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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.

Xiaoyu Li's displayed neighborhood

5 of 5 direct collaborators shown.

View profile
1Distinct papers
5Unique collaborators
5.0Full weighted degree
2026Active span
6Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Xiaoyu Li 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. Xiaoyu Li Andi Han Dai Shi Jiaojiao Jiang Junbin Gao Zhengguang Gao
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 Xiaoyu Li Focal 1 5 5.0 2026
2 Andi Han Direct collaborator 1 5 5.0 2026
3 Dai Shi Direct collaborator 1 5 5.0 2026
4 Jiaojiao Jiang Direct collaborator 1 5 5.0 2026
5 Junbin Gao Direct collaborator 1 5 5.0 2026
6 Zhengguang Gao Direct collaborator 1 5 5.0 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
Xiaoyu Li — Zhengguang Gao110.2
Xiaoyu Li — Dai Shi110.2
Xiaoyu Li — Jiaojiao Jiang110.2
Xiaoyu Li — Junbin Gao110.2
Xiaoyu Li — Andi Han110.2
Zhengguang Gao — Dai Shi110.2
Zhengguang Gao — Jiaojiao Jiang110.2
Zhengguang Gao — Junbin Gao110.2
Zhengguang Gao — Andi Han110.2
Dai Shi — Jiaojiao Jiang110.2
Dai Shi — Junbin Gao110.2
Dai Shi — Andi Han110.2
Jiaojiao Jiang — Junbin Gao110.2
Jiaojiao Jiang — Andi Han110.2
Junbin Gao — Andi Han110.2

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.