{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T18:04:54Z","timestamp":1779991494389,"version":"3.53.1"},"publisher-location":"New York, NY, USA","reference-count":13,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,29]]},"DOI":"10.1145\/3774905.3795456","type":"proceedings-article","created":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T17:14:56Z","timestamp":1779988496000},"page":"853-856","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Frugal Agents: Efficient Bio Reasoning via Long-Sequence Compression and Prompt-Gated Memory"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-0706-4598","authenticated-orcid":false,"given":"Mohammadhossein","family":"Ahmadi","sequence":"first","affiliation":[{"name":"Macquarie University, Sydney, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4253-9069","authenticated-orcid":false,"given":"Saleh","family":"Afzoon","sequence":"additional","affiliation":[{"name":"Macquarie University, Sydney, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4593-1824","authenticated-orcid":false,"given":"Kamyar","family":"Taeb","sequence":"additional","affiliation":[{"name":"Macquarie University, Sydney, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5824-6811","authenticated-orcid":false,"given":"Parimehr","family":"Morassa Far","sequence":"additional","affiliation":[{"name":"Macquarie University, Sydney, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5988-5494","authenticated-orcid":false,"given":"Amin","family":"Beheshti","sequence":"additional","affiliation":[{"name":"Macquarie University, Sydney, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,5,28]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Self-rag: Learning to retrieve, generate, and critique through self-reflection.","author":"Asai Akari","year":"2024","unstructured":"Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi. 2024. Self-rag: Learning to retrieve, generate, and critique through self-reflection. (2024)."},{"key":"e_1_3_2_1_2_1","unstructured":"Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai and Liang He. 2025. A Survey on the Optimization of Large Language Model-based Agents. arXiv:2503.12434 [cs.AI] https:\/\/arxiv.org\/abs\/2503.12434"},{"key":"e_1_3_2_1_3_1","unstructured":"Juraj Gottweis Wei-Hung Weng Alexander Daryin Tao Tu Anil Palepu Petar Sirkovic Artiom Myaskovsky Felix Weissenberger Keran Rong Ryutaro Tanno et al. 2025. Towards an AI co-scientist. arXiv preprint arXiv:2502.18864 (2025)."},{"key":"e_1_3_2_1_4_1","volume-title":"Long short-term memory. Neural computation","author":"Hochreiter Sepp","year":"1997","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long short-term memory. Neural computation, Vol. 9, 8 (1997), 1735-1780."},{"key":"e_1_3_2_1_5_1","volume-title":"The Twelfth International Conference on Learning Representations.","author":"Hong Sirui","year":"2023","unstructured":"Sirui Hong, Mingchen Zhuge, Jonathan Chen, Xiawu Zheng, Yuheng Cheng, Jinlin Wang, Ceyao Zhang, Zili Wang, Steven Ka Shing Yau, Zijuan Lin, et al., 2023. MetaGPT: Meta programming for a multi-agent collaborative framework. In The Twelfth International Conference on Learning Representations."},{"key":"e_1_3_2_1_6_1","volume-title":"Biomni: A general-purpose biomedical ai agent. biorxiv","author":"Huang Kexin","year":"2025","unstructured":"Kexin Huang, Serena Zhang, Hanchen Wang, Yuanhao Qu, Yingzhou Lu, Yusuf Roohani, Ryan Li, Lin Qiu, Gavin Li, Junze Zhang, et al., 2025. Biomni: A general-purpose biomedical ai agent. biorxiv (2025)."},{"key":"e_1_3_2_1_7_1","volume-title":"StemCell-GPT: A Specialized AI Agent For Human Stem Cell Engineering. In The Exploration in AI Today Workshop at ICML","author":"Hui Jingwen","year":"2025","unstructured":"Jingwen Hui, Freja Kjellaug Amalia Ekman, Hana Yousef Ghanim, Sridhar Selvaraj, Yuanhao Qu, Matthew Porteus, and Le Cong. 2025. StemCell-GPT: A Specialized AI Agent For Human Stem Cell Engineering. In The Exploration in AI Today Workshop at ICML 2025."},{"key":"e_1_3_2_1_8_1","volume-title":"Optimus-1: Hybrid multimodal memory empowered agents excel in long-horizon tasks. Advances in neural information processing systems","author":"Li Zaijing","year":"2024","unstructured":"Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang, and Liqiang Nie. 2024. Optimus-1: Hybrid multimodal memory empowered agents excel in long-horizon tasks. Advances in neural information processing systems, Vol. 37 (2024), 49881-49913."},{"key":"e_1_3_2_1_9_1","volume-title":"Jakob Foerster, Jeff Clune, and David Ha.","author":"Lu Chris","year":"2024","unstructured":"Chris Lu, Cong Lu, Robert Tjarko Lange, Jakob Foerster, Jeff Clune, and David Ha. 2024. The ai scientist: Towards fully automated open-ended scientific discovery. arXiv preprint arXiv:2408.06292 (2024)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-024-4485-0"},{"key":"e_1_3_2_1_11_1","unstructured":"Yuanhao Qu Kaixuan Huang Ming Yin Kanghong Zhan Dyllan Liu Di Yin Henry C Cousins William A Johnson Xiaotong Wang Mihir Shah et al. 2025. CRISPR-GPT for agentic automation of gene-editing experiments. Nature Biomedical Engineering (2025) 1-14."},{"key":"e_1_3_2_1_12_1","first-page":"8634","article-title":"Reflexion: Language agents with verbal reinforcement learning","volume":"36","author":"Shinn Noah","year":"2023","unstructured":"Noah Shinn, Federico Cassano, Ashwin Gopinath, Karthik Narasimhan, and Shunyu Yao. 2023. Reflexion: Language agents with verbal reinforcement learning. Advances in Neural Information Processing Systems, Vol. 36 (2023), 8634-8652.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3701716.3715244"}],"event":{"name":"WWW '26: The ACM Web Conference 2026","location":"Dubai United Arab Emirates","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Companion Proceedings of the ACM Web Conference 2026"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3774905.3795456","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T17:26:40Z","timestamp":1779989200000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3774905.3795456"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,28]]},"references-count":13,"alternative-id":["10.1145\/3774905.3795456","10.1145\/3774905"],"URL":"https:\/\/doi.org\/10.1145\/3774905.3795456","relation":{},"subject":[],"published":{"date-parts":[[2026,5,28]]},"assertion":[{"value":"2026-05-28","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}