujie Zhang; Haoning Tang (CoRR, 2018)

Clustering Residential Electricity Load Curves via Community Detection in Network. - Yunyou Huang; Jianfeng Zhan; Nana Wang 001; Chunjie Luo; Lei Wang 004; Rui Ren (CoRR, 2018)

HPC AI500: A Benchmark Suite for HPC AI Systems. - Zihan Jiang; Wanling Gao; Lei Wang 004; Xingwang Xiong; Yuchen Zhang; Xu Wen; Chunjie Luo; Hainan Ye; Yunquan Zhang; Shengzhong Feng; Kenli Li 001; Weijia Xu; et al. (CoRR, 2019)

AIBench: An Industry Standard Internet Service AI Benchmark Suite. - Wanling Gao; Fei Tang; Lei Wang 004; Jianfeng Zhan; Chunxin Lan; Chunjie Luo; Yunyou Huang; Chen Zheng 001; Jiahui Dai; Zheng Cao 003; Daoyi Zheng; Haoning Tang; et al. (CoRR, 2019)

HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems. - Rui Ren; Jiechao Cheng; Xiwen He; Lei Wang 004; Jianfeng Zhan; Wanling Gao; Chunjie Luo (J. Comput. Sci. Technol., 2019)

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. - Wanling Gao; Fei Tang; Jianfeng Zhan; Chuanxin Lan; Chunjie Luo; Lei Wang 004; Jiahui Dai; Zheng Cao 003; Xiongwang Xiong; Zihan Jiang; Tianshu Hao; Fanda Fan; et al. (CoRR, 2020)

Extended Batch Normalization. - Chunjie Luo; Jianfeng Zhan; Lei Wang 004; Wanling Gao (CoRR, 2020)

AIBench: An Industry Standard AI Benchmark Suite from Internet Services. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Jiahui Dai; Zheng Cao 003; Xingwang Xiong; Zihan Jiang; Tianshu Hao; et al. (CoRR, 2020)

AIBench: Scenario-distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Zihan Jiang (CoRR, 2020)

Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices. - Chunjie Luo; Xiwen He; Jianfeng Zhan; Lei Wang 004; Wanling Gao; Jiahui Dai (CoRR, 2020)

HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. - Zihan Jiang; Lei Wang 004; Xingwang Xiong; Wanling Gao; Chunjie Luo; Fei Tang; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CoRR, 2020)

An Isolated Data Island Benchmark Suite for Federated Learning. - Yuan Liang; Yange Guo; Yanxia Gong; Chunjie Luo; Jianfeng Zhan; Yunyou Huang (CoRR, 2020)

AIBench Scenario: Scenario-Distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Xiaoli Liu 002; Zihan Jiang (PACT, 2021)

Ensemble Clustering-based Cervical Spondylosis Fine-classification. - Nana Wang 001; Chunjie Luo; Yunyou Huang; Jianfeng Zhan (BIBM, 2021)

HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. - Zihan Jiang; Wanling Gao; Fei Tang; Lei Wang 004; Xingwang Xiong; Chunjie Luo; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CLUSTER, 2021)

Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. - Chunjie Luo; Jianfeng Zhan; Lei Wang 004; Wanling Gao (IJCNN, 2021)

AIBench Training: Balanced Industry-Standard AI Training Benchmarking. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Zheng Cao 003; Xingwang Xiong; Zihan Jiang; Tianshu Hao; Fanda Fan; et al. (ISPASS, 2021)

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. - Zihan Jiang; Wanling Gao; Fei Tang; Xingwang Xiong; Lei Wang 004; Chuanxin Lan; Chunjie Luo; Hongxiao Li; Jianfeng Zhan (CoRR, 2021)

Shift-and-Balance Attention. - Chunjie Luo; Jianfeng Zhan; Tianshu Hao; Lei Wang 004; Wanling Gao (CoRR, 2021)

High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer. - Wanling Gao; Lei Wang 004; Mingyu Chen 001; Jin Xiong; Chunjie Luo; Wenli Zhang; Yunyou Huang; Weiping Li; Guoxin Kang; Chen Zheng 001; Biwei Xie; Shaopeng Dai; et al. (CoRR, 2022)

Quality at the Tail. - Zhengxin Yang; Wanling Gao; Chunjie Luo; Lei Wang 004; Jianfeng Zhan (CoRR, 2022)

DeepCS: Training a deep learning model for cervical spondylosis recognition on small-labeled sensor data. - Nana Wang 001; Chunjie Luo; Xi Huang; Yunyou Huang; Jianfeng Zhan (Neurocomputing, 2022)

Cross-Layer Profiling of IoTBench. - Fan Zhang 047; Chenxi Wang; Chunjie Luo; Lei Wang 004 (Bench, 2023)

Hierarchical Masked 3D Diffusion Model for Video Outpainting. - Fanda Fan; Chaoxu Guo; Litong Gong; Biao Wang; Tiezheng Ge; Yuning Jiang 001; Chunjie Luo; Jianfeng Zhan (ACM Multimedia, 2023)

DCNetBench: Scaleable Data Center Network Benchmarking. - Ke Liu; Wanling Gao; Chunjie Luo; Cheng Huang; Chunxin Lan; Zhenxing Zhang; Lei Wang 004; Xiwen He; Nan Li; Jianfeng Zhan (CoRR, 2023)

WPC: Whole-picture Workload Characterization. - Lei Wang 004; Kaiyong Yang; Chenxi Wang; Wanling Gao; Chunjie Luo; Fan Zhang 047; Zhongxin Ge; Li Zhang; Guoxin Kang; Jianfeng Zhan (CoRR, 2023)

DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos. - Chunjie Luo; Fei Luo 004; Yusen Wang; Enxu Zhao; Chunxia Xiao (AAAI, 2024)

AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI. - Fanda Fan; Chunjie Luo; Wanling Gao; Jianfeng Zhan (CoRR, 2024)

Evaluatology: The Science and Engineering of Evaluation. - Jianfeng Zhan; Lei Wang 004; Wanling Gao; Hongxiao Li; Chenxi Wang; Yunyou Huang; Yatao Li; Zhengxin Yang; Guoxin Kang; Chunjie Luo; Hainan Ye; Shaopeng Dai; et al. (CoRR, 2024)

Could Bibliometrics Reveal Top Science and Technology Achievements and Researchers? The Case for Evaluatology-based Science and Technology Evaluation. - Guoxin Kang; Wanling Gao; Lei Wang 004; Chunjie Luo; Hainan Ye; Qian He; Shaopeng Dai; Jianfeng Zhan (CoRR, 2024)

DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework. - Kuiye Ding; Fanda Fan; Yao Wang; Ruijie jian; Xiaorui Wang; Luqi Gong; Yishan Jiang; Chunjie Luo; Jianfeng Zhan (CoRR, 2025)