BZPEERReading, trust and collaboration for research
Menu

Discover

GraphFollow connections around a paper, topic or saved view.

Workspaces

HomePick up where your research flow left off.InboxHandle requests, replies and notifications from one place.CollectionsCurate reading lists, evidence sets and shareable dossiers.ResearchSee your private provenance graph, trail and imports.CollaborationMove from discovery into focused discussion rooms.PublishDraft, preview and publish full-text research articles.

Network

ExpertsFind specialists worth following or asking for help.CommunitiesJoin research circles organized around shared work.PartnersSee external organizations active around the same topics.

Opportunities

ListingsBrowse roles, calls and collaborations with clearer fit signals.

Account

Log inReturn to your reading and collaboration workspace.Create accountStart saving work, following people and joining teams.
Log inCreate account

Graph explorer

Zefan Cai

Zefan Cai contributes to research discovery and scholarly infrastructure.

6 nodes15 linksoverview previewZefan Cai
SearchCollections
6 nodes15 links
Zefan Cai6 visible / 6 total nodes / 15 links
Related contextCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipTopic signalTopic signalAZefan CaiResearcherWDelta Attention Residualspreprint / 2026ACheng LuoResearcherAJunjie HuResearcherTMachine Learning49008 worksTComputer Vision30606 works
PersonSignal 105 links

Zefan Cai

Researcher

Open

Personal maps

Sign in to save graph views

Saved views keep the query, focus and filters attached to this map.

Sign in

Public snapshots

1 shared view(s)