Co-authorship neighborhood
Sadra Sabouri's displayed neighborhood
6 of 6 direct collaborators shown.
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Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Sadra Sabouri | Focal | 1 | 6 | 6.0 | 2026 |
| 2 | Esmeralda Eufracio | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 3 | Run Huang | Direct collaborator | 2 | 6 | 8.0 | 2026 |
| 4 | Souti Chattopadhyay | Direct collaborator | 2 | 6 | 8.0 | 2026 |
| 5 | Sujay Maladi | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 6 | Sumit Gulwani | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 7 | Zeinabsadat Saghi | Direct collaborator | 2 | 6 | 8.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Sujay Maladi — Sadra Sabouri | 1 | 1 | 0.167 |
| Sujay Maladi — Souti Chattopadhyay | 1 | 1 | 0.167 |
| Sujay Maladi — Run Huang | 1 | 1 | 0.167 |
| Sujay Maladi — Esmeralda Eufracio | 1 | 1 | 0.167 |
| Sujay Maladi — Zeinabsadat Saghi | 1 | 1 | 0.167 |
| Sujay Maladi — Sumit Gulwani | 1 | 1 | 0.167 |
| Sadra Sabouri — Souti Chattopadhyay | 1 | 1 | 0.167 |
| Sadra Sabouri — Run Huang | 1 | 1 | 0.167 |
| Sadra Sabouri — Esmeralda Eufracio | 1 | 1 | 0.167 |
| Sadra Sabouri — Zeinabsadat Saghi | 1 | 1 | 0.167 |
| Sadra Sabouri — Sumit Gulwani | 1 | 1 | 0.167 |
| Souti Chattopadhyay — Run Huang | 2 | 2 | 0.667 |
| Souti Chattopadhyay — Esmeralda Eufracio | 1 | 1 | 0.167 |
| Souti Chattopadhyay — Zeinabsadat Saghi | 2 | 2 | 0.667 |
| Souti Chattopadhyay — Sumit Gulwani | 1 | 1 | 0.167 |
| Run Huang — Esmeralda Eufracio | 1 | 1 | 0.167 |
| Run Huang — Zeinabsadat Saghi | 2 | 2 | 0.667 |
| Run Huang — Sumit Gulwani | 1 | 1 | 0.167 |
| Esmeralda Eufracio — Zeinabsadat Saghi | 1 | 1 | 0.167 |
| Esmeralda Eufracio — Sumit Gulwani | 1 | 1 | 0.167 |
| Zeinabsadat Saghi — Sumit Gulwani | 1 | 1 | 0.167 |
Graph construction and limits
Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.
Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.
Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.