{"_id":"PeNPvW347FiCRg7Pt","bibbaseid":"yuan-wang-pang-asystematiccomparisonstudyonhyperparameteroptimisationofgraphneuralnetworksformolecularpropertyprediction-2021","author_short":["Yuan, Y.","Wang, W.","Pang, W."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Yingfang"],"propositions":[],"lastnames":["Yuan"],"suffixes":[]},{"firstnames":["Wenjun"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Wei"],"propositions":[],"lastnames":["Pang"],"suffixes":[]}],"title":"A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction","journal":"CoRR","volume":"abs/2102.04283","year":"2021","url":"https://arxiv.org/abs/2102.04283","eprinttype":"arXiv","eprint":"2102.04283","timestamp":"Wed, 10 Feb 2021 00:00:00 +0100","biburl":"https://dblp.org/rec/journals/corr/abs-2102-04283.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-2102-04283,\n author = {Yingfang Yuan and\n Wenjun Wang and\n Wei Pang},\n title = {A Systematic Comparison Study on Hyperparameter Optimisation of Graph\n Neural Networks for Molecular Property Prediction},\n journal = {CoRR},\n volume = {abs/2102.04283},\n year = {2021},\n url = {https://arxiv.org/abs/2102.04283},\n eprinttype = {arXiv},\n eprint = {2102.04283},\n timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2102-04283.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Yuan, Y.","Wang, W.","Pang, W."],"key":"DBLP:journals/corr/abs-2102-04283","id":"DBLP:journals/corr/abs-2102-04283","bibbaseid":"yuan-wang-pang-asystematiccomparisonstudyonhyperparameteroptimisationofgraphneuralnetworksformolecularpropertyprediction-2021","role":"author","urls":{"Paper":"https://arxiv.org/abs/2102.04283"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"dblp.org/pid/21/2823.bib","dataSources":["jrk3EDZpTi5sMeu2S","bYTvLAfZ7EGX3utWM"],"keywords":[],"search_terms":["systematic","comparison","study","hyperparameter","optimisation","graph","neural","networks","molecular","property","prediction","yuan","wang","pang"],"title":"A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction","year":2021}