{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:59:22Z","timestamp":1763193562739,"version":"3.45.0"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11227693","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Node Classification on Graphs via Stepwise Diffusion Contrastive Learning"],"prefix":"10.1109","author":[{"given":"Junheng","family":"Zhang","sequence":"first","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yutong","family":"Wang","sequence":"additional","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ren","family":"Cao","sequence":"additional","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minhao","family":"Zou","sequence":"additional","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siyang","family":"Leng","sequence":"additional","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chun","family":"Guan","sequence":"additional","affiliation":[{"name":"Fudan University,Institute of AI and Robotics, Academy for Engineering and Technology,Shanghai,China,200433"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"International Conference on Learning Representations","author":"Kipf","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2025.112783"},{"key":"ref3","article-title":"Link prediction based on graph neural networks","volume":"31","author":"Zhang","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11782"},{"key":"ref5","first-page":"12 121","article-title":"Graph contrastive learning automated","volume-title":"International Conference on Machine Learning","author":"You"},{"key":"ref6","first-page":"15 920","article-title":"Adversarial graph augmentation to improve graph contrastive learning","volume":"34","author":"Suresh","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","first-page":"5812","article-title":"Graph contrastive learning with augmentations","volume":"33","author":"You","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref8","article-title":"Deep graph contrastive representation learning","author":"Zhu","year":"2020","journal-title":"Computer Science"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449802"},{"key":"ref10","first-page":"4116","article-title":"Contrastive multi-view representation learning on graphs","volume-title":"International Conference on Machine Learning","author":"Hassani"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1063\/1.5008630"},{"issue":"3","key":"ref12","first-page":"4","article-title":"Deep graph infomax","volume-title":"International Conference on Learning Representations (Poster)","volume":"2","author":"Velickovic"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26168"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/425"},{"key":"ref15","article-title":"Diffusion improves graph learning","volume":"32","author":"Gasteiger","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","first-page":"23 321","article-title":"Adaptive diffusion in graph neural networks","volume":"34","author":"Zhao","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.110115"},{"key":"ref18","article-title":"The pagerank citation ranking: Bringing order to the web. technical report","author":"Page","year":"1998","journal-title":"Stanford Digital Library Technologies Project, 1998"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v29i3.2157"},{"article-title":"Pitfalls of graph neural network evaluation","year":"2018","author":"Shchur","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.14711\/thesis-991012757468803412"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380112"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20748"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20700"},{"key":"ref25","article-title":"Simple and asymmetric graph contrastive learning without augmentations","volume":"36","author":"Xiao","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i11.29125"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11604"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00981"},{"key":"ref30","first-page":"40","article-title":"Revisiting semi-supervised learning with graph embeddings","volume-title":"International Conference on Machine Learning","author":"Yang"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403076"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i17.34044"},{"key":"ref33","first-page":"13 242","article-title":"Finding global homophily in graph neural networks when meeting heterophily","volume-title":"International Conference on Machine Learning","author":"Li"},{"issue":"11","key":"ref34","article-title":"Visualizing data using t-sne","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11227693.pdf?arnumber=11227693","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:57:16Z","timestamp":1763193436000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11227693\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11227693","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}