Wanling Gao

According to our database, Wanling Gao authored at least 66 papers between 2012 and 2024.

Collaborative distances:

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

2024

Reusability report: Uncovering associations in biomedical bipartite networks via a bilinear attention network with domain adaptation.

Tao Xu, Haoyuan Shi, Wanling Gao, Xiaosong Wang, Zhenyu Yue

Nat. Mac. Intell., 2024

Comprehensive Assessment of BERT-Based Methods for Predicting Antimicrobial Peptides.

Wanling Gao, Jun Zhao, Jianfeng Gui, Zehan Wang, Jie Chen, Zhenyu Yue

J. Chem. Inf. Model., 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, Chunjie Luo, Hainan Ye, Qian He, Shaopeng Dai, Jianfeng Zhan

CoRR, 2024

Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models.

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

CoRR, 2024

Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture.

Zhengxin Yang, Wanling Gao, Luzhou Peng, Yunyou Huang, Fei Tang, Jianfeng Zhan

CoRR, 2024

AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database.

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

CoRR, 2024

Bridging the Gap Between Domain-specific Frameworks and Multiple Hardware Devices.

Xu Wen, Wanling Gao, Lei Wang, Jianfeng Zhan

CoRR, 2024

Evaluatology: The Science and Engineering of Evaluation.

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

CoRR, 2024

AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI.

Fanda Fan, Chunjie Luo, Wanling Gao, Jianfeng Zhan

CoRR, 2024

2023

IterLara: A Turing Complete Algebra for Big Data, AI, Scientific Computing, and Database.

Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan

CoRR, 2023

WPC: Whole-picture Workload Characterization.

Lei Wang, Kaiyong Yang, Chenxi Wang, Wanling Gao, Chunjie Luo, Fan Zhang, Zhongxin Ge, Li Zhang, Guoxin Kang, Jianfeng Zhan

CoRR, 2023

DCNetBench: Scaleable Data Center Network Benchmarking.

Ke Liu, Wanling Gao, Chunjie Luo, Cheng Huang, Chunxin Lan, Zhenxing Zhang, Lei Wang, Xiwen He, Nan Li, Jianfeng Zhan

CoRR, 2023

CMLCompiler: A Unified Compiler for Classical Machine Learning.

Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan

Proceedings of the 37th International Conference on Supercomputing, 2023

AGIBench: A Multi-granularity, Multimodal, Human-Referenced, Auto-Scoring Benchmark for Large Language Models.

Fei Tang, Wanling Gao, Luzhou Peng, Jianfeng Zhan

Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

Does AI for Science Need Another ImageNet or Totally Different Benchmarks? A Case Study of Machine Learning Force Fields.

Yatao Li, Wanling Gao, Lei Wang, Lixin Sun, Zun Wang, Jianfeng Zhan

Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

2022

Quality at the Tail.

Zhengxin Yang, Wanling Gao, Chunjie Luo, Lei Wang, Jianfeng Zhan

CoRR, 2022

ToL: A Tensor of List-Based Unified Computation Model.

Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan

CoRR, 2022

High fusion computers: The IoTs, edges, data centers, and humans-in-the-loop as a computer.

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

CoRR, 2022

A systematic study on benchmarking AI inference accelerators.

Zihan Jiang, Jiansong Li, Fangxin Liu, Wanling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu, Tao Li

CCF Trans. High Perform. Comput., 2022

OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems.

Guoxin Kang, Lei Wang, Wanling Gao, Fei Tang, Jianfeng Zhan

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Shift-and-Balance Attention.

Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao

CoRR, 2021

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking.

Zihan Jiang, Wanling Gao, Fei Tang, Xingwang Xiong, Lei Wang, Chuanxin Lan, Chunjie Luo, Hongxiao Li, Jianfeng Zhan

CoRR, 2021

WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture.

Lei Wang, Xingwang Xiong, Jianfeng Zhan, Wanling Gao, Xu Wen, Guoxin Kang, Fei Tang

IEEE Comput. Archit. Lett., 2021

AIBench Training: Balanced Industry-Standard AI Training Benchmarking.

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

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Finet: Using Fine-grained Batch Normalization to Train Light-weight Neural Networks.

Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao

Proceedings of the International Joint Conference on Neural Networks, 2021

HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems.

Zihan Jiang, Wanling Gao, Fei Tang, Lei Wang, Xingwang Xiong, Chunjie Luo, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan

Proceedings of the IEEE International Conference on Cluster Computing, 2021

AI-oriented Workload Allocation for Cloud-Edge Computing.

Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

AIBench Scenario: Scenario-Distilling AI Benchmarking.

Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Xiaoli Liu, Zihan Jiang

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems.

Zihan Jiang, Lei Wang, Xingwang Xiong, Wanling Gao, Chunjie Luo, Fei Tang, Chuanxin Lan, Hongxiao Li, Jianfeng Zhan

CoRR, 2020

Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices.

Chunjie Luo, Xiwen He, Jianfeng Zhan, Lei Wang, Wanling Gao, Jiahui Dai

CoRR, 2020

AIBench: Scenario-distilling AI Benchmarking.

Wanling Gao, Fei Tang, Jianfeng Zhan, Xu Wen, Lei Wang, Zheng Cao, Chuanxin Lan, Chunjie Luo, Zihan Jiang

CoRR, 2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services.

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

CoRR, 2020

Extended Batch Normalization.

Chunjie Luo, Jianfeng Zhan, Lei Wang, Wanling Gao

CoRR, 2020

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.

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

CoRR, 2020

AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing.

Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen

CoRR, 2020

2019

Understanding Processors Design Decisions for Data Analytics in Homogeneous Data Centers.

Zhen Jia, Wanling Gao, Yingjie Shi, Sally A. McKee, Zhenyan Ji, Jianfeng Zhan, Lei Wang, Lixin Zhang

IEEE Trans. Big Data, 2019

HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems.

Rui Ren, Jiechao Cheng, Xiwen He, Lei Wang, Jianfeng Zhan, Wanling Gao, Chunjie Luo

J. Comput. Sci. Technol., 2019

BenchCouncil's View on Benchmarking AI and Other Emerging Workloads.

Jianfeng Zhan, Lei Wang, Wanling Gao, Rui Ren

CoRR, 2019

AIBench: An Industry Standard Internet Service AI Benchmark Suite.

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

CoRR, 2019

HPC AI500: A Benchmark Suite for HPC AI Systems.

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

CoRR, 2019

LoadCNN: A Efficient Green Deep Learning Model for Day-ahead Individual Resident Load Forecasting.

Yunyou Huang, Nana Wang, Tianshu Hao, Wanling Gao, Cheng Huang, Jianqing Li, Jianfeng Zhan

CoRR, 2019

Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks.

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

IEEE Access, 2019

BOPS, A New Computation-Centric Metric for Datacenter Computing.

Lei Wang, Wanling Gao, Kaiyong Yang, Zihan Jiang

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Rui Ren, Chen Zheng, Gang Lu, Jingwei Li, Zheng Cao, Shujie Zhang, Haoning Tang

CoRR, 2018

Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads.

Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang

CoRR, 2018

BOPS, Not FLOPS! A New Metric, Measuring Tool, and Roofline Performance Model For Datacenter Computing.

Lei Wang, Jianfeng Zhan, Wanling Gao, Rui Ren, Xiwen He, Chunjie Luo, Gang Lu, Jingwei Li

CoRR, 2018

Data Motif-based Proxy Benchmarks for Big Data and AI Workloads.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Zhen Jia, Daoyi Zheng, Chen Zheng, Xiwen He, Hainan Ye, Haibin Wang, Rui Ren

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

CVR: efficient vectorization of SpMV on x86 processors.

Biwei Xie, Jianfeng Zhan, Xu Liu, Wanling Gao, Zhen Jia, Xiwen He, Lixin Zhang

Proceedings of the 2018 International Symposium on Code Generation and Optimization, 2018

DCMIX: Generating Mixed Workloads for the Cloud Data Center.

Xingwang Xiong, Lei Wang, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

AIoT Bench: Towards Comprehensive Benchmarking Mobile and Embedded Device Intelligence.

Chunjie Luo, Fan Zhang, Cheng Huang, Xingwang Xiong, Jianan Chen, Lei Wang, Wanling Gao, Hainan Ye, Tong Wu, Runsong Zhou, Jianfeng Zhan

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

HPC AI500: A Benchmark Suite for HPC AI Systems.

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

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking.

Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking.

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

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

Data motifs: a lens towards fully understanding big data and AI workloads.

Wanling Gao, Jianfeng Zhan, Lei Wang, Chunjie Luo, Daoyi Zheng, Fei Tang, Biwei Xie, Chen Zheng, Xu Wen, Xiwen He, Hainan Ye, Rui Ren

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

Understanding Big Data Analytics Workloads on Modern Processors.

Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang

IEEE Trans. Parallel Distributed Syst., 2017

基于观察者模式的实时系统验证方法 (Real-time System Verification Approach Based on Observer Patterns).

He Zhao, Mei Hong, Qiuhui Yang, Wanling Gao

计算机科学, 2017

统计算法选择对统计模型检测效率的影响分析 (Efficiency Analysis of Different Statistical Algorithms on Statistical Model Checking).

Wanling Gao, Mei Hong, Qiuhui Yang, He Zhao

计算机科学, 2017

A Dwarf-based Scalable Big Data Benchmarking Methodology.

Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang

CoRR, 2017

BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite.

Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2015

Benchmarking Big Data Systems: State-of-the-Art and Future Directions.

Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang

CoRR, 2015

Identifying Dwarfs Workloads in Big Data Analytics.

Wanling Gao, Chunjie Luo, Jianfeng Zhan, Hainan Ye, Xiwen He, Lei Wang, Yuqing Zhu, Xinhui Tian

CoRR, 2015

Revisiting Benchmarking Principles and Methodologies for Big Data Benchmarking.

Liutao Zhao, Wanling Gao, Yi Jin

Proceedings of the Big Data Benchmarks, Performance Optimization, and Emerging Hardware, 2015

2014

BigDataBench: A big data benchmark suite from internet services.

Lei Wang, Jianfeng Zhan, Chunjie Luo, Yuqing Zhu, Qiang Yang, Yongqiang He, Wanling Gao, Zhen Jia, Yingjie Shi, Shujie Zhang, Chen Zheng, Gang Lu, Kent Zhan, Xiaona Li, Bizhu Qiu

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2013

BigDataBench: a Big Data Benchmark Suite from Web Search Engines.

Wanling Gao, Yuqing Zhu, Zhen Jia, Chunjie Luo, Lei Wang, Zhiguo Li, Jianfeng Zhan, Yong Qi, Yongqiang He, Shimin Gong, Xiaona Li, Shujie Zhang, Bizhu Qiu

CoRR, 2013

BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking.

Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan

Proceedings of the Advancing Big Data Benchmarks, 2013

2012

The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems.

Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang

Proceedings of the Specifying Big Data Benchmarks, 2012