CITRIS: Causal Identifiability from Temporal Intervened Sequences. - Phillip Lippe; Sara Magliacane; Sindy Löwe; Yuki M. Asano; Taco Cohen; Stratis Gavves (ICML, 2022)

Ai-sampler: Adversarial Learning of Markov kernels with involutive maps. - Evgenii Egorov; Riccardo Valperga; Stratis Gavves (ICML, 2024)

Amortized Equation Discovery in Hybrid Dynamical Systems. - Yongtuo Liu; Sara Magliacane; Miltiadis Kofinas; Stratis Gavves (ICML, 2024)

Mechanistic Neural Networks for Scientific Machine Learning. - Adeel Pervez; Francesco Locatello; Stratis Gavves (ICML, 2024)

Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke. - Lucas de Vries; Rudolf Leonardus Mirjam van Herten; Jan W. Hoving; Ivana Isgum; Bart J. Emmer; Charles B. L. M. Majoie; Henk A. Marquering; Stratis Gavves (MIDL, 2024)

Mechanistic Interpretability for AI Safety - A Review. - Leonard Bereska; Stratis Gavves (Trans. Mach. Learn. Res., 2024)

Object-centric Video Question Answering with Visual Grounding and Referring. - Haochen Wang; Qirui Chen; Cilin Yan; Jiayin Cai; Xiaolong Jiang; Yao Hu 002; Weidi Xie; Stratis Gavves (CoRR, 2025)