The HR-Calculus: Enabling Information Processing with Quaternion Algebra. - Danilo P. Mandic; Sayed Pouria Talebi; Clive Cheong Took; Yili Xia; Dongpo Xu; Min Xiang; Pauline Bourigault (CoRR, 2023)

Convex Quaternion Optimization for Signal Processing: Theory and Applications. - Shuning Sun; Qiankun Diao; Dongpo Xu; Pauline Bourigault; Danilo P. Mandic (IEEE Trans. Signal Process., 2023)

Multi-Modal Information Bottleneck Attribution with Cross-Attention Guidance. - Pauline Bourigault; Emmanuelle Bourigault; Danilo P. Mandic (BMVC, 2024)

MVDiff: Scalable and Flexible Multi-view Diffusion for 3D Object Reconstruction from Single-View. - Emmanuelle Bourigault; Pauline Bourigault (CVPR Workshops, 2024)

Quaternion Recurrent Neural Network with Real-Time Recurrent Learning and Maximum Correntropy Criterion. - Pauline Bourigault; Dongpo Xu; Danilo P. Mandic (IJCNN, 2024)

Kernel-Based Anomaly Detection Using Generalized Hyperbolic Processes. - Pauline Bourigault; Danilo P. Mandic (ICASSP, 2025)

Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning. - Haiming Wang; Mert Unsal; Xiaohan Lin; Mantas Baksys; Junqi Liu; Marco Dos Santos; Flood Sung; Marina Vinyes; Zhenzhe Ying; Zekai Zhu; Jianqiao Lu; Hugues de Saxcé; et al. (CoRR, 2025)

FrEVL: Leveraging Frozen Pretrained Embeddings for Efficient Vision-Language Understanding. - Emmanuelle Bourigault; Pauline Bourigault (CoRR, 2025)