{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T21:33:22Z","timestamp":1770845602146,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/bibm66473.2025.11356839","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:19:40Z","timestamp":1769721580000},"page":"1813-1818","source":"Crossref","is-referenced-by-count":0,"title":["MetaPrior: Meta-Learning Guided Prior Injection for Few-Shot Antibody Affinity Prediction"],"prefix":"10.1109","author":[{"family":"JiaShu","sequence":"first","affiliation":[{"name":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China"}]},{"given":"Tingyao","family":"Li","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China"}]},{"given":"Zheyuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China"}]},{"given":"Dezhi","family":"Wu","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China"}]},{"given":"Yiming","family":"Qin","sequence":"additional","affiliation":[{"name":"School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University,Beijing,China"}]},{"given":"Yihao","family":"Song","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,Computer Science and Engineering,Shanghai,China"}]},{"given":"Yikai","family":"Wu","sequence":"additional","affiliation":[{"name":"Human Phenome Institute, Fudan University,Shanghai,China"}]},{"given":"Tobias","family":"Pl\u00f6tz","sequence":"additional","affiliation":[{"name":"AI&#x0026;Quantum Lab, Merck KGaA,Darmstadt,Germany"}]},{"given":"Karin","family":"Hrovatin","sequence":"additional","affiliation":[{"name":"Digital Chemistry, Merck KGaA,Darmstadt,Germany"}]},{"given":"Stephanie M","family":"Linker","sequence":"additional","affiliation":[{"name":"Digital Chemistry, Merck KGaA,Darmstadt,Germany"}]},{"given":"Alexander Vincent","family":"Hopp","sequence":"additional","affiliation":[{"name":"AI&#x0026;Quantum Lab, Merck KGaA,Darmstadt,Germany"}]},{"given":"Mathias","family":"Winkel","sequence":"additional","affiliation":[{"name":"AI&#x0026;Quantum Lab, Merck KGaA,Darmstadt,Germany"}]},{"given":"Philipp H. P.","family":"Harbach","sequence":"additional","affiliation":[{"name":"Merck KGaA,Darmstadt,Germany"}]},{"given":"Feng","family":"Tan","sequence":"additional","affiliation":[{"name":"AI&#x0026;Quantum Lab, Merck KGaA,Darmstadt,Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2024.108435"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/abt\/tbab003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-021-01100-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s43588-025-00823-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3659943"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/app14010164"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3271451"},{"key":"ref8","article-title":"Meta-weight-net: Learning an explicit mapping for sample weighting","volume":"32","author":"Shu","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02606"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17319"},{"key":"ref11","first-page":"2023","article-title":"Meta learning improves robustness and performance in machine learning-guided protein engineering","author":"Minot","year":"2023","journal-title":"bioRxiv"},{"key":"ref12","article-title":"Forml: Learning to reweight data for fairness. 2022","volume-title":"URL https:\/\/arxiv. orglabsI2202.01719","author":"Yan","year":"2022"},{"key":"ref13","article-title":"Deciphering antibody affinity maturation with language models and weakly supervised learning","author":"Ruffolo","year":"2021","journal-title":"arXiv preprint arXiv"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1613231114"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1007207"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01779-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1124\/mol.113.089847"},{"key":"ref18","first-page":"2023","article-title":"Unlocking de novo antibody design with generative artificial intelligence","author":"Shanehsazzadeh","year":"2023","journal-title":"BioRxiv"},{"key":"ref19","article-title":"Benchmark for antibody binding affinity maturation and design","author":"Zhao","year":"2025","journal-title":"arXiv preprint arXiv"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.89.22.10915"}],"event":{"name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Wuhan, China","start":{"date-parts":[[2025,12,15]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11355913\/11355975\/11356839.pdf?arnumber=11356839","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:51:11Z","timestamp":1770843071000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11356839\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/bibm66473.2025.11356839","relation":{},"subject":[],"published":{"date-parts":[[2025,12,15]]}}}