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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.

Shengxin Hong's displayed neighborhood

9 of 9 direct collaborators shown.

View profile
1Distinct papers
9Unique collaborators
9.0Full weighted degree
2026Active span
295Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Shengxin Hong 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. Shengxin Hong Carson Ezell Dan Bateyko E. Guest Gailius Praninskas Kevin Wei Patricia Paskov
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 Shengxin Hong Focal 1 9 9.0 2026
2 Carson Ezell Direct collaborator 1 9 9.0 2026
3 Dan Bateyko Direct collaborator 1 9 9.0 2026
4 E. Guest Direct collaborator 1 9 9.0 2026
5 Gailius Praninskas Direct collaborator 1 9 9.0 2026
6 Kevin Wei Direct collaborator 2 44 45.0 2026
7 Patricia Paskov Direct collaborator 3 229 232.0 2026
8 Umang Bhatt Direct collaborator 1 9 9.0 2026
9 Valerie Chen Direct collaborator 1 9 9.0 2026
10 Xavier Roberts-Gaal Direct collaborator 1 9 9.0 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
Valerie Chen — E. Guest110.111
Valerie Chen — Xavier Roberts-Gaal110.111
Valerie Chen — Dan Bateyko110.111
Valerie Chen — Umang Bhatt110.111
Valerie Chen — Patricia Paskov110.111
Valerie Chen — Kevin Wei110.111
Valerie Chen — Gailius Praninskas110.111
Valerie Chen — Shengxin Hong110.111
Valerie Chen — Carson Ezell110.111
E. Guest — Xavier Roberts-Gaal110.111
E. Guest — Dan Bateyko110.111
E. Guest — Umang Bhatt110.111
E. Guest — Patricia Paskov110.111
E. Guest — Kevin Wei110.111
E. Guest — Gailius Praninskas110.111
E. Guest — Shengxin Hong110.111
E. Guest — Carson Ezell110.111
Xavier Roberts-Gaal — Dan Bateyko110.111
Xavier Roberts-Gaal — Umang Bhatt110.111
Xavier Roberts-Gaal — Patricia Paskov110.111
Xavier Roberts-Gaal — Kevin Wei110.111
Xavier Roberts-Gaal — Gailius Praninskas110.111
Xavier Roberts-Gaal — Shengxin Hong110.111
Xavier Roberts-Gaal — Carson Ezell110.111
Dan Bateyko — Umang Bhatt110.111
Dan Bateyko — Patricia Paskov110.111
Dan Bateyko — Kevin Wei110.111
Dan Bateyko — Gailius Praninskas110.111
Dan Bateyko — Shengxin Hong110.111
Dan Bateyko — Carson Ezell110.111
Umang Bhatt — Patricia Paskov110.111
Umang Bhatt — Kevin Wei110.111
Umang Bhatt — Gailius Praninskas110.111
Umang Bhatt — Shengxin Hong110.111
Umang Bhatt — Carson Ezell110.111
Patricia Paskov — Kevin Wei220.139
Patricia Paskov — Gailius Praninskas110.111
Patricia Paskov — Shengxin Hong110.111
Patricia Paskov — Carson Ezell110.111
Kevin Wei — Gailius Praninskas110.111
Kevin Wei — Shengxin Hong110.111
Kevin Wei — Carson Ezell110.111
Gailius Praninskas — Shengxin Hong110.111
Gailius Praninskas — Carson Ezell110.111
Shengxin Hong — Carson Ezell110.111

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.