{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T08:15:18Z","timestamp":1764836118843,"version":"3.46.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T00:00:00Z","timestamp":1754438400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,6]],"date-time":"2025-08-06T00:00:00Z","timestamp":1754438400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001321","name":"National Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004358","name":"Samsung","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004358","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,6]]},"DOI":"10.1109\/islped65674.2025.11261795","type":"proceedings-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:39:13Z","timestamp":1764787153000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Diffusion-Enhanced Graph Transformer with Reinforcement Learning for Transferable Analog Circuit Optimizer"],"prefix":"10.1109","author":[{"given":"Ho-Jin","family":"Lee","sequence":"first","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyeong-Jun","family":"Lee","sequence":"additional","affiliation":[{"name":"Samsung Electronics,Suwon,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae-Hoon","family":"Lee","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyu-Jin","family":"Choi","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geunyong","family":"Choi","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youngchang","family":"Choi","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kyongsu","family":"Lee","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seokhyeong","family":"Kang","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae-Yoon","family":"Sim","sequence":"additional","affiliation":[{"name":"Pohang University of Science and Technology,Pohang,Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.6.2.025503"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2214\/ajr.18.20490"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41562-024-02046-9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3120547"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18074.2021.9586139"},{"key":"ref6","first-page":"7364","article-title":"circuit-gnn: Graph neural networks for distributed circuit design","volume-title":"International conference on machine learning","author":"Zhang"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218757"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MLCAD52597.2021.9531156"},{"key":"ref9","article-title":"Diffusion improves graph learning","volume":"32","author":"Gasteiger","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11604"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5747"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref13","article-title":"continuous control with deep reinforcement learning","author":"Lillicrap","year":"2015","journal-title":"CoRR"},{"key":"ref14","first-page":"1889","article-title":"Trust region policy optimization","volume-title":"International conference on machine learning","author":"Schulman"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.12794\/metadc1505267"},{"key":"ref16","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"International conference on machine learning","author":"Mnih"},{"key":"ref17","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"International conference on machine learning","author":"Haarnoja"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.23919\/DATE58400.2024.10546835"}],"event":{"name":"2025 IEEE\/ACM International Symposium on Low Power Electronics and Design (ISLPED)","start":{"date-parts":[[2025,8,6]]},"location":"Reykjav\u00edk, Iceland","end":{"date-parts":[[2025,8,8]]}},"container-title":["2025 IEEE\/ACM International Symposium on Low Power Electronics and Design (ISLPED)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11261694\/11261695\/11261795.pdf?arnumber=11261795","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T08:09:56Z","timestamp":1764835796000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11261795\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,6]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/islped65674.2025.11261795","relation":{},"subject":[],"published":{"date-parts":[[2025,8,6]]}}}