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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.

SunKyoung Kim's displayed neighborhood

7 of 7 direct collaborators shown.

View profile
1Distinct papers
7Unique collaborators
7.0Full weighted degree
2026Active span
8Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for SunKyoung Kim 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. SunKyoung Kim Albert No Heuiyeen Yeen Hyesoo Hong Sangyeon Yoon Wonje Jeung Wooseok Seo
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 SunKyoung Kim Focal 1 7 7.0 2026
2 Albert No Direct collaborator 1 7 7.0 2026
3 Heuiyeen Yeen Direct collaborator 1 7 7.0 2026
4 Hyesoo Hong Direct collaborator 1 7 7.0 2026
5 Sangyeon Yoon Direct collaborator 1 7 7.0 2026
6 Wonje Jeung Direct collaborator 1 7 7.0 2026
7 Wooseok Seo Direct collaborator 1 7 7.0 2026
8 Yongil Kim Direct collaborator 1 7 7.0 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
SunKyoung Kim — Wooseok Seo110.143
SunKyoung Kim — Heuiyeen Yeen110.143
SunKyoung Kim — Albert No110.143
SunKyoung Kim — Yongil Kim110.143
SunKyoung Kim — Hyesoo Hong110.143
SunKyoung Kim — Wonje Jeung110.143
SunKyoung Kim — Sangyeon Yoon110.143
Wooseok Seo — Heuiyeen Yeen110.143
Wooseok Seo — Albert No110.143
Wooseok Seo — Yongil Kim110.143
Wooseok Seo — Hyesoo Hong110.143
Wooseok Seo — Wonje Jeung110.143
Wooseok Seo — Sangyeon Yoon110.143
Heuiyeen Yeen — Albert No110.143
Heuiyeen Yeen — Yongil Kim110.143
Heuiyeen Yeen — Hyesoo Hong110.143
Heuiyeen Yeen — Wonje Jeung110.143
Heuiyeen Yeen — Sangyeon Yoon110.143
Albert No — Yongil Kim110.143
Albert No — Hyesoo Hong110.143
Albert No — Wonje Jeung110.143
Albert No — Sangyeon Yoon110.143
Yongil Kim — Hyesoo Hong110.143
Yongil Kim — Wonje Jeung110.143
Yongil Kim — Sangyeon Yoon110.143
Hyesoo Hong — Wonje Jeung110.143
Hyesoo Hong — Sangyeon Yoon110.143
Wonje Jeung — Sangyeon Yoon110.143

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.