WG

Wanling Gao

0000-0002-3911-9389

cs.PFcs.AIcs.LGcs.DCcs.CVcs.DBcs.CLcs.CYcs.HCcs.SE

On Valency

published · living versions

VecDBLens: An Evaluatology-Based Framework for Vector Database Diagnosis

with Yutong Zhou, Guoxin Kang, Wenxin Zhou, Haoyu He +4

1 version

W_f6jxxpzdv1 · current

Preprints & journals

50 papers in the corpus · 2013–2026

When AI Designs AI: Innovation or Imitation?

Yikang Yang, Zhengxin Yang, Luzhou Peng et al.

0 citations

2608.17471v12026arXiv

CombinationTS: A Modular Framework for Understanding Time-Series Forecasting Models

Xiaorui Wang, Fanda Fan, Chenxi Wang et al.

0 citations

2605.01231v12026arXiv

Quantifying the Dynamics of Harm Caused by Retracted Research

Yunyou Huang, Jiahui Zhao, Dandan Cui et al.

0 citations

2501.00473v22024arXiv

Achieving Consistent and Comparable CPU Evaluation

Chenxi Wang, Lei Wang, Wanling Gao et al.

2 citations

2411.08494v22024arXiv

TeaTFactor: A Prediction Tool for Tea Plant Transcription Factors Based on BERT.

Tang, Qinan, Xiang, Ying, Gao, Wanling et al.

0 citations

391508042025IEEE/ACM transactions on computational biology and bioinformatics. 2024;21(6):2123-2132

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 et al.

1 citation

2408.12158v12024arXiv

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

Wanling Gao, Yunyou Huang, Dandan Cui et al.

0 citations

2407.08554v22024arXiv

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

Zhengxin Yang, Wanling Gao, Luzhou Peng et al.

0 citations

2406.15132v12024arXiv

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

Wanling Gao, Yuan Liu, Zhuoming Yu et al.

1 citation

2406.07362v32024arXiv

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

Xu Wen, Wanling Gao, Lei Wang et al.

0 citations

2405.12491v12024arXiv

Evaluatology: The Science and Engineering of Evaluation

Jianfeng Zhan, Lei Wang, Wanling Gao et al.

18 citations

2404.00021v12024arXiv

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

Fanda Fan, Chunjie Luo, Wanling Gao et al.

20 citations

2401.01651v32024arXiv

AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models

Fei Tang, Wanling Gao, Luzhou Peng et al.

2 citations

2309.06495v12023arXiv

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 et al.

0 citations

2308.05999v12023arXiv

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

Hongxiao Li, Wanling Gao, Lei Wang et al.

0 citations

2307.08315v12023arXiv

WPC: Whole-picture Workload Characterization

Lei Wang, Kaiyong Yang, Chenxi Wang et al.

1 citation

2302.12954v12023arXiv

DCNetBench: Scaleable Data Center Network Benchmarking

Ke Liu, Wanling Gao, Chunjie Luo et al.

1 citation

2302.11866v12023arXiv

CMLCompiler: A Unified Compiler for Classical Machine Learning

Xu Wen, Wanling Gao, Anzheng Li et al.

0 citations

2301.13441v32023arXiv

Quality at the Tail of Machine Learning Inference

Zhengxin Yang, Wanling Gao, Chunjie Luo et al.

0 citations

2212.13925v32022arXiv

ToL: A Tensor of List-Based Unified Computation Model

Hongxiao Li, Wanling Gao, Lei Wang et al.

0 citations

2212.10740v12022arXiv

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

Wanling Gao, Lei Wang, Mingyu Chen et al.

4 citations

2212.00721v12022BenchCouncil Transactions on Benchmarks, Standards and Evaluations (2022)

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

Guoxin Kang, Lei Wang, Wanling Gao et al.

12 citations

2203.16095v22022arXiv

Shift-and-Balance Attention

Chunjie Luo, Jianfeng Zhan, Tianshu Hao et al.

0 citations

2103.13080v12021arXiv

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking

Zihan Jiang, Wanling Gao, Fei Tang et al.

3 citations

2102.12848v12021arXiv

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

Zihan Jiang, Lei Wang, Xingwang Xiong et al.

