Co-authorship neighborhood
Aiman Imran's displayed neighborhood
8 of 8 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 | Aiman Imran | Focal | 1 | 8 | 8.0 | 2026 |
| 2 | Alice Cai | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 3 | Alok Prakash | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 4 | Iman YeckehZaare | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 5 | Robert Laubacher | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 6 | Shuo Sun | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 7 | Thomas W. Malone | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 8 | V. Charisi | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 9 | Xinru Wang | Direct collaborator | 1 | 8 | 8.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Xinru Wang — Alice Cai | 1 | 1 | 0.125 |
| Xinru Wang — Shuo Sun | 1 | 1 | 0.125 |
| Xinru Wang — Alok Prakash | 1 | 1 | 0.125 |
| Xinru Wang — Iman YeckehZaare | 1 | 1 | 0.125 |
| Xinru Wang — Thomas W. Malone | 1 | 1 | 0.125 |
| Xinru Wang — V. Charisi | 1 | 1 | 0.125 |
| Xinru Wang — Robert Laubacher | 1 | 1 | 0.125 |
| Xinru Wang — Aiman Imran | 1 | 1 | 0.125 |
| Alice Cai — Shuo Sun | 1 | 1 | 0.125 |
| Alice Cai — Alok Prakash | 1 | 1 | 0.125 |
| Alice Cai — Iman YeckehZaare | 1 | 1 | 0.125 |
| Alice Cai — Thomas W. Malone | 1 | 1 | 0.125 |
| Alice Cai — V. Charisi | 1 | 1 | 0.125 |
| Alice Cai — Robert Laubacher | 1 | 1 | 0.125 |
| Alice Cai — Aiman Imran | 1 | 1 | 0.125 |
| Shuo Sun — Alok Prakash | 1 | 1 | 0.125 |
| Shuo Sun — Iman YeckehZaare | 1 | 1 | 0.125 |
| Shuo Sun — Thomas W. Malone | 1 | 1 | 0.125 |
| Shuo Sun — V. Charisi | 1 | 1 | 0.125 |
| Shuo Sun — Robert Laubacher | 1 | 1 | 0.125 |
| Shuo Sun — Aiman Imran | 1 | 1 | 0.125 |
| Alok Prakash — Iman YeckehZaare | 1 | 1 | 0.125 |
| Alok Prakash — Thomas W. Malone | 1 | 1 | 0.125 |
| Alok Prakash — V. Charisi | 1 | 1 | 0.125 |
| Alok Prakash — Robert Laubacher | 1 | 1 | 0.125 |
| Alok Prakash — Aiman Imran | 1 | 1 | 0.125 |
| Iman YeckehZaare — Thomas W. Malone | 1 | 1 | 0.125 |
| Iman YeckehZaare — V. Charisi | 1 | 1 | 0.125 |
| Iman YeckehZaare — Robert Laubacher | 1 | 1 | 0.125 |
| Iman YeckehZaare — Aiman Imran | 1 | 1 | 0.125 |
| Thomas W. Malone — V. Charisi | 1 | 1 | 0.125 |
| Thomas W. Malone — Robert Laubacher | 1 | 1 | 0.125 |
| Thomas W. Malone — Aiman Imran | 1 | 1 | 0.125 |
| V. Charisi — Robert Laubacher | 1 | 1 | 0.125 |
| V. Charisi — Aiman Imran | 1 | 1 | 0.125 |
| Robert Laubacher — Aiman Imran | 1 | 1 | 0.125 |
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.