{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T14:53:50Z","timestamp":1769266430553,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,7]],"date-time":"2025-12-07T00:00:00Z","timestamp":1765065600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,7]],"date-time":"2025-12-07T00:00:00Z","timestamp":1765065600000},"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":[[2025,12,7]]},"DOI":"10.1109\/wsc68292.2025.11339020","type":"proceedings-article","created":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T20:58:15Z","timestamp":1769115495000},"page":"3406-3417","source":"Crossref","is-referenced-by-count":0,"title":["Nested Denoising Diffusion Sampling for Global Optimization"],"prefix":"10.1109","author":[{"given":"Yuhao","family":"Wang","sequence":"first","affiliation":[{"name":"School of Industrial and Systems Engineering, Georgia Institute of Technology,Atlanta,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haowei","family":"Wang","sequence":"additional","affiliation":[{"name":"National University of Singapore,Dept. of Industrial Systems Engineering and Management,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enlu","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Industrial and Systems Engineering, Georgia Institute of Technology,Atlanta,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Szu Hui","family":"Ng","sequence":"additional","affiliation":[{"name":"National University of Singapore,Dept. of Industrial Systems Engineering and Management,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900000015"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5772\/252"},{"key":"ref3","first-page":"8780","article-title":"Diffusion Models Beat GANs on Image Synthesis","volume":"34","author":"Dhariwal","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref4","article-title":"A Tutorial on Bayesian Optimization","author":"Frazier","year":"2018","journal-title":"arXiv Preprint"},{"key":"ref5","first-page":"6840","article-title":"Denoising Diffusion Probabilistic Models","volume-title":"Advances in Neural Information Processing Systems","author":"Ho","year":"2020"},{"key":"ref6","article-title":"Classifier-Free Diffusion Guidance","author":"Ho","year":"2022","journal-title":"arXiv Preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1060.0367"},{"key":"ref8","first-page":"17842","article-title":"Diffusion Models for Black-Box Optimization","volume-title":"International Conference on Machine Learning","author":"Krishnamoorthy","year":"2023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11009-006-9753-0"},{"key":"ref10","article-title":"Diffusion Model for Data-Driven Black-Box Optimization","author":"Li","year":"2024","journal-title":"arXiv Preprint"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-32494-1","volume-title":"Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms","volume":"192","author":"Lozano","year":"2006"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/bfb0006170"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1029\/2000WR900231"},{"key":"ref14","first-page":"2256","article-title":"Deep Unsupervised Learning Using Nonequilibrium Thermodynamics","volume-title":"International Conference on Machine Learning","author":"Sohl-Dickstein","year":"2015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1667072.1667075"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-011-9838-3"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2013.2281132"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2310052"}],"event":{"name":"2025 Winter Simulation Conference (WSC)","location":"Seattle, WA, USA","start":{"date-parts":[[2025,12,7]]},"end":{"date-parts":[[2025,12,10]]}},"container-title":["2025 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11338806\/11338851\/11339020.pdf?arnumber=11339020","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T07:13:40Z","timestamp":1769152420000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11339020\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/wsc68292.2025.11339020","relation":{},"subject":[],"published":{"date-parts":[[2025,12,7]]}}}