12 citations

2007.00279v12020arXiv

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

Chunjie Luo, Jianfeng Zhan, Lei Wang et al.

2 citations

2005.06828v12020arXiv

Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices

Chunjie Luo, Xiwen He, Jianfeng Zhan et al.

42 citations

2005.05085v12020arXiv

AIBench Scenario: Scenario-distilling AI Benchmarking

Wanling Gao, Fei Tang, Jianfeng Zhan et al.

18 citations

2005.03459v42020arXiv

AIBench Training: Balanced Industry-Standard AI Training Benchmarking

Fei Tang, Wanling Gao, Jianfeng Zhan et al.

37 citations

2004.14690v42020arXiv

Extended Batch Normalization

Chunjie Luo, Jianfeng Zhan, Lei Wang et al.

11 citations

2003.05569v12020arXiv

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

Wanling Gao, Fei Tang, Jianfeng Zhan et al.

1 citation

2002.07162v12020arXiv

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

Tianshu Hao, Jianfeng Zhan, Kai Hwang et al.

3 citations

2002.03493v12020arXiv

BenchCouncil's View on Benchmarking AI and Other Emerging Workloads

Jianfeng Zhan, Lei Wang, Wanling Gao et al.

7 citations

1912.00572v22019arXiv

AIBench: An Industry Standard Internet Service AI Benchmark Suite

Wanling Gao, Fei Tang, Lei Wang et al.

29 citations

1908.08998v22019arXiv

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

Tianshu Hao, Yunyou Huang, Xu Wen et al.

77 citations

1908.01924v12019arXiv

LoadCNN: A Low Training Cost Deep Learning Model for Day-Ahead Individual Residential Load Forecasting

Yunyou Huang, Nana Wang, Wanling Gao et al.

4 citations

1908.00298v32019arXiv

HPC AI500: A Benchmark Suite for HPC AI Systems

Zihan Jiang, Wanling Gao, Lei Wang et al.

44 citations

1908.02607v32019arXiv

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

Zhifei Zhang, Wanling Gao, Fan Zhang et al.

4 citations

1901.00642v12019arXiv

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

Wanling Gao, Jianfeng Zhan, Lei Wang et al.

17 citations

1810.09376v12018arXiv

Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads

Wanling Gao, Jianfeng Zhan, Lei Wang et al.

7 citations

1808.08512v12018arXiv

BigDataBench: A Scalable and Unified Big Data and AI Benchmark Suite

Wanling Gao, Jianfeng Zhan, Lei Wang et al.

28 citations

1802.08254v22018arXiv

Data Dwarfs: A Lens Towards Fully Understanding Big Data and AI Workloads

Wanling Gao, Jianfeng Zhan, Lei Wang et al.

1 citation

1802.00699v22018arXiv

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

Lei Wang, Jianfeng Zhan, Wanling Gao et al.

5 citations

1801.09212v42018arXiv

A Dwarf-based Scalable Big Data Benchmarking Methodology

Wanling Gao, Lei Wang, Jianfeng Zhan et al.

2 citations

1711.03229v12017arXiv

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

Rui Han, Zhen Jia, Wanling Gao et al.

7 citations

1506.01494v12015arXiv

Identifying Dwarfs Workloads in Big Data Analytics

Wanling Gao, Chunjie Luo, Jianfeng Zhan et al.

4 citations

1505.06872v12015arXiv

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

Zijian Ming, Chunjie Luo, Wanling Gao et al.

99 citations

1401.5465v32014arXiv

BigDataBench: a Big Data Benchmark Suite from Internet Services

Lei Wang, Jianfeng Zhan, Chunjie Luo et al.

561 citations

1401.1406v22014arXiv

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

Zhen Jia, Runlin Zhou, Chunge Zhu et al.

17 citations

1307.7943v12013arXiv

BigDataBench: a Big Data Benchmark Suite from Web Search Engines

Wanling Gao, Yuqing Zhu, Zhen Jia et al.

47 citations

1307.0320v12013arXiv

Career total: 94 works. 50 are in this corpus.

Profile built from the corpus for this byline.

94

works

1,426

citations

18

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