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

Sepanta Zeighami

University of California, Berkeley

ORCID: 0000-0002-9789-7197
Computer ScienceDecision SciencesSocial Sciences

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 5%percentile
0.533Author 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 →

Top data-sharing exemplar

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

A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy

Proceedings of the ACM on Management of Data(2023)10.1145/3588701
Top 36%
0.533DataRank
Top 36%13 citations

Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi, Ritesh Ahuja

Papers

Driven by 7 papers — median percentile 64. Top paper: “A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy”.

A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy

Proceedings of the ACM on Management of Data(2023)10.1145/3588701
Top 36%
0.533DataRank
Top 36%13 citations

Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi, Ritesh Ahuja

NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks

Proceedings of the ACM on Management of Data(2023)10.1145/3588954
N/A
0DataRank · unranked
9 citations

Cyrus Shahabi, Vatsal Sharan, Sepanta Zeighami

A Neural Database for Answering Aggregate Queries on Incomplete Relational Data

IEEE Transactions on Knowledge and Data Engineering(2023)10.1109/tkde.2023.3310914
N/A
0DataRank · unranked
5 citations

Raghav Seshadri, Cyrus Shahabi, Sepanta Zeighami

On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing

arXiv (Cornell University)(2023)10.48550/arxiv.2306.10651
N/A
0DataRank · unranked
2 citations

Cyrus Shahabi, Sepanta Zeighami

BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data

PubMed(2024)10.1109/mdm61037.2024.00022
N/A
0DataRank · unranked
0 citations

Cyrus Shahabi, Sepanta Zeighami

Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability

PubMed(2024)10.48550/arxiv.2411.06241
N/A
0DataRank · unranked
0 citations

Cyrus Shahabi, Sepanta Zeighami

Towards Establishing Guaranteed Error for Learned Database Operations

arXiv (Cornell University)(2024)10.48550/arxiv.2411.06243
N/A
0DataRank · unranked
0 citations

Cyrus Shahabi, Sepanta Zeighami