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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.

Tianqi Liu'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 Tianqi Liu 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. Tianqi Liu Hongcan Guo Jingcheng Ni Shengyu Zhang Tao Xiong Wenkai Wang Xiyun Li
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 Tianqi Liu Focal 1 8 8.0 2026
2 Hongcan Guo Direct collaborator 1 8 8.0 2026
3 Jingcheng Ni Direct collaborator 1 8 8.0 2026
4 Shengyu Zhang Direct collaborator 1 8 8.0 2026
5 Tao Xiong Direct collaborator 1 8 8.0 2026
6 Wenkai Wang Direct collaborator 1 8 8.0 2026
7 Xiyun Li Direct collaborator 1 8 8.0 2026
8 Yunpeng Bao Direct collaborator 1 8 8.0 2026
9 Zilong Huang 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
Xiyun Li — Shengyu Zhang110.125
Xiyun Li — Jingcheng Ni110.125
Xiyun Li — Yunpeng Bao110.125
Xiyun Li — Tianqi Liu110.125
Xiyun Li — Zilong Huang110.125
Xiyun Li — Tao Xiong110.125
Xiyun Li — Hongcan Guo110.125
Xiyun Li — Wenkai Wang110.125
Shengyu Zhang — Jingcheng Ni110.125
Shengyu Zhang — Yunpeng Bao110.125
Shengyu Zhang — Tianqi Liu110.125
Shengyu Zhang — Zilong Huang110.125
Shengyu Zhang — Tao Xiong110.125
Shengyu Zhang — Hongcan Guo110.125
Shengyu Zhang — Wenkai Wang110.125
Jingcheng Ni — Yunpeng Bao110.125
Jingcheng Ni — Tianqi Liu110.125
Jingcheng Ni — Zilong Huang110.125
Jingcheng Ni — Tao Xiong110.125
Jingcheng Ni — Hongcan Guo110.125
Jingcheng Ni — Wenkai Wang110.125
Yunpeng Bao — Tianqi Liu110.125
Yunpeng Bao — Zilong Huang110.125
Yunpeng Bao — Tao Xiong110.125
Yunpeng Bao — Hongcan Guo110.125
Yunpeng Bao — Wenkai Wang110.125
Tianqi Liu — Zilong Huang110.125
Tianqi Liu — Tao Xiong110.125
Tianqi Liu — Hongcan Guo110.125
Tianqi Liu — Wenkai Wang110.125
Zilong Huang — Tao Xiong110.125
Zilong Huang — Hongcan Guo110.125
Zilong Huang — Wenkai Wang110.125
Tao Xiong — Hongcan Guo110.125
Tao Xiong — Wenkai Wang110.125
Hongcan Guo — Wenkai Wang110.125

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.