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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.

Jihyung Kil's displayed neighborhood

8 of 8 direct collaborators shown.

View profile
1Distinct papers
8Unique collaborators
8.0Full weighted degree
2026Active span
9Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Jihyung Kil 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. Jihyung Kil Franck Dernoncourt Gang Wu Hao Tan Ruiyi Zhang Ryan A. Rossi Shijie Zhou
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 Jihyung Kil Focal 1 8 8.0 2026
2 Franck Dernoncourt Direct collaborator 1 8 8.0 2026
3 Gang Wu Direct collaborator 1 8 8.0 2026
4 Hao Tan Direct collaborator 1 8 8.0 2026
5 Ruiyi Zhang Direct collaborator 1 8 8.0 2026
6 Ryan A. Rossi Direct collaborator 1 8 8.0 2026
7 Shijie Zhou Direct collaborator 1 8 8.0 2026
8 Yongyuan Liang Direct collaborator 1 8 8.0 2026
9 Yuxuan Gu Direct collaborator 1 8 8.0 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
Shijie Zhou — Jihyung Kil110.125
Shijie Zhou — Ruiyi Zhang110.125
Shijie Zhou — Gang Wu110.125
Shijie Zhou — Ryan A. Rossi110.125
Shijie Zhou — Hao Tan110.125
Shijie Zhou — Yuxuan Gu110.125
Shijie Zhou — Franck Dernoncourt110.125
Shijie Zhou — Yongyuan Liang110.125
Jihyung Kil — Ruiyi Zhang110.125
Jihyung Kil — Gang Wu110.125
Jihyung Kil — Ryan A. Rossi110.125
Jihyung Kil — Hao Tan110.125
Jihyung Kil — Yuxuan Gu110.125
Jihyung Kil — Franck Dernoncourt110.125
Jihyung Kil — Yongyuan Liang110.125
Ruiyi Zhang — Gang Wu110.125
Ruiyi Zhang — Ryan A. Rossi110.125
Ruiyi Zhang — Hao Tan110.125
Ruiyi Zhang — Yuxuan Gu110.125
Ruiyi Zhang — Franck Dernoncourt110.125
Ruiyi Zhang — Yongyuan Liang110.125
Gang Wu — Ryan A. Rossi110.125
Gang Wu — Hao Tan110.125
Gang Wu — Yuxuan Gu110.125
Gang Wu — Franck Dernoncourt110.125
Gang Wu — Yongyuan Liang110.125
Ryan A. Rossi — Hao Tan110.125
Ryan A. Rossi — Yuxuan Gu110.125
Ryan A. Rossi — Franck Dernoncourt110.125
Ryan A. Rossi — Yongyuan Liang110.125
Hao Tan — Yuxuan Gu110.125
Hao Tan — Franck Dernoncourt110.125
Hao Tan — Yongyuan Liang110.125
Yuxuan Gu — Franck Dernoncourt110.125
Yuxuan Gu — Yongyuan Liang110.125
Franck Dernoncourt — Yongyuan Liang110.125

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.