🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Yizhou Sun

University of California, Los Angeles

ORCID: 0000-0003-1812-6843

EngineeringComputer Science

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

1.4Author DataRank

Indexed papers

1in 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 1 indexed paper 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.

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2307.10635

Top 15%

1.4DataRank

Top 15%17 citations

Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam +5 more

Papers

Driven by 17 papers — median percentile 85. Top paper: “Finding key players in complex networks through deep reinforcement learning”.

Finding key players in complex networks through deep reinforcement learning

Nature Machine Intelligence(2020)10.1038/s42256-020-0177-2

N/A

9.3DataRank · unranked

413 citations

Li Zeng, Yizhou Sun, Yang-Yu Liu, Changjun Fan

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2307.10635

Top 15%

1.4DataRank

Top 15%17 citations

Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam +5 more

Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539350

N/A

0.434DataRank · unranked

17 citations

Yunsheng Bai, Wei Wang, Yizhou Sun, Roshni G. Iyer

Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference

Proceedings of the AAAI Conference on Artificial Intelligence(2021)10.1609/aaai.v35i16.17721

N/A

0DataRank · unranked

46 citations

Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun +3 more

CREATe: Clinical Report Extraction and Annotation Technology

arXiv (Cornell University)(2021)10.48550/arxiv.2103.00562

N/A

0DataRank · unranked

0 citations

Wei-ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang +4 more

Predicting metabolomic profiles from microbial composition through neural ordinary differential equations

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.06.23.497381

N/A

0DataRank · unranked

4 citations

Xu‐Wen Wang, Kathleen Lee‐Sarwar, Augusto A. Litonjua, Scott T. Weiss, Yizhou Sun +3 more

Predicting metabolomic profiles from microbial composition through neural ordinary differential equations

Nature Machine Intelligence(2023)10.1038/s42256-023-00627-3

N/A

0DataRank · unranked

53 citations

Xu‐Wen Wang, Kathleen Lee‐Sarwar, Augusto A. Litonjua, Scott T. Weiss, Yizhou Sun +3 more

Bio-JOIE

arXiv (Cornell University)(2020)10.1145/3388440.3412477

N/A

0DataRank · unranked

15 citations

Chelsea J.‐T. Ju, Muhao Chen, Yizhou Sun, Carlo Zaniolo, Wei Wang +1 more

Bi-Level Attention Graph Neural Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2304.11533

N/A

0DataRank · unranked

0 citations

Wei Wang, Yizhou Sun, Roshni G. Iyer

Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2410.06366

N/A

0DataRank · unranked

1 citations

Wanjia Zhao, Jingdong Gao, Ziniu Hu, Xiao Luo, Yadi Cao +4 more

Non-Euclidean Mixture Model for Social Network Embedding

arXiv (Cornell University)(2024)10.48550/arxiv.2411.04876

N/A

0DataRank · unranked

1 citations

Yewen Wang, Wei Wang, Yizhou Sun, Roshni G. Iyer

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

(2024)10.1109/bhi62660.2024.10913768

N/A

0DataRank · unranked

0 citations

Yi Yang, Zijie Huang, Xuan Kan, Ying‐Qing Guo, Yang Yang +6 more

Protein Large Language Models: A Comprehensive Survey

(2025)10.18653/v1/2025.findings-emnlp.1255

N/A

0DataRank · unranked

8 citations

Wanjia Zhao, Junkai Zhang, Yiqiao Jin, Han Zhang, Zhicheng Ren +10 more

Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection

arXiv (Cornell University)(2025)10.48550/arxiv.2501.17338

N/A

0DataRank · unranked

0 citations

Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, W. Wang +1 more

How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective

(2025)10.18653/v1/2025.findings-emnlp.145

N/A

0DataRank · unranked

1 citations

Changhu Wang, Yizhou Sun, Wei Wang, Xiao Luo

Coupled Graph ODE for Learning Interacting System Dynamics

(2021)10.1145/3447548.3467385

N/A

0DataRank · unranked

57 citations

Yizhou Sun, Wei Wang, Zijie Huang

Conditional Neural ODE for Longitudinal Parkinson's Disease Progression Forecasting

(2025)10.1109/bibm66473.2025.11356813

N/A

0DataRank · unranked

0 citations

Yuji Zhao, Kaiqiao Han, Xiao Luo, Sanne van Rooij, Jennifer Stevens +6 more