Jianfeng Zhan

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 115

Top Venues

Publications

Xu Wen, Wanling Gao, Lei Wang, Jianfeng Zhan
Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware Devices. CoRR (2024)
Wanling Gao, Yunyou Huang, Dandan Cui, Zhuoming Yu, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Gangyuan Zhao, Chongrong Jiang, Fan Huang, Tianyi Wei, Suqin Tang, Bingjie Xia, Zhifei Zhang, Jianfeng Zhan
Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models. CoRR (2024)
Pengfei Wang, Daqing Wu, Chong Chen, Kunpeng Liu, Yanjie Fu, Jianqiang Huang, Yuanchun Zhou, Jianfeng Zhan, Xiansheng Hua
Deep Adaptive Graph Clustering via von Mises-Fisher Distributions. ACM Trans. Web 18 (2) (2024)
Jianfeng Zhan, Lei Wang, Wanling Gao, Hongxiao Li, Chenxi Wang, Yunyou Huang, Yatao Li, Zhengxin Yang, Guoxin Kang, Chunjie Luo, Hainan Ye, Shaopeng Dai, Zhifei Zhang
Evaluatology: The Science and Engineering of Evaluation. CoRR (2024)
Wanling Gao, Yuan Liu, Zhuoming Yu, Dandan Cui, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Fan Huang, Gangyuan Zhao, Chongrong Jiang, Tianyi Wei, Zhifei Zhang, Yunyou Huang, Jianfeng Zhan
AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database. CoRR (2024)
Fanda Fan, Chunjie Luo, Wanling Gao, Jianfeng Zhan
AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI. CoRR (2024)
Zhengxin Yang, Wanling Gao, Luzhou Peng, Yunyou Huang, Fei Tang, Jianfeng Zhan
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture. CoRR (2024)
Fei Tang, Wanling Gao, Luzhou Peng, Jianfeng Zhan
AGIBench: A Multi-granularity, Multimodal, Human-Referenced, Auto-Scoring Benchmark for Large Language Models. Bench (2023)
Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database. CoRR (2023)
Ke Liu, Wanling Gao, Chunjie Luo, Cheng Huang, Chunxin Lan, Zhenxing Zhang, Lei Wang, Xiwen He, Nan Li, Jianfeng Zhan
DCNetBench: Scaleable Data Center Network Benchmarking. CoRR (2023)
Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
CMLCompiler: A Unified Compiler for Classical Machine Learning. ICS (2023)
Yatao Li, Jianfeng Zhan
SAIBench: A Structural Interpretation of AI for Science Through Benchmarks. CoRR (2023)
Yunyou Huang, Xiaoshuang Liang, Xiangjiang Lu, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Fan Zhang, Guoxin Kang, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan
OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis. CoRR (2023)
Tianshu Hao, Kai Hwang, Jianfeng Zhan, Yuejin Li, Yong Cao
Scenario-Based AI Benchmark Evaluation of Distributed Cloud/Edge Computing Systems. IEEE Trans. Computers 72 (3) (2023)
Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
CMLCompiler: A Unified Compiler for Classical Machine Learning. CoRR (2023)
Yikang Yang, Lei Wang, Jianfeng Zhan
A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads. CoRR (2023)
Yunyou Huang, Xianglong Guan, Xiangjiang Lu, Xiaoshuang Liang, Xiuxia Miao, Jiyue Xie, Wenjing Liu, Li Ma, Suqin Tang, Zhifei Zhang, Jianfeng Zhan
OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis. CoRR (2023)
Fei Tang, Wanling Gao, Luzhou Peng, Jianfeng Zhan
AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models. CoRR (2023)
Yikang Yang, Lei Wang, Jianfeng Zhan
A Linear Combination-Based Method to Construct Proxy Benchmarks for Big Data Workloads. Bench (2023)
Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan
Does AI for science need another ImageNet Or totally different benchmarks? A case study of machine learning force fields. CoRR (2023)
Fanda Fan, Chaoxu Guo, Litong Gong, Biao Wang, Tiezheng Ge, Yuning Jiang, Chunjie Luo, Jianfeng Zhan
Hierarchical Masked 3D Diffusion Model for Video Outpainting. CoRR (2023)
Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan
Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields. Bench (2023)
Lei Wang, Kaiyong Yang, Chenxi Wang, Wanling Gao, Chunjie Luo, Fan Zhang, Zhongxin Ge, Li Zhang, Guoxin Kang, Jianfeng Zhan
WPC: Whole-picture Workload Characterization. CoRR (2023)
Fanda Fan, Chaoxu Guo, Litong Gong, Biao Wang, Tiezheng Ge, Yuning Jiang, Chunjie Luo, Jianfeng Zhan
Hierarchical Masked 3D Diffusion Model for Video Outpainting. ACM Multimedia (2023)
Guoxin Kang, Lei Wang, Simin Chen, Jianfeng Zhan
NHtapDB: Native HTAP Databases. CoRR (2023)
Yatao Li, Jianfeng Zhan
SAIBench: Benchmarking AI for Science. CoRR (2022)
Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. CoRR (2022)
Wanling Gao, Lei Wang, Mingyu Chen, Jin Xiong, Chunjie Luo, Wenli Zhang, Yunyou Huang, Weiping Li, Guoxin Kang, Chen Zheng, Biwei Xie, Shaopeng Dai, Qian He, Hainan Ye, Yungang Bao, Jianfeng Zhan
High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer. CoRR (2022)
Fan Zhang, Chuanxin Lan, Lei Wang, Fei Tang, Shaopeng Dai, Jiangtao Wang, Jiantao Ma, Jianfeng Zhan
EAIBench: An Energy Efficiency Benchmark for AI Training. Bench (2022)
Jianfeng Zhan
A BenchCouncil View on Benchmarking Emerging and Future Computing. CoRR (2022)
Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan
OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. ICDE (2022)
Jianfeng Zhan
Three Laws of Technology Rise or Fall. CoRR (2022)
Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
ToL: A Tensor of List-Based Unified Computation Model. CoRR (2022)
Zhengxin Yang, Wanling Gao, Chunjie Luo, Lei Wang, Jianfeng Zhan
Quality at the Tail. CoRR (2022)
Nana Wang, Chunjie Luo, Xi Huang, Yunyou Huang, Jianfeng Zhan
DeepCS: Training a deep learning model for cervical spondylosis recognition on small-labeled sensor data. Neurocomputing 472 (2022)
Yunyou Huang, Nana Wang, Suqin Tang, Li Ma, Tianshu Hao, Zihan Jiang, Fan Zhang, Guoxin Kang, Xiuxia Miao, Xianglong Guan, Ruchang Zhang, Zhifei Zhang, Jianfeng Zhan
OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings. CoRR (2021)
Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan
HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. CLUSTER (2021)
Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. IJCNN (2021)
Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Xiaoli Liu, Zihan Jiang
AIBench Scenario: Scenario-Distilling AI Benchmarking. PACT (2021)
Nana Wang, Chunjie Luo, Yunyou Huang, Jianfeng Zhan
Ensemble Clustering-based Cervical Spondylosis Fine-classification. BIBM (2021)
Jianfeng Zhan
Call for establishing benchmark science and engineering. CoRR (2021)
Lei Wang, Xingwang Xiong, Jianfeng Zhan, Wanling Gao, Xu Wen, Guoxin Kang, Fei Tang
WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture. IEEE Comput. Archit. Lett. 20 (2) (2021)
Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Jiahui Dai, Hainan Ye
AIBench Training: Balanced Industry-Standard AI Training Benchmarking. ISPASS (2021)
Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen
AI-oriented Workload Allocation for Cloud-Edge Computing. CCGRID (2021)
Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao
Shift-and-Balance Attention. CoRR (2021)
Zihan Jiang, Wanling Gao, Fei Tang, Xingwang Xiong, Lei Wang, Chuanxin Lan, Chunjie Luo, Hongxiao Li, Jianfeng Zhan
HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. CoRR (2021)
Wanling Gao, Fei Tang, Jianfeng Zhan, Chuanxin Lan, Chunjie Luo, Lei Wang, Jiahui Dai, Zheng Cao, Xiongwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Xu Wen, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. CoRR (2020)
Fei Tang, Wanling Gao, Jianfeng Zhan, Chuanxin Lan, Xu Wen, Lei Wang, Chunjie Luo, Jiahui Dai, Zheng Cao, Xingwang Xiong, Zihan Jiang, Tianshu Hao, Fanda Fan, Fan Zhang, Yunyou Huang, Jianan Chen, Mengjia Du, Rui Ren, Chen Zheng, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Gang Lu, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye
