The Commonplace
Home Papers Evidence Explore Trends Syntheses Digests About 🎲 Workforce Futures
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.

Tengfei Lyu's displayed neighborhood

6 of 6 direct collaborators shown.

View profile
1Distinct papers
6Unique collaborators
6.0Full weighted degree
2026Active span
7Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Tengfei Lyu 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. Tengfei Lyu Hao Liu Kaiyang Wan Li Ma Xu Liu Zihao Lu Zirui Yuan
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 Tengfei Lyu Focal 1 6 6.0 2026
2 Hao Liu Direct collaborator 1 6 6.0 2026
3 Kaiyang Wan Direct collaborator 1 6 6.0 2026
4 Li Ma Direct collaborator 1 6 6.0 2026
5 Xu Liu Direct collaborator 1 6 6.0 2026
6 Zihao Lu Direct collaborator 1 6 6.0 2026
7 Zirui Yuan Direct collaborator 1 6 6.0 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
Tengfei Lyu — Zirui Yuan110.167
Tengfei Lyu — Hao Liu110.167
Tengfei Lyu — Kaiyang Wan110.167
Tengfei Lyu — Zihao Lu110.167
Tengfei Lyu — Li Ma110.167
Tengfei Lyu — Xu Liu110.167
Zirui Yuan — Hao Liu110.167
Zirui Yuan — Kaiyang Wan110.167
Zirui Yuan — Zihao Lu110.167
Zirui Yuan — Li Ma110.167
Zirui Yuan — Xu Liu110.167
Hao Liu — Kaiyang Wan110.167
Hao Liu — Zihao Lu110.167
Hao Liu — Li Ma110.167
Hao Liu — Xu Liu110.167
Kaiyang Wan — Zihao Lu110.167
Kaiyang Wan — Li Ma110.167
Kaiyang Wan — Xu Liu110.167
Zihao Lu — Li Ma110.167
Zihao Lu — Xu Liu110.167
Li Ma — Xu Liu110.167

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.