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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.

Lin Zhang'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 Lin Zhang 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. Lin Zhang Lyumanshan Ye Pengfei Liu Tiantian Mi Weixia Xu Yang Nan Yixiu Liu
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 Lin Zhang Focal 1 8 8.0 2026
2 Lyumanshan Ye Direct collaborator 1 8 8.0 2026
3 Pengfei Liu Direct collaborator 1 8 8.0 2026
4 Tiantian Mi Direct collaborator 1 8 8.0 2026
5 Weixia Xu Direct collaborator 1 8 8.0 2026
6 Yang Nan Direct collaborator 1 8 8.0 2026
7 Yixiu Liu Direct collaborator 1 8 8.0 2026
8 Yu Qiao Direct collaborator 1 8 8.0 2026
9 Zhimeng Zhou 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
Pengfei Liu — Weixia Xu110.125
Pengfei Liu — Lyumanshan Ye110.125
Pengfei Liu — Yu Qiao110.125
Pengfei Liu — Yang Nan110.125
Pengfei Liu — Zhimeng Zhou110.125
Pengfei Liu — Tiantian Mi110.125
Pengfei Liu — Yixiu Liu110.125
Pengfei Liu — Lin Zhang110.125
Weixia Xu — Lyumanshan Ye110.125
Weixia Xu — Yu Qiao110.125
Weixia Xu — Yang Nan110.125
Weixia Xu — Zhimeng Zhou110.125
Weixia Xu — Tiantian Mi110.125
Weixia Xu — Yixiu Liu110.125
Weixia Xu — Lin Zhang110.125
Lyumanshan Ye — Yu Qiao110.125
Lyumanshan Ye — Yang Nan110.125
Lyumanshan Ye — Zhimeng Zhou110.125
Lyumanshan Ye — Tiantian Mi110.125
Lyumanshan Ye — Yixiu Liu110.125
Lyumanshan Ye — Lin Zhang110.125
Yu Qiao — Yang Nan110.125
Yu Qiao — Zhimeng Zhou110.125
Yu Qiao — Tiantian Mi110.125
Yu Qiao — Yixiu Liu110.125
Yu Qiao — Lin Zhang110.125
Yang Nan — Zhimeng Zhou110.125
Yang Nan — Tiantian Mi110.125
Yang Nan — Yixiu Liu110.125
Yang Nan — Lin Zhang110.125
Zhimeng Zhou — Tiantian Mi110.125
Zhimeng Zhou — Yixiu Liu110.125
Zhimeng Zhou — Lin Zhang110.125
Tiantian Mi — Yixiu Liu110.125
Tiantian Mi — Lin Zhang110.125
Yixiu Liu — Lin Zhang110.125

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.