AIBench: An Industry Standard AI Benchmark Suite from Internet Services. CoRR (2020)
Xiaoyi Lu, Jianfeng Zhan
Workshop 7: HPBDC High-Performance Big Data and Cloud Computing. IPDPS Workshops (2020)
Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
Extended Batch Normalization. CoRR (2020)
Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices. CoRR (2020)
Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan
HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. CoRR (2020)
Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen
AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing. CoRR (2020)
Yuan Liang, Yange Guo, Yanxia Gong, Chunjie Luo, Jianfeng Zhan, Yunyou Huang
An Isolated Data Island Benchmark Suite for Federated Learning. CoRR (2020)
Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao
Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks. CoRR (2020)
Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang
AIBench: Scenario-distilling AI Benchmarking. CoRR (2020)
Guoxin Kang, Defei Kong, Lei Wang, Jianfeng Zhan
OStoreBench: Benchmarking Distributed Object Storage Systems Using Real-World Application Scenarios. Bench (2020)
Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. CoRR (2019)
Fanda Fan, Yunyou Huang, Lei Wang, Xingwang Xiong, Zihan Jiang, Zhifei Zhang, Jianfeng Zhan
A Semantic-based Medical Image Fusion Approach. CoRR (2019)
Zhifei Zhang, Wanling Gao, Fan Zhang, Yunyou Huang, Shaopeng Dai, Fanda Fan, Jianfeng Zhan, Mengjia Du, Silin Yin, Longxin Xiong, Juan Du, Yumei Cheng, Xiexuan Zhou, Rui Ren, Lei Wang, Hainan Ye
Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks. IEEE Access 7 (2019)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC 2019. IPDPS Workshops (2019)
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
HPC AI500: A Benchmark Suite for HPC AI Systems. CoRR (2019)
Rui Han, Chi Harold Liu, Zan Zong, Lydia Y. Chen, Wending Liu, Siyi Wang, Jianfeng Zhan
Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Yunyou Huang, Zhifei Zhang, Nana Wang, Nengquan Li, Mengjia Du, Tianshu Hao, Jianfeng Zhan
A new direction to promote the implementation of artificial intelligence in natural clinical settings. CoRR (2019)
Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan
XOS: An Application-Defined Operating System for Data Center Servers. CoRR (2019)
Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren
BenchCouncil's View on Benchmarking AI and Other Emerging Workloads. CoRR (2019)
Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems. J. Comput. Sci. Technol. 34 (6) (2019)
Wanling Gao, Fei Tang, Lei Wang, Jianfeng Zhan, Chunxin Lan, Chunjie Luo, Yunyou Huang, Chen Zheng, Jiahui Dai, Zheng Cao, Daoyi Zheng, Haoning Tang, Kunlin Zhan, Biao Wang, Defei Kong, Tong Wu, Minghe Yu, Chongkang Tan, Huan Li, Xinhui Tian, Yatao Li, Junchao Shao, Zhenyu Wang, Xiaoyu Wang, Hainan Ye
AIBench: An Industry Standard Internet Service AI Benchmark Suite. CoRR (2019)
Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking. CoRR (2019)
Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang
Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers. IEEE Trans. Big Data 5 (1) (2019)
Yunyou Huang, Nana Wang, Tianshu Hao, Wanling Gao, Cheng Huang, Jianqing Li, Jianfeng Zhan
LoadCNN: A Efficient Green Deep Learning Model for Day-ahead Individual Resident Load Forecasting. CoRR (2019)
Rui Ren, Jinheng Li, Lei Wang, Jianfeng Zhan, Zheng Cao
Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster. CoRR (2018)
Chunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan
AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence. Bench (2018)
