Bayesian Optimisation of Functions on Graphs. - Xingchen Wan; Pierre Osselin; Henry Kenlay; Binxin Ru; Michael A. Osborne; Xiaowen Dong 001 (NeurIPS, 2023)

Structure-aware robustness certificates for graph classification. - Pierre Osselin; Henry Kenlay; Xiaowen Dong 001 (UAI, 2023)

Natural Evolutionary Search meets Probabilistic Numerics. - Pierre Osselin; Masaki Adachi; Xiaowen Dong 001; Michael A. Osborne (CoRR, 2025)