{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T16:08:31Z","timestamp":1781885311825,"version":"3.54.5"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T00:00:00Z","timestamp":1698451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T00:00:00Z","timestamp":1698451200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["2211557,1937599,2119643,2303037"],"award-info":[{"award-number":["2211557,1937599,2119643,2303037"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000104","name":"NASA","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000028","name":"SRC JUMP 2.0 Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000028","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004399","name":"Okawa Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004399","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005288","name":"Amazon Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005288","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004351","name":"Cisco","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004351","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,28]]},"DOI":"10.1109\/iccad57390.2023.10323853","type":"proceedings-article","created":{"date-parts":[[2023,11,30]],"date-time":"2023-11-30T18:58:45Z","timestamp":1701370725000},"page":"1-9","source":"Crossref","is-referenced-by-count":31,"title":["Robust GNN-Based Representation Learning for HLS"],"prefix":"10.1109","author":[{"given":"Atefeh","family":"Sohrabizadeh","sequence":"first","affiliation":[{"name":"University of California - Los Angeles,Computer Science Department,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunsheng","family":"Bai","sequence":"additional","affiliation":[{"name":"University of California - Los Angeles,Computer Science Department,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yizhou","family":"Sun","sequence":"additional","affiliation":[{"name":"University of California - Los Angeles,Computer Science Department,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jason","family":"Cong","sequence":"additional","affiliation":[{"name":"University of California - Los Angeles,Computer Science Department,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ASP-DAC47756.2020.9045178"},{"key":"ref2","volume-title":"AMD\/Xilinx SDAccel - Vivado HLS"},{"key":"ref3","volume-title":"AMD\/Xilinx Vitis HLS"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530629"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3524108"},{"key":"ref6","article-title":"Fast and accurate deep network learning by exponential linear units (elus)","author":"Clevert","year":"2015","journal-title":"arXiv preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26408-0_8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3530775"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.1974.1050511"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530597"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD51958.2021.9643582"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3451179"},{"key":"ref14","volume-title":"Intel High-Level Synthesis Compiler"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2307\/2332226"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2020.3026231"},{"key":"ref17","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint"},{"key":"ref18","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2017","journal-title":"ICLR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/VLSI-SoC.2019.8920342"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530453"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CGO.2004.1281665"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11604"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1126\/science.abq1158"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2463209.2488795"},{"key":"ref25","first-page":"6","article-title":"VLSI placement optimization using graph neural networks","volume-title":"Proceedings of the 34th Advances in Neural Information Processing Systems (NeurIPS) Workshop on ML for Systems, Virtual","author":"Lu"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3372780.3378173"},{"key":"ref27","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"Journal of machine learning research"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03544-w"},{"key":"ref29","first-page":"1","article-title":"LSOracle: A logic synthesis framework driven by artificial intelligence","author":"Neto","year":"2019","journal-title":"ICCAD"},{"key":"ref30","volume-title":"OpenAI: Introducing ChatGPT","year":"2022"},{"key":"ref31","volume-title":"GPT-4 Technical Report","year":"2023"},{"key":"ref32","article-title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","volume":"32","author":"Paszke","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IISWC.2014.6983050"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3508352.3561093"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/tcad.2019.2943570"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/214"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530409"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3373087.3375321"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3494534"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3400302.3415657"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3194554.3194561"},{"key":"ref42","first-page":"1","article-title":"Machine learning to set meta-heuristic specific parameters for high-level synthesis design space exploration","author":"Wang","year":"2020","journal-title":"DAC"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/tcad.2022.3185540"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3489517.3530408"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3240765.3240843"},{"key":"ref47","first-page":"5453","article-title":"Representation learning on graphs with jumping knowledge networks","volume-title":"ICML","author":"Xu","year":"2018"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/DAC.2018.8465913"},{"key":"ref49","volume-title":"PolyBench\/C","author":"Yuki"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3004555"}],"event":{"name":"2023 IEEE\/ACM International Conference on Computer Aided Design (ICCAD)","location":"San Francisco, CA, USA","start":{"date-parts":[[2023,10,28]]},"end":{"date-parts":[[2023,11,2]]}},"container-title":["2023 IEEE\/ACM International Conference on Computer Aided Design (ICCAD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10323590\/10323543\/10323853.pdf?arnumber=10323853","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T01:33:10Z","timestamp":1710379990000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10323853\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,28]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/iccad57390.2023.10323853","relation":{},"subject":[],"published":{"date-parts":[[2023,10,28]]}}}