{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T22:45:45Z","timestamp":1768517145715,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,14]],"date-time":"2025-12-14T00:00:00Z","timestamp":1765670400000},"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":[[2025,12,14]]},"DOI":"10.1109\/icpads67057.2025.11322877","type":"proceedings-article","created":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:36:54Z","timestamp":1768423014000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["NIKI: Neighbor Interfering Knowledge Injection for Large Language Models"],"prefix":"10.1109","author":[{"given":"Guiyang","family":"Ji","sequence":"first","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University,Shenyang,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuchen","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University,Shenyang,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peiyan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University,Shenyang,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danqingxin","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University,Shenyang,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxun","family":"Xia","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University,Shenyang,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Adapting large language models via reading comprehension","volume-title":"The Twelfth International Conference on Learning Representations, ICLR 2024","author":"Cheng","year":"2024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1609\/aaaiss.v3i1.31186"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10448015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.677"},{"key":"ref5","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref6","first-page":"6042","article-title":"Unbounded cache model for online language modeling with open vocabulary","volume-title":"Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017","author":"Grave","year":"2017"},{"key":"ref7","article-title":"Lora: Low-rank adaptation of large language models","volume-title":"The Tenth International Conference on Learning Representations, ICLR 2022","author":"Hu","year":"2022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-long.389"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3571730"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2921572"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/tbdata.2019.2921572"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1330"},{"key":"ref13","article-title":"Generalization through memorization: Nearest neighbor language models","volume-title":"8th International Conference on Learning Representations, ICLR 2020","author":"Khandelwal","year":"2020"},{"key":"ref14","article-title":"Knowledge injection via prompt distillation","author":"Kujanp\u00e4\u00e4","year":"2024","journal-title":"arXiv preprint"},{"key":"ref15","article-title":"Retrieval-augmented generation for knowledge-intensive NLP tasks","volume-title":"Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020","author":"Lewis","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.40895"},{"key":"ref17","first-page":"255","article-title":"DRAK: unlocking molecular insights with domain-specific retrieval-augmented knowledge in 11 ms","volume-title":"Natural Language Processing and Chinese Computing - 13th National CCF Conference, NLPCC 2024","volume":"15360","author":"Liu","year":"2024"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-short.8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-long.35"},{"key":"ref20","article-title":"Injecting new knowledge into large language models via supervised fine-tuning","author":"Mecklenburg","year":"2024","journal-title":"arXiv preprint"},{"key":"ref21","article-title":"RAPTOR: recursive abstractive processing for tree-organized retrieval","volume-title":"The Twelfth International Conference on Learning Representations, ICLR 2024","author":"Sarthi","year":"2024"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.386"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W19-5027"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.eacl-long.105"},{"key":"ref26","article-title":"MEMORYLLM: towards self-updatable large language models","volume-title":"Forty-first International Conference on Machine Learning, ICML 2024","author":"Wang","year":"2024"},{"key":"ref27","article-title":"RECOMP: improving retrieval-augmented lms with context compression and selective augmentation","volume-title":"The Twelfth International Conference on Learning Representations, ICLR 2024","author":"Xu","year":"2024"},{"key":"ref28","article-title":"Enhancing llm\u2019s ability to generate more repository-aware unit tests through precise contextual information injection","author":"Yin","year":"2025","journal-title":"arXiv preprint"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-short.1"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.1196"}],"event":{"name":"2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)","location":"Hefei, China","start":{"date-parts":[[2025,12,14]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE 31th International Conference on Parallel and Distributed Systems (ICPADS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11322805\/11322871\/11322877.pdf?arnumber=11322877","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T07:27:58Z","timestamp":1768462078000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11322877\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,14]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icpads67057.2025.11322877","relation":{},"subject":[],"published":{"date-parts":[[2025,12,14]]}}}