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.

K. Lin's displayed neighborhood

20 of 32 direct collaborators shown. The display is truncated at the selected neighbor limit; full focal metrics below use all collaborators in scope.

View profile
3Distinct papers
32Unique collaborators
32.0Full weighted degree
2026Active span
33Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for K. Lin 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. K. Lin Aarash Feizi Benoit R. Cottereau Jaegwan Cho Jaesang Yu Jiacheng Liu Juho Kim
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 K. Lin Focal 3 32 32.0 2026
2 Aarash Feizi Direct collaborator 1 7 7.0 2026
3 Benoit R. Cottereau Direct collaborator 1 19 19.0 2026
4 Jaegwan Cho Direct collaborator 1 6 6.0 2026
5 Jaesang Yu Direct collaborator 1 6 6.0 2026
6 Jiacheng Liu Direct collaborator 1 19 19.0 2026
7 Juho Kim Direct collaborator 1 6 6.0 2026
8 Kaixin Li Direct collaborator 1 7 7.0 2026
9 Lai Xing Ng Direct collaborator 1 19 19.0 2026
10 Leigang Qu Direct collaborator 1 19 19.0 2026
11 Linfeng Li Direct collaborator 1 19 19.0 2026
12 Lingdong Kong Direct collaborator 1 19 19.0 2026
13 Patrice Bechard Direct collaborator 1 7 7.0 2026
14 Qingan Wu Direct collaborator 1 19 19.0 2026
15 Rong Li Direct collaborator 1 19 19.0 2026
16 Saelyne Yang Direct collaborator 1 6 6.0 2026
17 Sai Rajeswar Direct collaborator 1 7 7.0 2026
18 Shaoyuan Xie Direct collaborator 1 19 19.0 2026
19 Shijie Li Direct collaborator 1 19 19.0 2026
20 Shravan Nayak Direct collaborator 1 7 7.0 2026
21 Song Wang Direct collaborator 1 19 19.0 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
Lai Xing Ng — Leigang Qu110.053
Lai Xing Ng — Song Wang110.053
Lai Xing Ng — Shaoyuan Xie110.053
Lai Xing Ng — Qingan Wu110.053
Lai Xing Ng — Rong Li110.053
Lai Xing Ng — Linfeng Li110.053
Lai Xing Ng — Benoit R. Cottereau110.053
Lai Xing Ng — K. Lin110.053
Lai Xing Ng — Jiacheng Liu110.053
Lai Xing Ng — Shijie Li110.053
Lai Xing Ng — Lingdong Kong110.053
Leigang Qu — Song Wang110.053
Leigang Qu — Shaoyuan Xie110.053
Leigang Qu — Qingan Wu110.053
Leigang Qu — Rong Li110.053
Leigang Qu — Linfeng Li110.053
Leigang Qu — Benoit R. Cottereau110.053
Leigang Qu — K. Lin110.053
Leigang Qu — Jiacheng Liu110.053
Leigang Qu — Shijie Li110.053
Leigang Qu — Lingdong Kong110.053
Song Wang — Shaoyuan Xie110.053
Song Wang — Qingan Wu110.053
Song Wang — Rong Li110.053
Song Wang — Linfeng Li110.053
Song Wang — Benoit R. Cottereau110.053
Song Wang — K. Lin110.053
Song Wang — Jiacheng Liu110.053
Song Wang — Shijie Li110.053
Song Wang — Lingdong Kong110.053
Saelyne Yang — Juho Kim110.167
Saelyne Yang — Jaesang Yu110.167
Saelyne Yang — K. Lin110.167
Saelyne Yang — Jaegwan Cho110.167
Shravan Nayak — K. Lin110.143
Shravan Nayak — Sai Rajeswar110.143
Shravan Nayak — Patrice Bechard110.143
Shravan Nayak — Aarash Feizi110.143
Shravan Nayak — Kaixin Li110.143
Shaoyuan Xie — Qingan Wu110.053
Shaoyuan Xie — Rong Li110.053
Shaoyuan Xie — Linfeng Li110.053
Shaoyuan Xie — Benoit R. Cottereau110.053
Shaoyuan Xie — K. Lin110.053
Shaoyuan Xie — Jiacheng Liu110.053
Shaoyuan Xie — Shijie Li110.053
Shaoyuan Xie — Lingdong Kong110.053
Qingan Wu — Rong Li110.053
Qingan Wu — Linfeng Li110.053
Qingan Wu — Benoit R. Cottereau110.053
Qingan Wu — K. Lin110.053
Qingan Wu — Jiacheng Liu110.053
Qingan Wu — Shijie Li110.053
Qingan Wu — Lingdong Kong110.053
Rong Li — Linfeng Li110.053
Rong Li — Benoit R. Cottereau110.053
Rong Li — K. Lin110.053
Rong Li — Jiacheng Liu110.053
Rong Li — Shijie Li110.053
Rong Li — Lingdong Kong110.053
Juho Kim — Jaesang Yu110.167
Juho Kim — K. Lin110.167
Juho Kim — Jaegwan Cho110.167
Linfeng Li — Benoit R. Cottereau110.053
Linfeng Li — K. Lin110.053
Linfeng Li — Jiacheng Liu110.053
Linfeng Li — Shijie Li110.053
Linfeng Li — Lingdong Kong110.053
Benoit R. Cottereau — K. Lin110.053
Benoit R. Cottereau — Jiacheng Liu110.053
Benoit R. Cottereau — Shijie Li110.053
Benoit R. Cottereau — Lingdong Kong110.053
Jaesang Yu — K. Lin110.167
Jaesang Yu — Jaegwan Cho110.167
K. Lin — Sai Rajeswar110.143
K. Lin — Patrice Bechard110.143
K. Lin — Jiacheng Liu110.053
K. Lin — Jaegwan Cho110.167
K. Lin — Shijie Li110.053
K. Lin — Aarash Feizi110.143
K. Lin — Kaixin Li110.143
K. Lin — Lingdong Kong110.053
Sai Rajeswar — Patrice Bechard110.143
Sai Rajeswar — Aarash Feizi110.143
Sai Rajeswar — Kaixin Li110.143
Patrice Bechard — Aarash Feizi110.143
Patrice Bechard — Kaixin Li110.143
Jiacheng Liu — Shijie Li110.053
Jiacheng Liu — Lingdong Kong110.053
Shijie Li — Lingdong Kong110.053
Aarash Feizi — Kaixin Li110.143

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.