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

Xiao Liu

Xiao Liu contributes to research discovery and scholarly infrastructure.

5 nodes10 linksoverview previewXiao Liu
SearchCollections
5 nodes10 links
Xiao Liu5 visible / 5 total nodes / 10 links
Co-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipTopic signalAXiao LiuResearcherWConstrained Extreme Gra...preprint / 2026AKamran PaynabarResearcherAMelika BaghiResearcherTMachine Learning49008 works
PersonSignal 104 links

Xiao Liu

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)