Rui Han, Lizy Kurian John, Jianfeng Zhan
Benchmarking Big Data Systems: A Review. IEEE Trans. Serv. Comput. 11 (3) (2018)
Wanling Gao, Chunjie Luo, Lei Wang, Xingwang Xiong, Jianan Chen, Tianshu Hao, Zihan Jiang, Fanda Fan, Mengjia Du, Yunyou Huang, Fan Zhang, Xu Wen, Chen Zheng, Xiwen He, Jiahui Dai, Hainan Ye, Zheng Cao, Zhen Jia, Kent Zhan, Haoning Tang, Daoyi Zheng, Biwei Xie, Wei Li, Xiaoyu Wang, Jianfeng Zhan
AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. Bench (2018)
Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang
CVR: efficient vectorization of SpMV on x86 processors. CGO (2018)
Rui Ren, Jiechao Cheng, Yan Yin, Jianfeng Zhan, Lei Wang, Jinheng Li, Chunjie Luo
Deep Convolutional Neural Networks for Log Event Classification on Distributed Cluster Systems. IEEE BigData (2018)
Chen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan
XOS: An Application-Defined Operating System for Datacenter Computing. IEEE BigData (2018)
Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking. Bench (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. CoRR (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren
Data motifs: a lens towards fully understanding big data and AI workloads. PACT (2018)
Yunyou Huang, Jianfeng Zhan, Chunjie Luo, Lei Wang, Nana Wang, Daoyi Zheng, Fanda Fan, Rui Ren
A veracity preserving model for synthesizing scalable electricity load profiles. CoRR (2018)
Rui Han, Zan Zong, Lydia Y. Chen, Siyi Wang, Jianfeng Zhan
AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs. ICDCS (2018)
Xinhui Tian, Biwei Xie, Jianfeng Zhan
Cymbalo: An Efficient Graph Processing Framework for Machine Learning. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang
BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite. CoRR (2018)
Zihan Jiang, Wanling Gao, Lei Wang, Xingwang Xiong, Yuchen Zhang, Xu Wen, Chunjie Luo, Hainan Ye, Xiaoyi Lu, Yunquan Zhang, Shengzhong Feng, Kenli Li, Weijia Xu, Jianfeng Zhan
HPC AI500: A Benchmark Suite for HPC AI Systems. Bench (2018)
Yunyou Huang, Jianfeng Zhan, Nana Wang, Chunjie Luo, Lei Wang, Rui Ren
Clustering Residential Electricity Load Curves via Community Detection in Network. CoRR (2018)
Chunjie Luo, Jianfeng Zhan, Xiaohe Xue, Lei Wang, Rui Ren, Qiang Yang
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. ICANN (1) (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads. IISWC (2018)
Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads. CoRR (2018)
Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li
BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing. CoRR (2018)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC 2018. IPDPS Workshops (2018)
Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads. CoRR (2018)
Xinhui Tian, Jianfeng Zhan
GraphDuo: A Dual-Model Graph Processing Framework. IEEE Access 6 (2018)
Chunjie Luo, Jianfeng Zhan, Lei Wang, Qiang Yang
Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. CoRR (2017)
Rui Han, Fan Zhang, Lydia Y. Chen, Jianfeng Zhan
Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning. RTSS (2017)
Xinhui Tian, Yuanqing Guo, Jianfeng Zhan, Lei Wang
Towards memory and computation efficient graph processing on spark. IEEE BigData (2017)
Xiaoyi Lu, Jianfeng Zhan, Dhabaleswar K. Panda
Introduction to HPBDC Workshop. IPDPS Workshops (2017)
Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Chunjie Luo, Jianfeng Zhan
HybridTune: Spatio-temporal Data and Model Driven Performance Diagnosis for Big Data Systems. CoRR (2017)
Rui Han, Siguang Huang, Zhentao Wang, Jianfeng Zhan
CLAP: Component-Level Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. IEEE Trans. Parallel Distributed Syst. 28 (8) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jianfeng Zhan