JZ

Jianfeng Zhan

0000-0002-3728-6837

cs.PFcs.DCcs.AIcs.LGcs.DBcs.CVcs.CLcs.CYcs.HCstat.ML

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

103 papers in the corpus · 2009–2026

Top-Down Microarchitecture Analysis Without Causal Modelling Is Dangerous!

Chenxi Wang, Lei Wang, Wanling Gao et al.

0 citations

2610.21387v12026arXiv

SmartANN: Object Causal Modeling Boosts Approximate Nearest Neighbor Diagnosis and Auto-Design

Yutong Zhou, Guoxin Kang, Lei Wang et al.

0 citations

2609.08240v12026arXiv

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

GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures

Yikang Yang, Zhengxin Yang, Minghao Luo et al.

0 citations

2602.03257v12026arXiv

Probing Memes in LLMs: A Paradigm for the Entangled Evaluation World

Luzhou Peng, Zhengxin Yang, Honglu Ji et al.

0 citations

2603.04408v12026arXiv

On Meta-Evaluation

Hongxiao Li, Chenxi Wang, Fanda Fan et al.

0 citations

2601.14262v12025arXiv

KAIROS: Unified Training for Universal Non-Autoregressive Time Series Forecasting

Kuiye Ding, Fanda Fan, Zheya Wang et al.

0 citations

2510.02084v22025arXiv

TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding

Kuiye Ding, Fanda Fan, Chunyi Hou et al.

4 citations

2509.19406v52025arXiv

DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework

Kuiye Ding, Fanda Fan, Yao Wang et al.

6 citations

2507.21830v42025arXiv

Quantifying the Dynamics of Harm Caused by Retracted Research

Yunyou Huang, Jiahui Zhao, Dandan Cui et al.

0 citations

2501.00473v22024arXiv

A multimodal dental dataset facilitating machine learning research and clinic services.

Huang, Yunyou, Liu, Wenjing, Yao, Caiqin et al.

17 citations

396044952024Scientific data. 2024;11(1):1291

Achieving Consistent and Comparable CPU Evaluation

Chenxi Wang, Lei Wang, Wanling Gao et al.

2 citations

2411.08494v22024arXiv

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

SAIBench: A Structural Interpretation of AI for Science Through Benchmarks

Yatao Li, Jianfeng Zhan

0 citations

2311.17869v12023arXiv

A Linear Combination-based Method to Construct Proxy Benchmarks for Big Data Workloads

Yikang Yang, Lei Wang, Jianfeng Zhan

1 citation

2309.10281v12023arXiv

Hierarchical Masked 3D Diffusion Model for Video Outpainting

Fanda Fan, Chaoxu Guo, Litong Gong et al.

14 citations

2309.02119v32023arXiv

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

OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis

Yunyou Huang, Xianglong Guan, Xiangjiang Lu et al.

0 citations

2307.00936v12023arXiv

OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis

Yunyou Huang, Xiaoshuang Liang, Xiangjiang Lu et al.

1 citation

2307.00965v12023arXiv

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

NHtapDB: Native HTAP Databases

Guoxin Kang, Lei Wang, Simin Chen et al.

1 citation

2302.09927v12023arXiv

CMLCompiler: A Unified Compiler for Classical Machine Learning

Xu Wen, Wanling Gao, Anzheng Li et al.

0 citations

2301.13441v32023arXiv

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)

SAIBench: Benchmarking AI for Science

Yatao Li, Jianfeng Zhan

7 citations

2206.05418v12022arXiv

A BenchCouncil View on Benchmarking Emerging and Future Computing

Jianfeng Zhan

11 citations

2205.07769v12022arXiv

Three Laws of Technology Rise or Fall

Jianfeng Zhan

10 citations

2204.03241v12022BenchCouncil Transactions on Benchmarks, Standards and Evaluations (TBench), 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

Call for establishing benchmark science and engineering

Jianfeng Zhan

9 citations

2112.09514v32021BenchCouncil Transactions on Benchmarks, Standards and Evaluations (TBench), 2021

OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings

Yunyou Huang, Nana Wang, Suqin Tang et al.

1 citation

2109.04004v12021arXiv

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

FLBench: A Benchmark Suite for Federated Learning

Yuan Liang, Yange Guo, Yanxia Gong et al.

16 citations

2008.07257v32020arXiv

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

Career total: 230 works. 103 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

230

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3,607

citations

32

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