Wanling Gao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 66

Top Topics

Benchmark Suite

Bipartite Networks

Top Venues

计算机科学

Publications

Tao Xu, Haoyuan Shi, Wanling Gao, Xiaosong Wang, Zhenyu Yue
Reusability report: Uncovering associations in biomedical bipartite networks via a bilinear attention network with domain adaptation. Nat. Mac. Intell. 6 (4) (2024)
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)
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)
Xu Wen, Wanling Gao, Anzheng Li, Lei Wang, Zihan Jiang, Jianfeng Zhan
CMLCompiler: A Unified Compiler for Classical Machine Learning. 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)
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)
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)
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)
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)
Zihan Jiang, Jiansong Li, Fangxin Liu, Wanling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu, Tao Li
A systematic study on benchmarking AI inference accelerators. CCF Trans. High Perform. Comput. 4 (2) (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)
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)
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)
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)
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)
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)
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)
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)
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)
Lei Wang, Wanling Gao, Kaiyong Yang, Zihan Jiang
BOPS, A New Computation-Centric Metric for Datacenter Computing. Bench (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)
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)
Xingwang Xiong, Lei Wang, Wanling Gao, Rui Ren, Ke Liu, Chen Zheng, Yu Wen, Yi Liang
DCMIX: Generating Mixed Workloads for the Cloud Data Center. Bench (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)
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)
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)
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)
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)
He Zhao, Mei Hong, Qiuhui Yang, Wanling Gao
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). 计算机科学 44 (12) (2017)
Wanling Gao, Mei Hong, Qiuhui Yang, He Zhao
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). 计算机科学 44 (Z6) (2017)
Wanling Gao, Lei Wang, Jianfeng Zhan, Chunjie Luo, Daoyi Zheng, Zhen Jia, Biwei Xie, Chen Zheng, Qiang Yang, Haibin Wang
A Dwarf-based Scalable Big Data Benchmarking Methodology. CoRR (2017)
Zhen Jia, Jianfeng Zhan, Lei Wang, Chunjie Luo, Wanling Gao, Yi Jin, Rui Han, Lixin Zhang
Understanding Big Data Analytics Workloads on Modern Processors. IEEE Trans. Parallel Distributed Syst. 28 (6) (2017)
Xinhui Tian, Shaopeng Dai, Zhihui Du, Wanling Gao, Rui Ren, Yaodong Cheng, Zhifei Zhang, Zhen Jia, Peijian Wang, Jianfeng Zhan
BigDataBench-S: An Open-Source Scientific Big Data Benchmark Suite. IPDPS Workshops (2017)
Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian, Lei Wang
Benchmarking Big Data Systems: State-of-the-Art and Future Directions. CoRR (2015)
Wanling Gao, Chunjie Luo, Jianfeng Zhan, Hainan Ye, Xiwen He, Lei Wang, Yuqing Zhu, Xinhui Tian
Identifying Dwarfs Workloads in Big Data Analytics. CoRR (2015)
Liutao Zhao, Wanling Gao, Yi Jin
Revisiting Benchmarking Principles and Methodologies for Big Data Benchmarking. BPOE (2015)
Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. CoRR (2014)
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
BigDataBench: A big data benchmark suite from internet services. HPCA (2014)
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
BigDataBench: a Big Data Benchmark Suite from Internet Services. CoRR (2014)
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
BigDataBench: a Big Data Benchmark Suite from Web Search Engines. CoRR (2013)
Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. WBDB (2013)
Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. CoRR (2013)
Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. WBDB (2012)