{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T05:26:09Z","timestamp":1787289969312,"version":"build-2736575974"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"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":[[2026,7]]},"DOI":"10.1109\/compsac69091.2026.00062","type":"proceedings-article","created":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T19:05:40Z","timestamp":1787252740000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["HGARena: Budgeted Test-Driven Multi-Agent Repository Issue Resolution with Heterogeneous Graph-Augmented Retrieval"],"prefix":"10.1109","author":[{"given":"Yuchen","family":"Cao","sequence":"first","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jacky Wai","family":"Keung","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yifei","family":"Wang","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yicheng","family":"Sun","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenyu","family":"Mao","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"54107","article-title":"Swe-bench: Can language models resolve real-world github issues?","volume-title":"International Conference on Learning Representations","volume":"2024","author":"Jimenez","year":"2024"},{"key":"ref2","article-title":"Evaluating large language models trained on code","author":"Chen","year":"2021","journal-title":"arXiv preprint"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1126\/science.abq1158"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.104"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2837614.2837617"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3318162"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10742"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3340544"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.52202\/079017-1601"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3715754"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3650212.3680384"},{"key":"ref12","article-title":"Swingarena: Competitive programming arena for long-context github issue solving","author":"Xu","year":"2025","journal-title":"arXiv preprint"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.52202\/075280-0377"},{"key":"ref14","first-page":"9459","article-title":"Retrievalaugmented generation for knowledge-intensive nlp tasks","volume":"33","author":"Lewis","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.99"},{"issue":"1","key":"ref16","first-page":"32","article-title":"Retrieval-augmented generation for large language models: A survey","volume":"2","author":"Gao","year":"2023","journal-title":"arXiv preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-025-00335-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671470"},{"key":"ref19","article-title":"From local to global: A graph rag approach to query-focused summarization","author":"Edge","year":"2024","journal-title":"arXiv preprint"},{"issue":"3","key":"ref20","article-title":"Lightrag: Simple and fast retrieval-augmented generation","volume":"2","author":"Guo","year":"2024","journal-title":"arXiv preprint"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.ijcnlp-long.18"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.474"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.xinn.2025.101253"},{"key":"ref24","article-title":"SWE-bench Lite","year":"2023","journal-title":"SWE-bench Team"},{"key":"ref25","article-title":"Introducing SWE-bench Verified","year":"2024","journal-title":"OpenAI"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.52202\/085713-2111"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/APSEC66846.2025.00061"},{"key":"ref28","article-title":"React: Synergizing reasoning and acting in language models","author":"Yao","year":"2022","journal-title":"arXiv preprint"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3106237.3106253"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3611643.3616256"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.eacl-demo.16"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1054"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657775"},{"key":"ref34","article-title":"Llaga: Large language and graph assistant","author":"Chen","year":"2024","journal-title":"arXiv preprint"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref37","author":"Krippendorff","year":"2011","journal-title":"Computing krippendorff\u2019s alpha-reliability"}],"event":{"name":"2026 IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC)","location":"Madrid, Spain","start":{"date-parts":[[2026,7,7]]},"end":{"date-parts":[[2026,7,10]]}},"container-title":["2026 IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11645011\/11645104\/11645573.pdf?arnumber=11645573","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T05:06:30Z","timestamp":1787288790000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11645573\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/compsac69091.2026.00062","relation":{},"subject":[],"published":{"date-parts":[[2026,7]]}}}