Shuiwang Ji

Also affiliated with Walker (United States), Texas A&M University

Computer ScienceMaterials ScienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.3Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets

Nature Methods(2023)10.1038/s41592-023-01848-5

Top 21%

0.988DataRank

Top 21%55 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

Papers

Driven by 28 papers — median percentile 61. Top paper: “TrustLLM: Trustworthiness in Large Language Models”.

TrustLLM: Trustworthiness in Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2401.05561

N/A

3.5DataRank · unranked

53 citations

Y. Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao +65 more

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets

Nature Methods(2023)10.1038/s41592-023-01848-5

Top 21%

0.988DataRank

Top 21%55 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

BigNeuron : A resource to benchmark and predict best-performing algorithms for automated reconstruction of neuronal morphology

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.10.491406

Top 57%

0.279DataRank

Top 57%4 citations

Zhi Zhou, Hanbo Chen, Arvind Ramanathan, Xiaoxiao Liu, Yufeng Liu +60 more

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

UNC Libraries(2020)10.17615/92z8-9115

N/A

0DataRank · unranked

36 citations

Rongjian Li, Wenlu Zhang, Shuiwang Ji, Dinggang Shen, Weili Lin +2 more

Global Voxel Transformer Networks for Augmented Microscopy

arXiv (Cornell University)(2020)10.48550/arxiv.2008.02340

N/A

0DataRank · unranked

1 citations

Yaochen Xie, Shuiwang Ji, Zhengyang Wang

Global voxel transformer networks for augmented microscopy

Nature Machine Intelligence(2021)10.1038/s42256-020-00283-x

N/A

0DataRank · unranked

48 citations

Yaochen Xie, Shuiwang Ji, Zhengyang Wang

Development of Xanthene‐Based Fluorescent Dyes: Machine Learning‐Assisted Prediction vs. TD‐DFT Prediction and Experimental Validation

Chemistry - Methods(2021)10.1002/cmtd.202000068

N/A

0DataRank · unranked

16 citations

Lei Cai, Wei Chen, Difei Wang, Shi Xu, Limei Wang +4 more

CleftNet: Augmented Deep Learning for Synaptic Cleft Detection From Brain Electron Microscopy

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3089547

N/A

0DataRank · unranked

17 citations

Shuiwang Ji, Yi Liu

Self-Supervised Learning of Graph Neural Networks: A Unified Review

IEEE Transactions on Pattern Analysis and Machine Intelligence(2022)10.1109/tpami.2022.3170559

N/A

0DataRank · unranked

368 citations

Xu Zhao, Jingtun Zhang, Zhengyang Wang, Shuiwang Ji, Yaochen Xie

New phenotype discovery method by unsupervised deep representation learning empowers genetic association studies of brain imaging

medRxiv(2022)10.1101/2022.12.10.22283302

N/A

0DataRank · unranked

10 citations

Ziqian Xie, Hao Yuan, Sheikh Muhammad Saiful Islam, Wanheng Zhang, Assaf Gottlieb +8 more

Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems

arXiv (Cornell University)(2022)10.48550/arxiv.2206.07370

N/A

0DataRank · unranked

3 citations

Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji +1 more

Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction

arXiv (Cornell University)(2023)10.48550/arxiv.2306.10045

N/A

0DataRank · unranked

10 citations

Keqiang Yan, Youzhi Luo, Yi Liu, Xiaoning Qian, Shuiwang Ji +1 more

Graph and Geometry Generative Modeling for Drug Discovery

DSpace@MIT (Massachusetts Institute of Technology)(2023)10.1145/3580305.3599559

N/A

0DataRank · unranked

6 citations

Meng Liu, Wengong Jin, Shuiwang Ji, Jure Leskovec, Stefano Ermon +1 more

Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04922

N/A

0DataRank · unranked

3 citations

Xu Zhao, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji, Haiyang Yu

Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies

PubMed(2023)10.48550/arxiv.2309.15132

N/A

0DataRank · unranked

3 citations

Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji, Yaochen Xie

A Score-Based Model for Learning Neural Wavefunctions

arXiv (Cornell University)(2023)10.48550/arxiv.2305.16540

N/A

0DataRank · unranked

0 citations

Shenglong Xu, Shuiwang Ji, Xuan Zhang

Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging

Communications Biology(2024)10.1038/s42003-024-06096-7

N/A

0DataRank · unranked

39 citations

Ziqian Xie, Hao Yuan, Sheikh Muhammad Saiful Islam, Yaochen Xie, Wei He +10 more

Mining the Metabolic Capacity of Clostridium sporogenes Aided by Machine Learning

Angewandte Chemie International Edition(2024)10.1002/anie.202319925

N/A

0DataRank · unranked

4 citations

Zhao Xu, Joshua Hong, Jeshua Malroy, Liangyu Qian, Shuiwang Ji +2 more

Active Test-Time Adaptation: Theoretical Analyses and An Algorithm

arXiv (Cornell University)(2024)10.48550/arxiv.2404.05094

N/A

0DataRank · unranked

1 citations

Xiner Li, Shuiwang Ji, Shurui Gui

Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency

arXiv (Cornell University)(2024)10.48550/arxiv.2406.07598

N/A

0DataRank · unranked

1 citations

Jacob Helwig, Shurui Gui, Shuiwang Ji, Yuchao Lin

Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models

PubMed(2024)10.48550/arxiv.2408.09730

N/A

0DataRank · unranked

1 citations

Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji, C. D. Fu

Geometry Informed Tokenization of Molecules for Language Model Generation

arXiv (Cornell University)(2024)10.48550/arxiv.2408.10120

N/A

0DataRank · unranked

1 citations

Limei Wang, Youzhi Luo, Carl N. Edwards, Shurui Gui, Yuchao Lin +3 more

Mining the Metabolic Capacity of Clostridium sporogenes Aided by Machine Learning

Angewandte Chemie(2024)10.1002/ange.202319925

N/A

0DataRank · unranked

0 citations

Zhao Xu, Joshua Hong, Jeshua Malroy, Liangyu Qian, Shuiwang Ji +2 more

A Hierarchical Language Model For Interpretable Graph Reasoning

arXiv (Cornell University)(2024)10.48550/arxiv.2410.22372

N/A

0DataRank · unranked

0 citations

Xiner Li, Shurui Gui, Shuiwang Ji, Sambhav Khurana

Equivariant Graph Network Approximations of High-Degree Polynomials for Force Field Prediction

arXiv (Cornell University)(2024)10.48550/arxiv.2411.04219

N/A

0DataRank · unranked

0 citations

Haiyang Yu, Montgomery Bohde, Shuiwang Ji, Zhao Xu

Efficient Prediction of SO(3)-Equivariant Hamiltonian Matrices via SO(2) Local Frames

arXiv (Cornell University)(2025)10.48550/arxiv.2506.09398

N/A

0DataRank · unranked

0 citations

Lin, Yuchao, Xuan Zhang, Xiaofeng Qian, Shuiwang Ji, Haiyang Yu

Dynamic Search for Inference-Time Alignment in Diffusion Models

arXiv (Cornell University)(2025)10.48550/arxiv.2503.02039

N/A

0DataRank · unranked

0 citations

Masatoshi Uehara, Xingyu Su, Gabriele Scalia, Tommaso Biancalani, Prisca Liberali +3 more

Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design

arXiv (Cornell University)(2025)10.48550/arxiv.2502.14944

N/A

0DataRank · unranked

0 citations

Xingyu Su, Yulai Zhao, Xiner Li, Prisca Liberali, Shuiwang Ji +3 more

Shuiwang Ji

Indexed papers

Top data-sharing exemplar

Papers