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Paper Citation Record · LEDGER

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning

As of 6 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2604.11272.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.11272 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:01:20.765403Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-08T22:50:34.762837Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-08T22:55:40.223489Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact5
  • verified fuzzy9
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94b296b1-eecc-41ff-852b-7189252030f3 · outbound

This paper cites Massively parallel singlecell b-cell receptor sequencing enables rapid discovery of diverse antigen- reactive antibodies.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Massively parallel singlecell b-cell receptor sequencing enables rapid discovery of diverse antigen- reactive antibodies

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.141840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:1455b4f4e42b51b08726039a640d9424290dd107322f1ab57bacb2f7d16dd159

Observation 7f07dda5-5e1a-42cf-b567-e0fd4d78f3fe · outbound

This paper cites Huang, Y ., Zhang, Z., and Zhou, Y.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Huang, Y ., Zhang, Z., and Zhou, Y

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-10T16:05:34.094634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:a246dfe4f43fca898ba4eb165cca0fd6b4542086b3de50b1afba2e43dea77aa6

Observation 2460c84d-49f5-4c58-9a05-5aaf24800d83 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Semi-Supervised Classification with Graph Convolutional Networks

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-11T09:26:01.863419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:f73de601cf818459c4aee0cde745295bdb03fd4ace742f19348ebad5fa5bf259

Observation 4c9c39e7-b5d0-4897-b977-f0813c825084 · outbound

This paper cites AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody-Antigen Affinity Ranking.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody-Antigen Affinity Ranking

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:26:01.846951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:142e8088e55c13ab8a937906719d1a7f10bab694c355fbc82eef551152f367ce

Observation 007eb5df-1c4c-4ed8-b52e-21cf93482dee · outbound

This paper cites Deciphering antibody affinity maturation with language models and weakly supervised learning.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:26:01.854843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:501c6b15a9bd55c47e2a1e0b9cafd0f32e6ba25192673dbbc1738ce605ca7b98

Observation 8454fe20-ea8d-4417-8a80-4bbe60f58d11 · outbound

This paper cites M., Steiger, A.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning M., Steiger, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.145108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:57a7e4bfebef9a9aaf9509931d12e67cb56e62b8d782c710a24462eb48bc0743

Observation c6900457-a572-45ef-bb16-b16f9e54b254 · outbound

This paper cites J., Li, X., et al.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning J., Li, X., et al

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.147915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:e779adde074d1f4d43cf5512689966b3027497f1bcdecd43a036847d743bc9d1

Observation a20b5ae3-445c-417a-90a6-6cb8212f805d · outbound

This paper cites Contrastive Learning with Negative Sampling Correction.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Contrastive Learning with Negative Sampling Correction

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:26:01.841346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:e3060b49a676ecabf99e475b60f0375ab7a0ebd40ea412f53338a41da1c2a1e1

Observation 3b86839f-a1d2-4690-87bc-291c335d60f9 · outbound

This paper cites A generative foundation model for antibody design.BioRxiv, pp.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning A generative foundation model for antibody design.BioRxiv, pp

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.151114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:60e1d4f4edba9b7a1d8b85ee28db0ae5616be11a049250fff7f4782d6732f53b

Observation 87fbe65f-94a5-47c5-a100-0da9faf86989 · outbound

This paper cites Boltz-1 democratizing biomolecular interaction modeling.BioRxiv, pp.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Boltz-1 democratizing biomolecular interaction modeling.BioRxiv, pp

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.138063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:0e000a675b330a2a8a0618c33f3d39573217ed13a9414e5ba8a21620097e1b13

Observation ab50707d-5575-45f8-b1d1-8178b0996c7a · outbound

This paper cites Details for Data Collection and Analysis A.1.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Details for Data Collection and Analysis A.1

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.127196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:30c69835e42490bdab65c16b1856d5222733a641d10a5ddd432690ee3920532f

Observation 9ca63f52-a4a8-4b2b-861e-8f8d12b3cf49 · outbound

This paper cites GNN Encoders The graph encoders are implemented using the PyTorch Geometric library.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning GNN Encoders The graph encoders are implemented using the PyTorch Geometric library

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.130351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:9ffc555dc99eac6cc49276547a13a423ff2dacc1ce847cd9feb631d3f8f44c4d

Observation e46922d2-764e-4590-a5d9-2ef16996b3b1 · outbound

This paper cites Details for Ranking Module The Ranking Module first projects the input matrix ET ∈R K×2dout to a hidden dimension dr, yielding the initial features Z(0) ∈R K×d r.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Details for Ranking Module The Ranking Module first projects the input matrix ET ∈R K×2dout to a hidden dimension dr, yielding the initial features Z(0) ∈R K×d r

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.133374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:efe44fec398a6f9f6e8b2621f2aa9b9836331f12482a9e7c5d357d7e87f8803f

Observation 13618bcf-6829-4e2d-b040-14b1899a447f · outbound

This paper cites While AbRank (Figure 9 (b)) captures the general ranking trend, this global alignment masks a critical deficiency in practical screening scenarios.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning While AbRank (Figure 9 (b)) captures the general ranking trend, this global alignment masks a critical deficiency in practical screening scenarios

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T17:20:01.155982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:49eff85da64ff51d0027fb0110fc6e3e12a538788aec0227b746c0223af7d867

Pith citing papers

Observation 4409c94f-db99-464e-b979-c4a5fa0c6c43 · inbound

AbICL: In-Context Learning for Antigen-Specific Antibody Affinity Ranking cites this paper.

AbICL: In-Context Learning for Antigen-Specific Antibody Affinity Ranking AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-08T22:55:40.225344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-08T22:50:34.762837Z digest=sha256:8a05e567016b20bc18a24bbf66a979b7f0c1c6b1bd3378640e9a87d6988bf357