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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

John Yang's displayed neighborhood

5 of 5 direct collaborators shown.

View profile
1Distinct papers
5Unique collaborators
5.0Full weighted degree
2026Active span
295Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for John Yang A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. John Yang Diyi Yang Joachim Baumann Sanmi Koyejo Vishakh Padmakumar Xiang Li
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 John Yang Focal 1 5 5.0 2026
2 Diyi Yang Direct collaborator 1 5 5.0 2026
3 Joachim Baumann Direct collaborator 1 5 5.0 2026
4 Sanmi Koyejo Direct collaborator 3 46 46.0 2026
5 Vishakh Padmakumar Direct collaborator 1 5 5.0 2026
6 Xiang Li Direct collaborator 1 5 5.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Vishakh Padmakumar — Diyi Yang110.2
Vishakh Padmakumar — Xiang Li110.2
Vishakh Padmakumar — Sanmi Koyejo110.2
Vishakh Padmakumar — Joachim Baumann110.2
Vishakh Padmakumar — John Yang110.2
Diyi Yang — Xiang Li110.2
Diyi Yang — Sanmi Koyejo110.2
Diyi Yang — Joachim Baumann110.2
Diyi Yang — John Yang110.2
Xiang Li — Sanmi Koyejo110.2
Xiang Li — Joachim Baumann110.2
Xiang Li — John Yang110.2
Sanmi Koyejo — Joachim Baumann110.2
Sanmi Koyejo — John Yang110.2
Joachim Baumann — John Yang110.2

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.