Last Call for Papers: DeepXplain 2025

Submit your paper to DeepXplain 2025, a special session at IJCNN 2025, focusing on Explainable Deep Neural Networks for Responsible AI. Deadline: January 15, 2025.

Join us for the DeepXplain 2025 special session at IJCNN 2025, focusing on Explainable Deep Neural Networks for Responsible AI.

We invite submissions of academic papers on theoretical and practical work, including research ideas, methods, tools, simulations, applications or demonstrations, practical evaluations, position papers, and surveys.

• Theoretical advances in post-hoc explaining methods for DNNs.
• Development of inherently interpretable architectures that use self-explaining mechanisms.
• Post-hoc and self-explaining methods for large-scale language models.
• Studies on ethics, fairness and interpretability in large-scale language models.
• Studies on evaluations and methodologies to identify biased DNN models.
• Counterfactual approaches for bias mitigation in DNNs.
• Application-driven insights, particularly in Natural Language Processing and Computer Vision.
• Ethical discussions on the social impact of the lack of transparency in AI.
• Benchmark datasets and tools for explainability.
• Explainable AI in critical applications: healthcare, governance, misinformation, hate speech, etc.
• Metrics and methodologies for evaluating interpretability and fairness.

Submission deadline: January 15, 2025. Notification date: March 15, 2025. Camera-ready submission: May 1, 2025.

Tags: DeepXplain 2025, Explainable Deep Neural Networks, Responsible AI, IJCNN 2025, Submission deadline, Notification date, Camera-ready submission