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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.

Peiyu Zhang's displayed neighborhood

8 of 8 direct collaborators shown.

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

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Peiyu 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. Peiyu Zhang Guangxu Sun Jian Ma Lingyu Li Mingjun Yang Shuhao Wen Weidong 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 Peiyu Zhang Focal 1 8 8.0 Unavailable
2 Guangxu Sun Direct collaborator 1 8 8.0 Unavailable
3 Jian Ma Direct collaborator 1 8 8.0 Unavailable
4 Lingyu Li Direct collaborator 1 8 8.0 Unavailable
5 Mingjun Yang Direct collaborator 1 8 8.0 Unavailable
6 Shuhao Wen Direct collaborator 1 8 8.0 Unavailable
7 Weidong Liu Direct collaborator 1 8 8.0 Unavailable
8 Xuekun Shi Direct collaborator 1 8 8.0 Unavailable
9 Yang Liu Direct collaborator 1 8 8.0 Unavailable

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
Shuhao Wen — Xuekun Shi110.125
Shuhao Wen — Guangxu Sun110.125
Shuhao Wen — Peiyu Zhang110.125
Shuhao Wen — Lingyu Li110.125
Shuhao Wen — Weidong Liu110.125
Shuhao Wen — Jian Ma110.125
Shuhao Wen — Yang Liu110.125
Shuhao Wen — Mingjun Yang110.125
Xuekun Shi — Guangxu Sun110.125
Xuekun Shi — Peiyu Zhang110.125
Xuekun Shi — Lingyu Li110.125
Xuekun Shi — Weidong Liu110.125
Xuekun Shi — Jian Ma110.125
Xuekun Shi — Yang Liu110.125
Xuekun Shi — Mingjun Yang110.125
Guangxu Sun — Peiyu Zhang110.125
Guangxu Sun — Lingyu Li110.125
Guangxu Sun — Weidong Liu110.125
Guangxu Sun — Jian Ma110.125
Guangxu Sun — Yang Liu110.125
Guangxu Sun — Mingjun Yang110.125
Peiyu Zhang — Lingyu Li110.125
Peiyu Zhang — Weidong Liu110.125
Peiyu Zhang — Jian Ma110.125
Peiyu Zhang — Yang Liu110.125
Peiyu Zhang — Mingjun Yang110.125
Lingyu Li — Weidong Liu110.125
Lingyu Li — Jian Ma110.125
Lingyu Li — Yang Liu110.125
Lingyu Li — Mingjun Yang110.125
Weidong Liu — Jian Ma110.125
Weidong Liu — Yang Liu110.125
Weidong Liu — Mingjun Yang110.125
Jian Ma — Yang Liu110.125
Jian Ma — Mingjun Yang110.125
Yang Liu — Mingjun Yang110.125

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.