Co-authorship neighborhood
Yao Lyu's displayed neighborhood
5 of 5 direct collaborators shown.
Scroll the diagram horizontally to inspect every displayed node.
Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Yao Lyu | Focal | 1 | 5 | 5.0 | 2026 |
| 2 | Bumjin Kim | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 3 | He Zhang | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 4 | Jie Cai | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 5 | Na Li | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 6 | Shuo Niu | Direct collaborator | 1 | 5 | 5.0 | 2026 |
Displayed collaboration table
Scroll the table horizontally to see every column.
| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Yao Lyu — Bumjin Kim | 1 | 1 | 0.2 |
| Yao Lyu — Shuo Niu | 1 | 1 | 0.2 |
| Yao Lyu — He Zhang | 1 | 1 | 0.2 |
| Yao Lyu — Jie Cai | 1 | 1 | 0.2 |
| Yao Lyu — Na Li | 1 | 1 | 0.2 |
| Bumjin Kim — Shuo Niu | 1 | 1 | 0.2 |
| Bumjin Kim — He Zhang | 1 | 1 | 0.2 |
| Bumjin Kim — Jie Cai | 1 | 1 | 0.2 |
| Bumjin Kim — Na Li | 1 | 1 | 0.2 |
| Shuo Niu — He Zhang | 1 | 1 | 0.2 |
| Shuo Niu — Jie Cai | 1 | 1 | 0.2 |
| Shuo Niu — Na Li | 1 | 1 | 0.2 |
| He Zhang — Jie Cai | 1 | 1 | 0.2 |
| He Zhang — Na Li | 1 | 1 | 0.2 |
| Jie Cai — Na Li | 1 | 1 | 0.2 |
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.