Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2503.03503.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:39:23.267720Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T17:44:57.573287Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 30e470d2-0d57-40cc-880f-95cf780aec94 · inbound
$\text{M}^{2}$LLM: Multi-view Molecular Representation Learning with Large Language Models cites this paper.
$\text{M}^{2}$LLM: Multi-view Molecular Representation Learning with Large Language Models Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:39:23.267720Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bfd533d-17ca-44bc-b7d4-a6ae2cc43346 · inbound
Mol-Debate: Multi-Agent Debate Improves Structural Reasoning in Molecular Design cites this paper.
Mol-Debate: Multi-Agent Debate Improves Structural Reasoning in Molecular Design Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 40
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T00:49:49.017480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2870b536-3454-40f6-a3f5-1d61a3e72148 · inbound
From Single-Step Edit Response to Multi-Step Molecular Optimization cites this paper.
From Single-Step Edit Response to Multi-Step Molecular Optimization Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T03:01:17.784532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 19f3f54e-06e3-46b0-a136-c8061e13c790 · inbound
MolDeTox: Evaluating Language Model's Stepwise Fragment Editing for Molecular Detoxification cites this paper.
MolDeTox: Evaluating Language Model's Stepwise Fragment Editing for Molecular Detoxification Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T05:27:18.729599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation aab2e32b-de8c-42f7-8661-af87884ef334 · inbound
When Molecular Similarity Works: Property Cliffs Reveal Hidden Errors cites this paper.
When Molecular Similarity Works: Property Cliffs Reveal Hidden Errors Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T14:18:21.315842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 96477fac-d7e7-4da9-98b1-92084902cb1d · inbound
UniField: RBF-Guided Electron Density Fusion for Enhanced Molecular Representations cites this paper.
UniField: RBF-Guided Electron Density Fusion for Enhanced Molecular Representations Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:44:57.575383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.