Session chair: Dr Fernando Estevez Casado (Imperial College London)

Submission ID	Paper Title	Presenter
23	Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice	Damian Machlanski (University of Edinburgh)
29	D2Fusion: Dual-domain fusion with feature superposition for Deepfake detection	Xueqi Qiu (Durham University)
41	Discovering fully semantic representations via centroid- and orientation-aware feature learning	Jaehoon Cha (Science and Technology Facilities Council)
45	Rethinking Fair Representation Learning for Performance-Sensitive Tasks	Charles Jones (Imperial College London)
83	Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness	Mehdi Rizvi (Heriot Watt University)
94	SpecReX: Explainable AI for Raman Spectroscopy	Akchunya Chanchal (King’s College London)
28	Euclidean and Poincaré space ensemble Xgboost	Varun Ojha (Newcastle University)